{"id":"W4393930690","doi":"10.3390/ani14071040","title":"Epidemiology of Digital Dermatitis in Western Canadian Feedlot Cattle","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan; University of Calgary","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council","keywords":"Feedlot; Incidence (geometry); Medicine; Rate ratio; Epidemiology; Veterinary medicine; Demography; Animal science; Confidence interval; Biology; Internal medicine; Mathematics","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":[0.0001376108,0.0001074969,0.0002694698,0.000147767,0.00003147773,0.000009030476,0.00009938765,0.00006809,0.0001840525],"category_scores_gemma":[0.00008654039,0.00009839949,0.00006793334,0.0001319218,0.00007652941,0.0001262505,0.00005126289,0.00009955978,0.0003697869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000062667,"about_ca_system_score_gemma":0.00006012704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07028384,"about_ca_topic_score_gemma":0.03289313,"domain_scores_codex":[0.9991318,0.00003958388,0.0002998849,0.0001896598,0.00004922045,0.0002898364],"domain_scores_gemma":[0.9995918,0.0001762978,0.0000258397,0.000106151,0.00002231546,0.00007758231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001010253,0.0000118608,0.9934669,0.00005184442,0.00001902043,0.00018864,0.0004769936,4.013046e-7,0.0001255228,0.003117944,0.001417921,0.001112837],"study_design_scores_gemma":[0.00005874215,0.0002539435,0.9935315,0.00006105464,0.0000109631,0.0000954587,0.0001686068,0.000004712242,0.00002449739,0.0005549734,0.005133203,0.000102314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837512,0.003296008,0.000008999222,0.001225814,0.0001214091,0.00009443331,0.0002266521,0.00004388896,0.0112316],"genre_scores_gemma":[0.999469,0.00003660946,0.00002655928,0.0001626045,0.00004379589,0.00001540873,0.0000131804,0.00001686205,0.0002159929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03739071,"threshold_uncertainty_score":0.984754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014035149233133,"score_gpt":0.3703843229817751,"score_spread":0.2689808080584618,"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."}}