{"id":"W2949029087","doi":"10.1089/mdr.2018.0406","title":"Extended-Spectrum β-Lactamase and AmpC β-Lactamase-Producing <i>Escherichia coli</i> Isolates from Chickens Raised in Small Flocks in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; Public Health Agency of Canada; University of Guelph; University of Saskatchewan","funders":"","keywords":"Flock; Pulsed-field gel electrophoresis; Biology; Escherichia coli; Microbiology; Typing; Plasmid; Molecular epidemiology; Cephalosporin; Locus (genetics); Enterobacteriaceae; Veterinary medicine; Genotype; Gene; Genetics; Antibiotics; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002522992,0.000394345,0.0004762809,0.00006898344,0.00007587068,0.0000794872,0.0003572555,0.0002026875,0.0001340428],"category_scores_gemma":[0.00006820779,0.0004363073,0.00006530695,0.0001837188,0.0001094341,0.0000152355,0.0001571663,0.0004321969,0.000006959955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782925,"about_ca_system_score_gemma":0.0009555341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.69656,"about_ca_topic_score_gemma":0.9978347,"domain_scores_codex":[0.9974906,0.0001376187,0.0005376425,0.001068966,0.0001151264,0.0006500022],"domain_scores_gemma":[0.9988825,0.00005266127,0.0001831054,0.0007142251,0.00004066076,0.0001268205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008901652,0.00007078078,0.1441956,0.00005609828,0.00002854495,0.00004383453,0.00030202,0.00002485898,0.8514261,0.00001930291,0.002920464,0.00002217631],"study_design_scores_gemma":[0.002957511,0.00005044601,0.6377771,0.0004205043,0.00001789665,0.000003891204,0.0002452953,0.00002531643,0.2991001,0.0001376034,0.05832353,0.0009407779],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963648,0.0009911612,0.00002456924,0.000443708,0.0003950534,0.0005187585,0.00009696012,0.0000148764,0.001150095],"genre_scores_gemma":[0.9912869,0.0001070894,0.001131489,0.0005539651,0.00009402198,0.000008910831,0.00020095,0.00005695891,0.006559713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552326,"threshold_uncertainty_score":0.9998088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003681721674131011,"score_gpt":0.1741923659961527,"score_spread":0.1705106443220217,"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."}}