{"id":"W4297261080","doi":"10.1128/aac.00677-22","title":"A One Health Genomic Investigation of Gentamicin Resistance in Escherichia coli from Human and Chicken Sources in Canada, 2014 to 2017","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Manitoba; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Gentamicin; Escherichia coli; Microbiology; Antibiotic resistance; Biology; Enterobacteriaceae; Antibiotics; Biotechnology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127276,0.0003097305,0.0003084869,0.002592673,0.001198391,0.0008932104,0.0003609121,0.000343237,0.001210725],"category_scores_gemma":[0.0008413385,0.0002513368,0.0003725121,0.004003235,0.0004541917,0.0001387911,0.0005618468,0.0003822985,0.0002393397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007300735,"about_ca_system_score_gemma":0.01275964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282002,"about_ca_topic_score_gemma":0.9619293,"domain_scores_codex":[0.999493,0.00002086937,0.00002223385,0.0001182374,0.0001656902,0.0001798528],"domain_scores_gemma":[0.998811,0.0000466956,0.0001686916,0.00003546818,0.0007476443,0.0001904631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004197475,0.00004983443,0.9562042,0.0001646543,0.000142726,0.0009574669,0.001959589,0.000259944,0.02000077,0.0002811727,0.002388438,0.01717155],"study_design_scores_gemma":[0.000002543821,0.00002430165,0.9950877,0.00002363955,0.0000187506,0.0001621094,0.0009375762,0.00005477991,0.0005637769,0.00001071453,0.003109617,0.000004514622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732538,0.001363668,0.0003958225,0.0003606834,0.00001862036,0.00005406176,0.0214086,0.00002032605,0.003124412],"genre_scores_gemma":[0.9732875,0.001630816,0.0009701278,0.0003999511,0.00001336559,0.00003476657,0.01888304,0.0000205361,0.004759952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07179981,"threshold_uncertainty_score":0.1444452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063079426807418,"score_gpt":0.230664649920349,"score_spread":0.2200338556522749,"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."}}