{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003162108,0.0002232596,0.0005645543,0.00002789236,0.00008473732,0.0000338727,0.0001582599,0.0001386447,0.00001281626],"category_scores_gemma":[0.00004968938,0.0002463985,0.00004889716,0.000178316,0.0003236801,0.00001028216,0.0001699835,0.0001973113,0.000001232038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004014004,"about_ca_system_score_gemma":0.0002316472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000914742,"about_ca_topic_score_gemma":0.0005905001,"domain_scores_codex":[0.9979299,0.0001825035,0.0006923816,0.0007910618,0.00012202,0.0002821738],"domain_scores_gemma":[0.9991012,0.00002207862,0.0003837372,0.0002872085,0.00005937557,0.0001463702],"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":[0.0003085495,0.0001961116,0.0304344,0.0001208746,0.00007948095,0.00000471837,0.0004255441,0.000001144217,0.9672283,0.0000808234,0.001057313,0.00006277883],"study_design_scores_gemma":[0.0008930262,0.000351319,0.6513412,0.00009608796,0.00002570982,0.000001754741,0.0003030472,0.000006359505,0.3450822,0.00005277355,0.001608867,0.0002376455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935401,0.001399286,0.0005946471,0.003737475,0.00009958432,0.0004230937,0.0001343376,0.00001447109,0.00005697096],"genre_scores_gemma":[0.9700541,0.0008847539,0.02793052,0.0007555653,0.0001806129,0.00000266806,0.0001089915,0.00003003967,0.00005269047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6221461,"threshold_uncertainty_score":0.9999988,"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."}}