{"id":"W3162926013","doi":"10.1093/tas/txab075","title":"Risk factors of digital dermatitis in feedlot cattle","year":2021,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lameness; Claw; Foot (prosody); Feedlot; Hoof; Foot rot; Animal science; Veterinary medicine; Medicine; Skin lesion; Incidence (geometry); Biology; Surgery; Mathematics; Anatomy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003927257,0.0002365317,0.0002051031,0.0008053681,0.0003374355,0.000548074,0.0001593041,0.0003146149,0.001272199],"category_scores_gemma":[0.0009113307,0.0001398671,0.0001399517,0.0007379766,0.0001982581,0.0002385633,0.0001675815,0.0002004274,0.0001215348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248113,"about_ca_system_score_gemma":0.0001482009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006763806,"about_ca_topic_score_gemma":0.01052327,"domain_scores_codex":[0.9996112,0.0001117973,0.00003211806,0.00007515397,0.00008910859,0.00008062721],"domain_scores_gemma":[0.9992381,0.0001763362,0.0003873439,0.00002276935,0.00007646649,0.00009897254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008387317,0.00004057799,0.9972601,0.000008557005,0.00001525175,0.00009165407,0.00003781174,0.00002694794,0.0009483957,0.00000438435,0.00003709101,0.001445352],"study_design_scores_gemma":[0.000001028411,0.00007588528,0.9994692,0.000003333095,0.000006087016,0.0001818836,0.0000855427,0.00006494941,0.00005431656,0.000003895244,0.00005295807,9.278065e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995672,0.0001562822,0.00003762193,0.00001094499,0.000001546771,0.000001930059,0.00006154355,0.000001900829,0.0001610192],"genre_scores_gemma":[0.9996535,0.00006932834,0.00006821999,0.00000680784,0.000003399429,0.000001845965,0.00008798191,4.258773e-7,0.0001084517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006763806,"threshold_uncertainty_score":0.01344889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568596305221478,"score_gpt":0.3224315102667093,"score_spread":0.2655718797445615,"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."}}