{"id":"W2608056768","doi":"10.3168/jds.2016-12479","title":"Distribution of non-aureus staphylococci species in udder quarters with low and high somatic cell count, and clinical mastitis","year":2017,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Guelph; Cegep de Saint Hyacinthe; Université de Montréal; Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Udder; Mastitis; Somatic cell count; Medicine; Herd; Veterinary medicine; Staphylococcus aureus; Subclinical infection; Biology; Immunology; Animal science; Internal medicine; Microbiology; Lactation; Bacteria; Ice calving","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001277688,0.0000863484,0.0002472253,0.00002161044,0.0002578279,0.0001557913,0.0004030181,0.00004681492,0.00003129077],"category_scores_gemma":[0.0002101734,0.00003421972,0.00003569815,0.0001344675,0.001197295,0.0006389316,0.00009093463,0.000156589,7.370284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001678952,"about_ca_system_score_gemma":0.00005052362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556244,"about_ca_topic_score_gemma":0.0006448556,"domain_scores_codex":[0.9988124,0.00004699697,0.0004232512,0.0001702507,0.0003685894,0.0001785194],"domain_scores_gemma":[0.9989182,0.0001742798,0.0005630634,0.00008553052,0.0001322508,0.0001267152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001680161,0.0002692558,0.938939,0.00007894299,0.00001146218,0.00005588842,0.000368475,0.00001800141,0.04037131,0.0004788225,0.0005072664,0.01873353],"study_design_scores_gemma":[0.0004576015,0.0008562349,0.9960594,0.0001898703,0.000009629135,0.00002376913,0.0005976786,0.0001384003,0.0009869722,0.0003641852,0.000232528,0.00008376148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986863,0.00006031191,0.0001127669,0.0005744422,0.0001835774,0.00007865789,0.00003912443,0.000001964596,0.0002628998],"genre_scores_gemma":[0.9992996,0.0002005335,0.0003244462,0.00003361921,0.00009011848,3.958121e-7,0.00000163682,3.906486e-7,0.0000491923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05712034,"threshold_uncertainty_score":0.4411484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895087466981886,"score_gpt":0.2621493908967432,"score_spread":0.2431985162269243,"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."}}