{"id":"W2061918392","doi":"10.1111/j.1472-765x.2010.02798.x","title":"Characterization of antimicrobial resistance and seasonal prevalence of<i>Escherichia coli</i>O157:H7 recovered from commercial feedlots in Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Letters in Applied Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Pulsed-field gel electrophoresis; Biology; Escherichia coli; Antibiotic resistance; Tetracycline; Microbiology; Population; Veterinary medicine; Antimicrobial; Genotype; Antibiotics; Gene; Genetics","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":[0.0002249845,0.0003694644,0.000268307,0.0009387803,0.0008836737,0.0009325112,0.0005525787,0.0003263347,0.0005088606],"category_scores_gemma":[0.000434986,0.0002154024,0.0001641211,0.001260189,0.0005894194,0.0001519955,0.0002268914,0.0002198628,0.0001085511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005273401,"about_ca_system_score_gemma":0.003258523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8357528,"about_ca_topic_score_gemma":0.9099443,"domain_scores_codex":[0.9995222,0.00001430114,0.00001995193,0.00008928524,0.0002234059,0.000130909],"domain_scores_gemma":[0.99926,0.00004120595,0.0001506978,0.0000103681,0.0003873708,0.0001502862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866371,0.00009625958,0.9541119,0.0001032512,0.00004709234,0.0005922158,0.001116292,0.0002032496,0.03313954,0.00002058725,0.0003583599,0.009924551],"study_design_scores_gemma":[0.000002462023,0.00007437867,0.9974633,0.000006897437,0.000009482883,0.0001130732,0.0007392739,0.0001270425,0.001149136,0.00000224205,0.0003093991,0.00000324062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991679,0.0001403388,0.00009057159,0.00001222839,0.000001930166,0.00001058692,0.000268168,0.000006201959,0.0003021086],"genre_scores_gemma":[0.9980612,0.000181456,0.0003274271,0.00003294447,0.000002500902,0.000005233252,0.0008449989,0.000003278786,0.000540838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642472,"threshold_uncertainty_score":0.330429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003898741432619388,"score_gpt":0.1988861484525002,"score_spread":0.1949874070198808,"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."}}