{"id":"W4377241057","doi":"10.3390/vetsci10050366","title":"Antimicrobial Use in Canadian Cow–Calf Herds","year":2023,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Animal health and immunology","field":"Veterinary","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Saskatchewan","funders":"Beef Cattle Research Council; Ministry of Agriculture - Saskatchewan","keywords":"Herd; Veterinary medicine; Livestock; Florfenicol; Antimicrobial; Lameness; Medicine; Animal science; Ceftiofur; Cow-calf; Cattle Diseases; Biology; Antibiotics; Microbiology; Cephalosporin","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":[0.000876547,0.0002864744,0.0002489827,0.001885186,0.001876937,0.0008501962,0.0008806239,0.0003304242,0.002314855],"category_scores_gemma":[0.002831234,0.0002677216,0.0003886586,0.003346078,0.0005620508,0.0002774534,0.0005003196,0.0004468149,0.0001468516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02113331,"about_ca_system_score_gemma":0.01965321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850853,"about_ca_topic_score_gemma":0.9921903,"domain_scores_codex":[0.9986204,0.0001093059,0.00007135816,0.0002248404,0.0006851825,0.0002889267],"domain_scores_gemma":[0.9983037,0.000112894,0.0004091049,0.0000600891,0.0007212574,0.0003928925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119737,0.00004904098,0.9717853,0.0001598448,0.0001045693,0.0003308305,0.001454888,0.0001193473,0.001071561,0.0001471131,0.003323885,0.02133399],"study_design_scores_gemma":[0.000006150491,0.00006036798,0.9946196,0.00005608073,0.00003245184,0.0002055452,0.0008134893,0.0001677474,0.0001030919,0.00001684311,0.003903125,0.00001549419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847245,0.002979546,0.0001892734,0.0006088454,0.00003409955,0.00007948831,0.004909963,0.00003084744,0.006443511],"genre_scores_gemma":[0.9936624,0.00223582,0.0004931149,0.0003843503,0.0000132799,0.0000248294,0.00185917,0.000007903628,0.001319172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113331,"threshold_uncertainty_score":0.1533336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251619744008192,"score_gpt":0.396771980937007,"score_spread":0.1716100065361878,"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."}}