{"id":"W3034766234","doi":"10.3390/microorganisms8060885","title":"A One Health Comparative Assessment of Antimicrobial Resistance in Generic and Extended-Spectrum Cephalosporin-Resistant Escherichia coli from Beef Production, Sewage and Clinical Settings","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; Agriculture Food and Rural Development; Agriculture and Agri-Food Canada; University of Manitoba","funders":"Agriculture and Agri-Food Canada; Government of Canada; Beef Cattle Research Council; University of Manitoba","keywords":"Cephalosporin; Ampicillin; Escherichia coli; Microbiology; Antibiotic resistance; Oxytetracycline; Antimicrobial; Streptomycin; Biology; Antibiotics","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":[0.0004749896,0.000239505,0.0001778079,0.001134124,0.0006186253,0.0007302159,0.0002938975,0.0002679121,0.001004197],"category_scores_gemma":[0.001192638,0.0001580102,0.0001489521,0.0009627413,0.000619118,0.000199816,0.0005114707,0.0001839901,0.00009359806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601594,"about_ca_system_score_gemma":0.002176159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3441685,"about_ca_topic_score_gemma":0.574928,"domain_scores_codex":[0.9992556,0.0001564519,0.00003751727,0.0001275172,0.0002302119,0.0001926545],"domain_scores_gemma":[0.9991146,0.0001110745,0.0002620611,0.00003327564,0.0002895531,0.0001894867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053624,0.00003437964,0.9928612,0.00002785643,0.00001896119,0.0001468695,0.0005770393,0.00004073804,0.002199212,0.00001777384,0.00005379221,0.003916896],"study_design_scores_gemma":[0.000002576075,0.0001285157,0.9983307,0.000005789971,0.000007710906,0.000127472,0.00104259,0.00003997919,0.000181505,0.000004380505,0.0001269425,0.000001780353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994304,0.00009164651,0.00005836444,0.00002047437,0.000001112002,0.000008275179,0.0001354376,0.000001725612,0.000252528],"genre_scores_gemma":[0.9992435,0.0001056456,0.0001363784,0.00003396746,0.000002349838,0.000003912755,0.0003018467,7.575426e-7,0.0001716397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3441685,"threshold_uncertainty_score":0.6843305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274342488175076,"score_gpt":0.298642547403302,"score_spread":0.2758991225215512,"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."}}