{"id":"W2027042289","doi":"10.3168/jds.2013-6815","title":"Herd- and cow-level risk factors associated with subclinical mastitis in dairy farms from the High Plains of the northern Antioquia, Colombia","year":2014,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Udder; Mastitis; Milking; Herd; Breed; Somatic cell count; California mastitis test; Veterinary medicine; Medicine; Animal science; Ice calving; Biology; Lactation; Pregnancy","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":[0.0003443629,0.0002831041,0.0002584402,0.0005694049,0.0005046384,0.0005890384,0.0002802011,0.0002064941,0.0009487876],"category_scores_gemma":[0.001108452,0.0002148843,0.0002069629,0.0005541273,0.0002031568,0.0001784067,0.0003367463,0.0002086436,0.00006278769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073533,"about_ca_system_score_gemma":0.0006236777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2153446,"about_ca_topic_score_gemma":0.3177489,"domain_scores_codex":[0.9997721,0.00006136081,0.00002025682,0.00005132567,0.0000344289,0.00006042806],"domain_scores_gemma":[0.9994298,0.00009700865,0.0002372938,0.00003479771,0.00006702498,0.0001340385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004755147,0.00001632831,0.9987757,0.000009711435,0.00001366178,0.00004624035,0.0001056596,0.00002035275,0.0002181325,0.00000426224,0.00003611458,0.0007064836],"study_design_scores_gemma":[0.000001616516,0.00001527259,0.9996891,0.000003359348,0.000004609348,0.00002963171,0.0001637653,0.00004243078,0.000005883016,0.000001463138,0.00004209833,8.052207e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993134,0.0002352195,0.00002692315,0.00002399424,0.000001625181,0.000008974797,0.0001532371,0.000001741873,0.000234871],"genre_scores_gemma":[0.9996281,0.00008717887,0.00005047383,0.000007520188,0.000001634016,0.000006148819,0.0001339848,4.537408e-7,0.00008444212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153446,"threshold_uncertainty_score":0.4281823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402007282679893,"score_gpt":0.2409422829252779,"score_spread":0.2007415546572886,"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."}}