{"id":"W3203157977","doi":"10.3389/fvets.2021.742868","title":"Clinical Mastitis Incidence in Dairy Cows Housed on Recycled Manure Solids Bedding: A Canadian Cohort Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Université de Montréal; Fonds de Recherche du Québec - Santé","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":"Mastitis; Streptococcus uberis; Manure; Veterinary medicine; Straw; Biology; Animal science; Streptococcus dysgalactiae; Incidence (geometry); Herd; Staphylococcus aureus; Microbiology; Medicine; Streptococcus agalactiae; Bacteria; Streptococcus; Agronomy","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":[0.0005677241,0.0005752921,0.0004640848,0.001191183,0.001902964,0.0008339607,0.001065632,0.0005270434,0.001625512],"category_scores_gemma":[0.0009294819,0.0006590701,0.0007934281,0.002439662,0.0004779115,0.0004430932,0.0007297116,0.0005716818,0.000237827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007248163,"about_ca_system_score_gemma":0.005045476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8916487,"about_ca_topic_score_gemma":0.9243672,"domain_scores_codex":[0.9993699,0.00004091037,0.00003351312,0.0001801893,0.0001913851,0.0001841712],"domain_scores_gemma":[0.9991124,0.00003331964,0.0002623368,0.00008355653,0.0003171392,0.0001911175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008509849,0.00002187187,0.997692,0.00001711175,0.00005183831,0.00008216594,0.0002852255,0.00001551843,0.0004023022,0.00001528353,0.0001879845,0.001143617],"study_design_scores_gemma":[0.000003707169,0.0000407921,0.99913,0.000008447762,0.00002518774,0.00007971144,0.0003306438,0.00005502679,0.00002891424,0.000004488088,0.0002878977,0.000005374259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980062,0.000297312,0.00004826345,0.00003671984,0.000003830983,0.00002545567,0.00120139,0.000003433282,0.0003775152],"genre_scores_gemma":[0.9974449,0.0004419906,0.0001285075,0.00004982496,0.000004476503,0.00002138873,0.001378666,0.000004534552,0.0005258441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083513,"threshold_uncertainty_score":0.2179787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649385017111194,"score_gpt":0.3082533141165279,"score_spread":0.2617594639454159,"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."}}