{"id":"W7023870733","doi":"","title":"Prevalence of Mastitis and Effectiveness of Mastitis Control in Dairy Cattle in Mathira Constituency, Nyeri County, Kenya.","year":2014,"lang":"en","type":"article","venue":"University of Nairobi Research Archive (University of Nairobi)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Dairy cattle; Quarter (Canadian coin); Isolation (microbiology); Staphylococcus aureus; California mastitis test; Prevalence; Staphylococcus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003795438,0.0001981005,0.0001480204,0.0005879278,0.0006690995,0.0003341371,0.0002718152,0.0002844336,0.00129679],"category_scores_gemma":[0.0009031326,0.000234798,0.00008855953,0.0003943228,0.0003588091,0.0003244328,0.0003024951,0.0001718022,0.0001362832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008299236,"about_ca_system_score_gemma":0.0005373104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711736,"about_ca_topic_score_gemma":0.09678719,"domain_scores_codex":[0.9996969,0.00007197984,0.00003028244,0.00004481071,0.00007999457,0.00007617834],"domain_scores_gemma":[0.9994899,0.0000737668,0.0002885375,0.000009907639,0.0000490275,0.00008884611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007592428,0.00008396489,0.9922322,0.00006394093,0.00001913174,0.0002324466,0.0009911581,0.00003429618,0.002122,0.00003158156,0.0001264889,0.003986784],"study_design_scores_gemma":[0.000003068284,0.0001533828,0.997951,0.00001384546,0.000006453681,0.0001769366,0.001246696,0.00004301627,0.00008658704,0.000005233173,0.0003110367,0.00000267266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992208,0.0002063585,0.00001653719,0.00004085215,0.000001622023,0.000008736207,0.0001026765,0.000001036914,0.0004012836],"genre_scores_gemma":[0.9991723,0.0001881301,0.0001032267,0.00002007038,0.000002669579,0.000009552702,0.0001385872,3.646897e-7,0.0003651785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02711736,"threshold_uncertainty_score":0.05391908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908898823014458,"score_gpt":0.2248244927058836,"score_spread":0.205735504475739,"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."}}