{"id":"W3190451416","doi":"10.1002/vro2.19","title":"Risk factors for digital dermatitis in free‐stall‐housed, Canadian dairy cattle","year":2021,"lang":"en","type":"article","venue":"Veterinary Record Open","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Livestock and Meat Agency; Agriculture Funding Consortium; Dairy Farmers of Canada","keywords":"Stall (fluid mechanics); Dairy cattle; Business; Animal science; Biology; Engineering","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":[0.0003296096,0.0001962079,0.000170165,0.0008264206,0.001112362,0.0005349811,0.0005606132,0.0002291789,0.002187101],"category_scores_gemma":[0.001191975,0.0001758143,0.0002289103,0.001172395,0.0004039114,0.0001706793,0.0002906506,0.0003239574,0.00009887646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00465378,"about_ca_system_score_gemma":0.004605528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.863835,"about_ca_topic_score_gemma":0.929637,"domain_scores_codex":[0.9996334,0.00002393617,0.00001669037,0.00005580467,0.0001580337,0.0001120842],"domain_scores_gemma":[0.9992404,0.000101242,0.0003073808,0.00002820352,0.0001669803,0.000155862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002506418,0.00001815462,0.9975287,0.00001462926,0.00001875731,0.00003263275,0.00008810575,0.0000406416,0.0001651086,0.00001544733,0.0001350328,0.001917661],"study_design_scores_gemma":[8.90487e-7,0.00001298912,0.9996094,0.000007324685,0.000007890192,0.0000348515,0.0001048031,0.00005505844,0.00001266156,0.000005698283,0.0001472444,0.000001199437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998254,0.0003067346,0.00006295577,0.00005721342,0.000002290989,0.00001248546,0.0006944496,0.000003734493,0.0006061067],"genre_scores_gemma":[0.9987248,0.000227875,0.0002099157,0.00001854977,0.000002515138,0.000006395919,0.0004965976,0.000001108522,0.0003122704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136165,"threshold_uncertainty_score":0.2739337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09053013372769683,"score_gpt":0.3349592322504333,"score_spread":0.2444290985227365,"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."}}