{"id":"W4220863866","doi":"10.3168/jds.2021-21667","title":"Predictors of diarrhea, mortality, and weight gain in male dairy calves","year":2022,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Diarrhea; Medicine; Feces; Proportional hazards model; Prospective cohort study; Weight gain; Cohort; Internal medicine; Animal science; Body weight; Gastroenterology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005541586,0.0003272615,0.0002644624,0.0004573652,0.0003983486,0.000520782,0.0003916673,0.0003327832,0.0008521387],"category_scores_gemma":[0.001152404,0.0002798586,0.0004909807,0.0004743421,0.0001962006,0.000303082,0.0003501574,0.0005731251,0.0001360165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808223,"about_ca_system_score_gemma":0.0006439881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494201,"about_ca_topic_score_gemma":0.05666996,"domain_scores_codex":[0.9996488,0.00006303839,0.00001864851,0.00007303841,0.00008563423,0.0001108232],"domain_scores_gemma":[0.9992393,0.0001061651,0.0002954581,0.00007037824,0.000105029,0.0001836141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005040325,0.00001581027,0.9993846,0.000001058996,0.00001262232,0.00002632448,0.00001830137,0.00001139783,0.0001438942,0.000002364951,0.0000207639,0.0003123424],"study_design_scores_gemma":[0.000001903693,0.00007120194,0.999655,0.000001699113,0.000007130172,0.00005471735,0.0000626289,0.00007946863,0.0000194178,0.00000300205,0.00004246366,0.000001298308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995478,0.00009080758,0.00005108019,0.00001747994,0.000002641166,0.000003895064,0.0002009339,0.000001547576,0.00008391123],"genre_scores_gemma":[0.9993806,0.00007665695,0.00007342662,0.00001369998,0.000004624011,0.000005393353,0.0002735057,0.000001205466,0.0001707811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03494201,"threshold_uncertainty_score":0.06947726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554508088942443,"score_gpt":0.3473763022216879,"score_spread":0.2919254933274436,"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."}}