{"id":"W4309327092","doi":"10.1093/tas/txac151","title":"Improving beef calf health: frequency of disease syndromes, uptake of management practices following calving, and potential for antimicrobial use reduction in western Canadian herds","year":2022,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; University of Saskatchewan","funders":"Beef Cattle Research Council; Ministry of Agriculture - Saskatchewan","keywords":"Weaning; Herd; Ice calving; Medicine; Bovine respiratory disease; Navel; Antimicrobial; Animal science; Diarrhea; Beef cattle; Veterinary medicine; Pregnancy; Internal medicine; Biology; Lactation; Surgery; Immunology","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":[0.0008892255,0.0002849705,0.0002002298,0.000690323,0.0009779475,0.0006220814,0.0006722311,0.0002725815,0.001032704],"category_scores_gemma":[0.001874876,0.0001456209,0.0002313899,0.00135119,0.0003527324,0.0002541154,0.0003045828,0.000252716,0.00007038886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007951893,"about_ca_system_score_gemma":0.006395831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9664555,"about_ca_topic_score_gemma":0.9821101,"domain_scores_codex":[0.9992892,0.00009374139,0.00003276366,0.00009399526,0.0002711662,0.000219193],"domain_scores_gemma":[0.999019,0.00008539618,0.0003323473,0.00002057083,0.000311929,0.0002306944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041861,0.00005808356,0.9872578,0.00006351998,0.00005529727,0.00005759875,0.0003949006,0.0001510464,0.0008113257,0.00002603945,0.0003664282,0.0106539],"study_design_scores_gemma":[0.00000179741,0.0000441671,0.9993349,0.000009172723,0.000009492216,0.00001478749,0.000233899,0.0001367997,0.00003463936,0.000003509308,0.0001748853,0.000001952734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974908,0.0007395068,0.0001176114,0.0001621565,0.000003251063,0.00002138289,0.000590986,0.000009020428,0.000865396],"genre_scores_gemma":[0.9986437,0.0003410979,0.000305066,0.00005230524,0.000002496115,0.000005823111,0.0002959337,0.000001535886,0.0003521217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354454,"threshold_uncertainty_score":0.06748414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308791919867539,"score_gpt":0.3435394854610324,"score_spread":0.280451566262357,"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."}}