{"id":"W4312172991","doi":"10.3389/fvets.2022.1061632","title":"Impact of recycled manure solids bedding on hygiene and odds of hock lesions in dairy cows","year":2022,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Fonds de Recherche du Québec – Nature et Technologies","funders":"Novalait; Natural Sciences and Engineering Research Council of Canada; Agria Djurförsäkring; Fonds Québécois de la Recherche sur la Nature et les Technologies; Canadian Dairy Commission","keywords":"Odds ratio; Udder; Herd; Odds; Hygiene; Animal science; Hock; Manure; Veterinary medicine; Medicine; Straw; Mastitis; Biology; Agronomy; Logistic regression; 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":[0.000691732,0.0001414695,0.0002036738,0.000369407,0.0001986593,0.0004529587,0.0001889156,0.0003482762,0.001107446],"category_scores_gemma":[0.001578512,0.0002107723,0.0004126256,0.0003360108,0.0002645197,0.0002825093,0.0002733156,0.0003541629,0.0000990298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155456,"about_ca_system_score_gemma":0.0001866608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273113,"about_ca_topic_score_gemma":0.003322726,"domain_scores_codex":[0.9994162,0.0001910566,0.00005233907,0.0001326572,0.0001154642,0.0000923558],"domain_scores_gemma":[0.9983908,0.0004813448,0.0008023415,0.00007253042,0.00007643239,0.0001766362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248388,0.00009226351,0.9981243,0.00000852203,0.00003931346,0.00003243891,0.00005803104,0.00002689809,0.0003943513,0.000006103223,0.00001629485,0.0009531245],"study_design_scores_gemma":[0.000002197742,0.0003607862,0.9992848,0.000003564566,0.00001402296,0.00004796733,0.00009917162,0.0001007819,0.00004986515,0.000006485094,0.00002879532,0.000001412267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997906,0.00008476231,0.00001377236,0.000006093157,9.835439e-7,0.000001499688,0.0000292159,6.149909e-7,0.00007244423],"genre_scores_gemma":[0.9997639,0.00005741663,0.00004182299,0.000007297576,0.000002097369,0.000001516429,0.00004989519,4.464513e-7,0.00007558764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00273113,"threshold_uncertainty_score":0.00543052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549876853481203,"score_gpt":0.3580602115678511,"score_spread":0.3030725262197307,"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."}}