{"id":"W2039122614","doi":"10.3168/jds.2013-7657","title":"Association of coagulase-negative staphylococcal species, mammary quarter milk somatic cell count, and persistence of intramammary infection in dairy cattle","year":2014,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Université de Montréal","funders":"Public Health Agency; Dairy Farmers of Ontario; Dairy Farmers of Nova Scotia; Public Health Agency of Canada; Dairy Farmers of Canada; Agriculture and Agri-Food Canada; Novalait; Université de Montréal; American Association of Bovine Practitioners; Innovation PEI; University of Missouri; Natural Sciences and Engineering Research Council of Canada; Alberta Milk; U.S. Department of Agriculture","keywords":"Mastitis; Somatic cell count; Biology; Herd; Coagulase; Ice calving; Veterinary medicine; Lactation; Persistence (discontinuity); Staphylococcus; Mammary gland; Raw milk; Dairy cattle; Animal science; Microbiology; Staphylococcus aureus; Medicine; Food science; Pregnancy; Bacteria; Genetics","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":[0.0005003397,0.0002189624,0.0003378032,0.0007848805,0.0004780509,0.0007423958,0.0003565475,0.000357723,0.0006252761],"category_scores_gemma":[0.001391776,0.0001949713,0.0002255567,0.0007532297,0.0004833261,0.0002455991,0.0002696254,0.0003713054,0.00007369569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516791,"about_ca_system_score_gemma":0.001193242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1219612,"about_ca_topic_score_gemma":0.1668568,"domain_scores_codex":[0.9994705,0.00005916969,0.00003689914,0.0001084794,0.0001897009,0.0001352207],"domain_scores_gemma":[0.9988075,0.0002134269,0.0004138497,0.00003854346,0.0002472916,0.0002793392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439524,0.00001945643,0.996814,0.00001027246,0.00002731663,0.00005722528,0.00008572355,0.00003257782,0.001761533,0.000004300278,0.00002116853,0.001022621],"study_design_scores_gemma":[8.648671e-7,0.00006857581,0.9995153,0.000002858879,0.00000821588,0.00006996504,0.0001228862,0.00008354296,0.00008447874,0.000003065197,0.00003913552,0.000001296765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995752,0.0001761665,0.00003479474,0.00001007188,0.000001047263,0.000001923487,0.00007536903,0.000001748805,0.0001235569],"genre_scores_gemma":[0.9995778,0.00009434892,0.00007497716,0.00001144016,0.000002113246,0.000001712167,0.0001419699,8.768074e-7,0.0000946474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219612,"threshold_uncertainty_score":0.2425026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166665834085366,"score_gpt":0.2180162201702028,"score_spread":0.2013496367616662,"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."}}