{"id":"W4399090339","doi":"10.1161/circgen.123.004320","title":"Meta-Analysis of Genome-Wide Association Studies Reveals Genetic Mechanisms of Supraventricular Arrhythmias","year":2024,"lang":"en","type":"review","venue":"Circulation Genomic and Precision Medicine","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Western University","funders":"National Health and Medical Research Council; Novo Nordisk Fonden; Sigrid Juséliuksen Säätiö; National Institutes of Health; Canada Research Chairs; Fondation Leducq; Invitae; MyoKardia; Medical Research Council; Bayer; European Commission; Broad Institute; National Heart, Lung, and Blood Institute; Pfizer; American Heart Association; Bristol-Myers Squibb; U.S. Department of Veterans Affairs","keywords":"Supraventricular arrhythmia; Genome-wide association study; Genetic association; Association (psychology); Genetics; Biology; Computational biology; Medicine; Internal medicine; Single-nucleotide polymorphism; Gene; Genotype; Atrial fibrillation; Psychology","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":[0.01474575,0.001831154,0.003833239,0.00420075,0.0007540315,0.003089591,0.001912739,0.001562502,0.002489709],"category_scores_gemma":[0.02280542,0.0007935151,0.01880429,0.007215292,0.0007184669,0.0009621888,0.001548132,0.001611131,0.00022235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006137228,"about_ca_system_score_gemma":0.0009359175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280927,"about_ca_topic_score_gemma":0.00470245,"domain_scores_codex":[0.9866086,0.006886579,0.001639671,0.003195205,0.001161493,0.0005084052],"domain_scores_gemma":[0.9698936,0.0218309,0.003279621,0.003666366,0.0008612539,0.0004682677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001945862,0.00002669363,0.5869377,0.003623173,0.3819812,0.000964177,0.0001715298,0.003910319,0.002334322,0.0008171436,0.001375152,0.01591275],"study_design_scores_gemma":[0.0003773912,0.0004080758,0.5219886,0.001301352,0.4583707,0.001690013,0.0002586141,0.006497379,0.001222871,0.003752814,0.004066654,0.00006570433],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5200411,0.4369914,0.02815685,0.003855936,0.0007603534,0.000124212,0.006361148,0.0005719805,0.003137142],"genre_scores_gemma":[0.9802284,0.01535266,0.002517195,0.0003481371,0.0001811509,0.00006056267,0.001054911,0.00007339357,0.0001836694],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01474575,"threshold_uncertainty_score":0.07798398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09324499669748995,"score_gpt":0.3541322095591967,"score_spread":0.2608872128617067,"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."}}