{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008430728,0.0004597038,0.0004148651,0.002238365,0.002268333,0.0007914064,0.000591327,0.0003183872,0.003289063],"category_scores_gemma":[0.0009860214,0.0002127118,0.0005080192,0.003904022,0.0004011581,0.0001215508,0.000434222,0.0004756391,0.000431741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722003,"about_ca_system_score_gemma":0.01894423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800724,"about_ca_topic_score_gemma":0.9875299,"domain_scores_codex":[0.9990038,0.00008045583,0.00003106858,0.0001789985,0.0004996948,0.0002059805],"domain_scores_gemma":[0.9985843,0.00008550519,0.0001057259,0.00004078713,0.0009410376,0.0002427058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002132582,0.0007948712,0.6511138,0.0002562309,0.0006075834,0.003211624,0.004123287,0.003041798,0.1234831,0.00518035,0.01869047,0.1873643],"study_design_scores_gemma":[0.00005716773,0.0002325564,0.9605494,0.00003715405,0.0001332666,0.0005166795,0.000842081,0.002436596,0.003793423,0.0001514912,0.03121224,0.00003796602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333768,0.002950782,0.005936582,0.001251071,0.00009545419,0.0003355101,0.03259499,0.0002730682,0.02318563],"genre_scores_gemma":[0.9459979,0.001421206,0.009105713,0.0004830299,0.00001348355,0.0001132379,0.01493117,0.00008167058,0.02785264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01992762,"threshold_uncertainty_score":0.1249406,"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."}}