{"id":"W4389679887","doi":"10.6000/1927-520x.2023.12.14","title":"Prevalence and Risk Factors of Mastitis among Dairy Buffaloes from the Departments of Antioquia and Córdoba, Colombia","year":2023,"lang":"en","type":"article","venue":"Journal of Buffalo Science","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":"Universidad de Antioquia","keywords":"Milking; Mastitis; Veterinary medicine; California mastitis test; Barn; Population; Medicine; Hygiene; Somatic cell count; Animal science; Biology; Environmental health; Geography; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000316481,0.0003409328,0.000285235,0.0009577232,0.0005848545,0.0006191544,0.0003365748,0.0002721315,0.001580508],"category_scores_gemma":[0.0009333423,0.0001825775,0.0001328774,0.0006691132,0.0003324172,0.000195426,0.0004741552,0.0002489891,0.0001012237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310732,"about_ca_system_score_gemma":0.0007520216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1528512,"about_ca_topic_score_gemma":0.2052431,"domain_scores_codex":[0.999754,0.00004185526,0.00002027674,0.00005795939,0.00005503796,0.00007080587],"domain_scores_gemma":[0.9994548,0.00008158274,0.0002019857,0.0000176279,0.0001036722,0.0001403465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005200638,0.0000332456,0.9974439,0.00003222029,0.000009599839,0.0001436501,0.0002892981,0.000009470244,0.0004395976,0.00001014411,0.0001341553,0.001402705],"study_design_scores_gemma":[0.000003132563,0.00003661303,0.998431,0.00002047261,0.000007151633,0.0001856391,0.0009067689,0.00003558067,0.00002931339,0.000003517061,0.0003384753,0.000002236546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985545,0.0005080684,0.00002485864,0.00005958502,0.000005181214,0.00001659534,0.0003147488,0.000002541105,0.0005138762],"genre_scores_gemma":[0.9990849,0.0003500989,0.00006817462,0.00002320319,0.000005182691,0.00001220844,0.000287402,9.363288e-7,0.0001677109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528512,"threshold_uncertainty_score":0.3039231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277558607026825,"score_gpt":0.2400468468658374,"score_spread":0.2172712607955692,"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."}}