{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002647731,0.000217449,0.0004301221,0.0001791704,0.000367741,0.0001428477,0.001012373,0.0001499785,0.0002212187],"category_scores_gemma":[0.0006849664,0.0001270992,0.00007859335,0.002200335,0.0005330984,0.0004105491,0.000291183,0.0004287008,0.00001919418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536587,"about_ca_system_score_gemma":0.0003618374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01960351,"about_ca_topic_score_gemma":0.1656383,"domain_scores_codex":[0.996437,0.0005544621,0.0005978001,0.001061735,0.0005956728,0.0007533082],"domain_scores_gemma":[0.9989669,0.0001950575,0.00009883983,0.0002673159,0.00008439723,0.0003875179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008403849,0.0003720981,0.9585081,0.000005097589,0.000005876818,0.001949354,0.0003424564,0.00002931347,0.001376376,0.0001839872,0.002126013,0.03501727],"study_design_scores_gemma":[0.0003677093,0.001444474,0.9782178,0.0001021835,0.000004550403,0.00004739977,0.001891423,0.0005794638,0.00003309578,0.0003932546,0.01661763,0.000301026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929039,0.0001032149,0.000034481,0.0006856233,0.002090915,0.0004226124,0.0000386264,0.00004035881,0.003680244],"genre_scores_gemma":[0.9969647,0.0001372954,0.001167243,0.0009540919,0.0001258614,0.00004608505,0.00001820762,0.000002080528,0.0005844514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460348,"threshold_uncertainty_score":0.986925,"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."}}