{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006796162,0.00008634877,0.0001564587,0.0002809311,0.0004438649,0.00001944196,0.0001703415,0.00002191912,0.00002462173],"category_scores_gemma":[0.00004566064,0.00009738282,0.00004843323,0.0003453457,0.0001621641,0.0005980214,0.00004337199,0.0001109136,3.048761e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549633,"about_ca_system_score_gemma":0.0009434627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1002028,"about_ca_topic_score_gemma":0.006219929,"domain_scores_codex":[0.9986063,0.0000613071,0.0003949373,0.0003179976,0.0002630677,0.0003563496],"domain_scores_gemma":[0.9994136,0.00003857708,0.000261271,0.00008575038,0.00004467615,0.0001561305],"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":[0.01564563,0.001197172,0.3535515,0.003198427,0.0001428506,0.0003880482,0.006889275,0.0008416535,0.559063,0.01904906,0.0001122141,0.03992114],"study_design_scores_gemma":[0.0005969908,0.001366794,0.9950318,0.00004418618,0.00001994708,0.0000709761,0.0002583435,0.002124293,0.00002989023,0.0001326888,0.0002110167,0.0001130788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972078,0.0002983497,0.0001721273,0.001395595,0.0001710871,0.0005068701,0.0002168256,0.000007960268,0.00002340844],"genre_scores_gemma":[0.996596,0.00001228298,0.00322603,0.00007312477,0.00001562178,0.00002775007,0.0000256598,0.000007648492,0.00001585428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6414803,"threshold_uncertainty_score":0.905789,"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."}}