{"id":"W4387307312","doi":"10.2166/wh.2023.157","title":"Genotypic detection of <i>β</i>-lactamase-producing <i>Escherichia coli</i> isolates obtained from Seven Crater Lakes of San Pablo, Laguna, Philippines","year":2023,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Philippines; Philippine Council for Industry, Energy, and Emerging Technology Research and Development; International Development Research Centre; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Escherichia coli; Genotype; Biology; Microbiology; Gene; Bacteria; MCR-1; Antibiotic resistance; Antibiotics; Veterinary medicine; Enterobacteriaceae; Genetics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384244,0.0003941634,0.0001751709,0.0008421564,0.000486471,0.0005186783,0.0001998312,0.000189684,0.0007409612],"category_scores_gemma":[0.0003216818,0.0001590083,0.0001748362,0.0007938857,0.0003254054,0.0001507329,0.0003618744,0.0001580614,0.0001064797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424366,"about_ca_system_score_gemma":0.0004102445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02808692,"about_ca_topic_score_gemma":0.04312403,"domain_scores_codex":[0.9998556,0.00001700125,0.00001467833,0.00004204335,0.00004019866,0.00003049998],"domain_scores_gemma":[0.9997107,0.00003908208,0.0001101424,0.0000106461,0.00007705593,0.00005222952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441037,0.00004780972,0.9156032,0.0001126504,0.00004254564,0.0004506276,0.001209124,0.0001505626,0.07641762,0.00002072797,0.00011665,0.005684341],"study_design_scores_gemma":[0.000005823171,0.0001403137,0.9912435,0.00001468511,0.00002842019,0.0003727569,0.001601435,0.0002364153,0.005692041,0.00000694408,0.0006512823,0.000006402123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993219,0.00006089606,0.00006932153,0.00001359453,9.706332e-7,0.000009119616,0.0002252348,0.000005193075,0.0002937248],"genre_scores_gemma":[0.9989309,0.00008113832,0.0002788592,0.00001367565,0.000001786814,0.00001284615,0.0004438957,0.000001624772,0.0002353372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808692,"threshold_uncertainty_score":0.05584687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435154917364085,"score_gpt":0.2576696301784276,"score_spread":0.2433180810047868,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}