{"id":"W2121540949","doi":"","title":"Genetic and genomic evaluation of mastitis resistance in Canada.","year":2013,"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":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission; Agriculture and Agri-Food Canada; University of Guelph","funders":"","keywords":"Mastitis; Udder; Metritis; Lameness; Veterinary medicine; Milk fever; Animal science; California mastitis test; Milking; Biology; Herd; Medicine; Lactation; Ice calving; Pregnancy; Genetics; Pathology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001034963,0.0002961754,0.0002638367,0.0001226625,0.00005668782,0.0000470574,0.0004961414,0.0001443208,0.01179997],"category_scores_gemma":[0.0003420509,0.0003256839,0.00005970637,0.0001070929,0.00007418257,0.000005331958,0.0002238907,0.0001532273,0.000203239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345172,"about_ca_system_score_gemma":0.0008527681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1416285,"about_ca_topic_score_gemma":0.2540004,"domain_scores_codex":[0.9966906,0.000382619,0.0007987772,0.0006623875,0.001147431,0.0003182422],"domain_scores_gemma":[0.9974476,0.00007325389,0.0003526204,0.0004267003,0.001578461,0.0001213977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00166111,0.001067371,0.118546,0.000658274,0.001297915,0.000009835657,0.00190133,0.1282507,0.07344414,0.004938522,0.5982465,0.06997827],"study_design_scores_gemma":[0.003382655,0.0001312481,0.8298587,0.0001770643,0.0001279052,0.00002792913,0.0005848447,0.004270155,0.001639217,0.002050029,0.157207,0.0005433311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737838,0.002078469,0.0006396792,0.01000813,0.0004543115,0.001208853,0.00006425383,0.000009571215,0.01175296],"genre_scores_gemma":[0.9852687,0.00008488925,0.01126513,0.001619435,0.0002075842,0.0003930731,0.0001904014,0.00004010672,0.0009306993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7113127,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460462313908584,"score_gpt":0.2393663064591476,"score_spread":0.2247616833200617,"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."}}