{"id":"W1969080488","doi":"10.3168/jds.2012-5940","title":"Herd-level risk factors for lameness in freestall farms in the northeastern United States and California","year":2012,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novus International; University of British Columbia","keywords":"Lameness; Herd; Milking; Animal science; Bedding; Medicine; Odds ratio; Confidence interval; Veterinary medicine; Hoof; Biology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008740986,0.0001738643,0.0002550944,0.0007085844,0.0005130001,0.0005366479,0.000415223,0.0002701027,0.0009912451],"category_scores_gemma":[0.001794048,0.0002653575,0.0002109044,0.0006904586,0.0002913845,0.0003289786,0.0003172304,0.0002440319,0.0000677634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261671,"about_ca_system_score_gemma":0.0005642529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1009244,"about_ca_topic_score_gemma":0.2058658,"domain_scores_codex":[0.9995545,0.0001197591,0.000038308,0.0001091444,0.00009088243,0.00008747867],"domain_scores_gemma":[0.9980754,0.00041281,0.0008816525,0.00007977195,0.0002267644,0.0003236047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001839987,0.00001220486,0.9994745,0.000002802055,0.00001113098,0.00001808181,0.00004406673,0.00002059149,0.00004318136,0.000003641446,0.00004843671,0.0003029383],"study_design_scores_gemma":[0.000001599866,0.00001769311,0.9997461,0.000003160492,0.000004619512,0.00002354086,0.0001148978,0.00004572524,0.000003820288,0.000002189165,0.00003595874,6.798631e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996921,0.00009082372,0.00001350431,0.00001460125,0.000001124493,0.000001830217,0.00007307724,0.000001293042,0.0001116752],"genre_scores_gemma":[0.9995715,0.00006882163,0.00004267217,0.0000143251,0.000003011405,0.000003038378,0.0002111512,7.079732e-7,0.0000847898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009244,"threshold_uncertainty_score":0.2006739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08943764994301523,"score_gpt":0.3413820157413529,"score_spread":0.2519443657983377,"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."}}