{"id":"W1947197992","doi":"10.1111/j.1751-0813.2010.00649.x","title":"Subclinical mastitis and associated risk factors on dairy farms in New South Wales","year":2011,"lang":"en","type":"article","venue":"Australian Veterinary Journal","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Milking; Udder; Herd; Medicine; Mastitis; Animal science; Somatic cell count; Veterinary medicine; Subclinical infection; Biology; Lactation; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004834064,0.0001873866,0.0002417317,0.00002891033,0.000211279,0.00007459849,0.0002504146,0.0001825798,0.001914402],"category_scores_gemma":[0.0002026277,0.0000819036,0.0001130054,0.000142956,0.0001011497,0.0001797212,0.00007256449,0.0005974403,0.00003296692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324025,"about_ca_system_score_gemma":0.00001663884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008021998,"about_ca_topic_score_gemma":0.0006593876,"domain_scores_codex":[0.9984493,0.0003104182,0.0004107449,0.0002616842,0.0001943546,0.0003734967],"domain_scores_gemma":[0.999229,0.0001740377,0.0002087575,0.00005454494,0.00002088206,0.0003127536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005121128,0.0004249589,0.9362183,0.000008237892,0.00007730728,0.0008736289,0.003941075,0.000004947934,0.002919261,0.0002623407,0.004101789,0.05065607],"study_design_scores_gemma":[0.0004007827,0.002046258,0.988672,0.00007950026,0.00001406555,0.0001526939,0.001121288,0.000002878402,0.000085872,0.001703327,0.005502007,0.0002193414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985942,0.0000276649,0.000002387982,0.000367866,0.0003473182,0.00007848422,0.0000831781,0.00003041041,0.0004684598],"genre_scores_gemma":[0.9980491,0.000186811,0.0001326325,0.0000882052,0.0002091851,0.000001063395,0.00001682068,0.000001745652,0.001314485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05245372,"threshold_uncertainty_score":0.998998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900727531975617,"score_gpt":0.2936998206647902,"score_spread":0.1036270674672285,"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."}}