{"id":"W1839801220","doi":"","title":"Index for mastitis resistance and use of BHBA for evaluation of health traits in Canadian Holsteins.","year":2014,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission; University of Guelph","funders":"","keywords":"Udder; Mastitis; Animal science; Lactation; California mastitis test; Heritability; Ketosis; Medicine; Veterinary medicine; Biology; Ice calving; Endocrinology; Genetics; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001418133,0.0006293335,0.0003211841,0.001917736,0.0009842681,0.0005739221,0.0009797175,0.0002972962,0.002605201],"category_scores_gemma":[0.001400432,0.0001829727,0.0003862916,0.001638124,0.0002982907,0.0001450428,0.0003596269,0.0003843069,0.000440283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017001,"about_ca_system_score_gemma":0.006270648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9157322,"about_ca_topic_score_gemma":0.9588031,"domain_scores_codex":[0.9991966,0.00007949865,0.00002988526,0.0001287812,0.0004279428,0.0001372835],"domain_scores_gemma":[0.998952,0.00006605905,0.0002389296,0.00004982463,0.0004167477,0.0002763516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005572505,0.0001984152,0.9362495,0.00008403264,0.0001779142,0.0002342261,0.0004163448,0.0005382751,0.008428262,0.0002816257,0.004714769,0.04811955],"study_design_scores_gemma":[0.000007342067,0.0000768242,0.9974586,0.000009175107,0.00002882659,0.0000612221,0.00006877558,0.0004421051,0.000291765,0.00001733447,0.001531553,0.000006573044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714921,0.001327262,0.002046446,0.000257709,0.00003749273,0.0002337834,0.01366081,0.0002105868,0.01073371],"genre_scores_gemma":[0.9731628,0.0006089931,0.007614048,0.00009982129,0.000008968654,0.0001109985,0.008649234,0.00004115764,0.009703935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0842678,"threshold_uncertainty_score":0.1695281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760450262839669,"score_gpt":0.3045351348213262,"score_spread":0.2669306321929295,"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."}}