{"id":"W4386102898","doi":"10.3168/jds.2023-23517","title":"Risk factors for Salmonella Dublin on dairy farms in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; Cegep de Saint Hyacinthe; Université de Montréal; University of Guelph","funders":"Ontario Agri-Food Innovation Alliance; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Ontario","keywords":"Salmonella; Herd; Veterinary medicine; Bulk tank; Logistic regression; Odds ratio; Biology; Animal science; Medicine; Internal medicine; Bacteria","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":[0.0002799843,0.00033714,0.0002489646,0.0008495584,0.002115136,0.0008436076,0.0008361182,0.0003653358,0.002523507],"category_scores_gemma":[0.001064095,0.000356235,0.00035054,0.002363184,0.0007071752,0.0002704023,0.0006486659,0.0005262144,0.0001807151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01363175,"about_ca_system_score_gemma":0.01808648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984163,"about_ca_topic_score_gemma":0.991514,"domain_scores_codex":[0.9994341,0.00003685657,0.00003593096,0.0000870728,0.0002071707,0.000198793],"domain_scores_gemma":[0.9985046,0.0000752471,0.000507451,0.00004539758,0.0004303269,0.0004369731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002632749,0.0000202027,0.9978073,0.0000157775,0.00001191679,0.00009593877,0.0002718069,0.00003326171,0.0002058352,0.00002160123,0.0004487444,0.001041279],"study_design_scores_gemma":[0.000002747625,0.00001875182,0.9985482,0.00001984802,0.000005942798,0.00005190329,0.0008328296,0.00009311939,0.00001637831,0.000008217588,0.0003984488,0.000003624123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954235,0.0004763279,0.00005951885,0.0002989163,0.00001066149,0.00004001955,0.001444098,0.000008469962,0.002238498],"genre_scores_gemma":[0.9978824,0.0003784044,0.0001088453,0.00007152616,0.000005069312,0.00001247554,0.0006415744,0.000003115877,0.0008965314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583695,"threshold_uncertainty_score":0.09890574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225389691059041,"score_gpt":0.2570494181503299,"score_spread":0.2147955212397395,"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."}}