{"id":"W3156836143","doi":"10.3168/jds.2020-20101","title":"Genome-wide association study and functional analyses for clinical and subclinical ketosis in Holstein cattle","year":2021,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Ketosis; Lactation; Subclinical infection; Genome-wide association study; Biology; Endocrinology; Dairy cattle; Internal medicine; Medicine; Physiology; Single-nucleotide polymorphism; Genetics; Genotype; Pregnancy; Gene; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001241522,0.0003262497,0.0003872913,0.001183101,0.0005799242,0.0006989277,0.0003501394,0.0004167203,0.001670123],"category_scores_gemma":[0.001278471,0.0001574747,0.0009304127,0.001632627,0.0003322588,0.0001473427,0.0003039562,0.0004771654,0.000117175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261726,"about_ca_system_score_gemma":0.00038428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656789,"about_ca_topic_score_gemma":0.01283262,"domain_scores_codex":[0.9991319,0.000253171,0.00006020351,0.0003178806,0.0001077669,0.0001292196],"domain_scores_gemma":[0.9989182,0.0004716287,0.0002620013,0.00009361227,0.00009284728,0.0001617117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001025904,0.0000736173,0.9788247,0.00004951981,0.0008989633,0.0006538235,0.0002171578,0.0002714804,0.01188011,0.0001152398,0.0002337352,0.005755692],"study_design_scores_gemma":[0.00001757558,0.00004843028,0.9987281,0.00000407177,0.0001954607,0.0001578042,0.00006118822,0.0003999282,0.0001607483,0.00003243316,0.0001912746,0.000002834448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988725,0.0002902866,0.0002821984,0.00004292754,0.000005375144,0.000003045231,0.0003353874,0.000007693666,0.0001605206],"genre_scores_gemma":[0.9985228,0.0000972904,0.0004848795,0.0000321107,0.000008599986,0.000007440724,0.0005663369,0.000005358974,0.0002751688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008656789,"threshold_uncertainty_score":0.01721281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339955041280347,"score_gpt":0.3766849362224742,"score_spread":0.3032853858096708,"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."}}