{"id":"W2056871782","doi":"10.3168/jds.2011-5148","title":"Evaluation of minor pathogen intramammary infection, susceptibility parameters, and somatic cell counts on the development of new intramammary infections with major mastitis pathogens","year":2012,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq; University of Prince Edward Island","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Milk; Dairy Farmers of Canada; Atlantic Veterinary College; Novalait; Université de Montréal; Public Health Agency; Public Health Agency of Canada","keywords":"Mastitis; Somatic cell count; Pathogen; Somatic cell; Biology; Immunology; Microbiology; Lactation; Genetics; Pregnancy; Ice calving; Gene","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":[0.001912828,0.0004481252,0.0005690475,0.0005318307,0.0002014833,0.0003714735,0.0003120923,0.0003543337,0.0007402177],"category_scores_gemma":[0.003243829,0.0001262558,0.0005837342,0.0006033335,0.0002837373,0.0002952416,0.0002737373,0.0004698105,0.00008037138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004243157,"about_ca_system_score_gemma":0.0006941275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006423034,"about_ca_topic_score_gemma":0.01244433,"domain_scores_codex":[0.9990674,0.0003316456,0.00006138016,0.0001561532,0.0002378987,0.0001456146],"domain_scores_gemma":[0.9952595,0.00224848,0.00105709,0.0001838093,0.000528672,0.0007224074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004387683,0.0003618399,0.9821981,0.0000636511,0.0002275478,0.00008852405,0.0001507621,0.000111282,0.003811594,0.00001393845,0.00004883087,0.008536137],"study_design_scores_gemma":[0.000004199727,0.001255142,0.9981862,0.000003713917,0.00006980773,0.00002872114,0.00004218395,0.0001092666,0.0002303364,0.00000432377,0.000064174,0.000001835703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986988,0.0007066897,0.00007572901,0.00001209616,0.000003545448,0.00001259453,0.0001246593,0.000002380169,0.0003634549],"genre_scores_gemma":[0.9992423,0.0001957845,0.0001286548,0.00001161967,0.000005613957,0.000007522306,0.0001314825,0.000001024185,0.0002760159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006423034,"threshold_uncertainty_score":0.01277131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794086154537076,"score_gpt":0.260263127835513,"score_spread":0.2123222662901422,"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."}}