{"id":"W3206860728","doi":"10.1093/jas/skab235.068","title":"72 A One-health Perspective on S. aureus Induced Mastitis","year":2021,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"","keywords":"Mastitis; Staphylococcus aureus; Udder; Transmission (telecommunications); Culling; Medicine; Antibiotics; Somatic cell count; Milking; Biology; Veterinary medicine; Microbiology; Bacteria; Lactation; Pregnancy; Herd","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007086698,0.000534253,0.0005324003,0.002460435,0.000311775,0.00121557,0.0004585502,0.001991621,0.01141807],"category_scores_gemma":[0.001687523,0.0001335726,0.0007149506,0.001261759,0.0005373253,0.001476182,0.0006589869,0.001555232,0.002664836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007697311,"about_ca_system_score_gemma":0.001169417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339696,"about_ca_topic_score_gemma":0.002063676,"domain_scores_codex":[0.99958,0.0001404675,0.00005579056,0.00006158267,0.0001213843,0.00004080327],"domain_scores_gemma":[0.9986632,0.0006917979,0.0001627996,0.00002653962,0.000344886,0.0001108333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001385887,0.000129719,0.00140486,0.02978662,0.0001759995,0.00114492,0.0003472112,0.0002483078,0.001960467,0.01355117,0.1454212,0.805691],"study_design_scores_gemma":[0.000008843896,0.0002124645,0.002278475,0.01136222,0.0001478589,0.00209532,0.0003103443,0.00005647974,0.0002235243,0.002799781,0.9804854,0.00001927154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000347565,0.9859535,0.0002019305,0.007050237,0.002406456,0.000008019486,0.00006926972,0.00001512764,0.003947859],"genre_scores_gemma":[0.003593276,0.9861693,0.0002554086,0.004163948,0.003548681,0.00001201461,0.00007434276,0.00000401569,0.002178951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141807,"threshold_uncertainty_score":0.03819728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157564448271901,"score_gpt":0.3206385969552629,"score_spread":0.2490629524725439,"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."}}