{"id":"W65041512","doi":"","title":"Evaluation of the California mastitis test to detect an intramammary infection with a major pathogen in early lactation dairy cows.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mastitis; Lactation; Pathogen; California mastitis test; Gold standard (test); Biology; Veterinary medicine; Medicine; Animal science; Immunology; Microbiology; Internal medicine; Pregnancy; Ice calving","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00208421,0.0002899134,0.000238065,0.0008302273,0.0001720852,0.0003205344,0.0002561412,0.0003357166,0.0004839531],"category_scores_gemma":[0.003989894,0.0001334209,0.0001748337,0.0002998269,0.0001981476,0.000170944,0.0001992424,0.0003216937,0.0001370323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893592,"about_ca_system_score_gemma":0.0002967952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025602,"about_ca_topic_score_gemma":0.003937823,"domain_scores_codex":[0.9991121,0.0003109692,0.00005108924,0.000111222,0.0003319266,0.00008266072],"domain_scores_gemma":[0.9973202,0.0009672001,0.0006719881,0.00007574862,0.0006115563,0.0003533133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640797,0.0002931832,0.9234682,0.0001529167,0.000092438,0.0003191478,0.0001378095,0.00011586,0.04056689,0.00002290903,0.0004127664,0.0327771],"study_design_scores_gemma":[0.00003140277,0.003006705,0.9810022,0.00003643344,0.00009657727,0.002155525,0.0001195526,0.0009470917,0.01144281,0.00001381435,0.001137114,0.00001063434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994379,0.002772496,0.0007212522,0.00008012889,0.00003727761,0.00003753654,0.0001503684,0.00002986082,0.001792247],"genre_scores_gemma":[0.9959728,0.0004735745,0.002767846,0.00008762955,0.00002399543,0.00001532096,0.0002542146,0.000003390942,0.00040134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0025602,"threshold_uncertainty_score":0.01102251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289143975756346,"score_gpt":0.2245720373625045,"score_spread":0.191680597604941,"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."}}