{"id":"W4399301653","doi":"10.1161/circresaha.123.323973","title":"Genetic Architecture and Clinical Outcomes of Combined Lipid Disturbances","year":2024,"lang":"en","type":"article","venue":"Circulation Research","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Human Genome Research Institute; National Heart, Lung, and Blood Institute; Massachusetts General Hospital","keywords":"Hazard ratio; Internal medicine; Medicine; Population; Coronary artery disease; Hypertriglyceridemia; Interquartile range; Genome-wide association study; Bioinformatics; Biology; Genetics; Single-nucleotide polymorphism; Cholesterol; Confidence interval; Genotype; Gene; Triglyceride; Environmental health","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":[0.0008354074,0.0004718281,0.0004069938,0.0008637412,0.0003824044,0.0007331318,0.0003726271,0.0005580601,0.001898157],"category_scores_gemma":[0.003006054,0.000266378,0.0003684946,0.0009835936,0.0005561374,0.00025225,0.0007206574,0.0005020342,0.0001848884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686039,"about_ca_system_score_gemma":0.0002463944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004949,"about_ca_topic_score_gemma":0.00137406,"domain_scores_codex":[0.9992728,0.0002203871,0.00007281471,0.0002592148,0.0000966126,0.00007825554],"domain_scores_gemma":[0.9974553,0.0005060977,0.001324107,0.0002189131,0.0001684319,0.0003270686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005048481,0.00001782557,0.9965051,0.000008508772,0.000136696,0.0003801918,0.00005499917,0.0001148095,0.001035076,0.00004809477,0.00006544132,0.00112838],"study_design_scores_gemma":[0.0000154811,0.00007484877,0.9979299,0.000005555875,0.0000679899,0.001253205,0.00005090407,0.0002794344,0.0001198951,0.0001366612,0.00006115501,0.000004938638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993262,0.0001563274,0.0001270391,0.00003501367,0.000002826135,0.00000428262,0.0001464448,0.000005355956,0.0001964489],"genre_scores_gemma":[0.9996841,0.00003553455,0.00007165428,0.000007486875,0.000005729186,0.000003423406,0.0001482493,0.000002110214,0.00004187369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002004949,"threshold_uncertainty_score":0.006349981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721770086184814,"score_gpt":0.4117857554418088,"score_spread":0.3545680545799607,"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."}}