{"id":"W4224210160","doi":"10.3389/fvets.2022.859858","title":"Association Between Recycled Manure Solids Bedding and Subclinical Mastitis Incidence: A Canadian Cohort Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut de Recherche et de Développement en Agroenvironnement; 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":"Mastitis; Animal science; Veterinary medicine; Subclinical infection; Manure; Somatic cell count; Medicine; Incidence (geometry); Bedding; Lactation; Biology; Mathematics; Internal medicine; Ecology; Ice calving; Pregnancy","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":[0.0009354089,0.0005865037,0.0006430458,0.001047893,0.002226046,0.000988087,0.001344027,0.0006899199,0.002294348],"category_scores_gemma":[0.001642778,0.0007065315,0.001057205,0.003256368,0.0005010372,0.0004695406,0.0007905135,0.0009399229,0.0002837895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009526984,"about_ca_system_score_gemma":0.01144563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605326,"about_ca_topic_score_gemma":0.9716582,"domain_scores_codex":[0.999172,0.00005941117,0.00005589344,0.000254273,0.0002316752,0.0002268197],"domain_scores_gemma":[0.9983612,0.00006412854,0.0003526138,0.0001533161,0.0007131477,0.0003556473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463212,0.00003256306,0.9969574,0.00004046823,0.0001550296,0.00007954244,0.000271923,0.00003066237,0.0002574756,0.00004309994,0.0006088224,0.001376627],"study_design_scores_gemma":[0.00001408731,0.00004268522,0.9987575,0.00002298662,0.00007640361,0.0000586108,0.0002994448,0.0001417175,0.00002428886,0.00001373936,0.0005384632,0.00001000389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932285,0.0009491443,0.0001439049,0.0001848745,0.00001537765,0.00005536632,0.004534357,0.000008271753,0.0008802075],"genre_scores_gemma":[0.9958225,0.0007112113,0.0002727594,0.0001100876,0.000009201673,0.00003463424,0.002276612,0.000006715102,0.0007562164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03946739,"threshold_uncertainty_score":0.07939959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735747606260019,"score_gpt":0.273065548779738,"score_spread":0.2457080727171378,"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."}}