{"id":"W4400025864","doi":"10.17615/ds6y-7f02","title":"Genetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institutes of Health; Novo Nordisk Fonden; Ministério da Saúde; Fonds de Recherche du Québec - Santé; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Financiadora de Estudos e Projetos; Fogarty International Center; National Heart, Lung, and Blood Institute; Vetenskapsrådet; Conselho Nacional de Desenvolvimento Científico e Tecnológico; ZonMw; University College London Hospitals NHS Foundation Trust; European Commission; Novo Nordisk; National Institute for Health and Care Research; UK Research and Innovation; Queen Mary University of London; American Heart Association","keywords":"Genetic architecture; Disease; Cardiology; Cardiac arrhythmia; Internal medicine; Medicine; Atrial fibrillation; Environmental health; Quantitative trait locus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486694,0.0002276434,0.0002947435,0.001433697,0.0002880545,0.0005631837,0.0002788789,0.0003008867,0.002814705],"category_scores_gemma":[0.001911808,0.0001421399,0.0004568408,0.001661765,0.0003366693,0.0001725744,0.0004504532,0.0002685036,0.0002994362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564715,"about_ca_system_score_gemma":0.0002022171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636922,"about_ca_topic_score_gemma":0.003217334,"domain_scores_codex":[0.9993861,0.0001724339,0.00005223417,0.0002166519,0.000088533,0.00008410554],"domain_scores_gemma":[0.998562,0.0004723219,0.0005666917,0.0001740259,0.000113414,0.0001114412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003588464,0.00003248777,0.9676707,0.00003119039,0.0004314938,0.0002788347,0.00009247086,0.000578456,0.01852287,0.0004502716,0.00018943,0.01136287],"study_design_scores_gemma":[0.000008182173,0.00005130594,0.9967236,0.000007345688,0.0001087775,0.0003616314,0.00006447364,0.001051631,0.0007116861,0.0006556929,0.0002490282,0.000006590311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973174,0.0004600509,0.001122017,0.00008477466,0.000005064963,0.000003776286,0.0004292049,0.00001848081,0.0005591176],"genre_scores_gemma":[0.998897,0.0001163192,0.000462778,0.00001645147,0.000005565275,0.000004022465,0.0002994649,0.000006549728,0.0001918935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002814705,"threshold_uncertainty_score":0.009416163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878569195183007,"score_gpt":0.2086584463154101,"score_spread":0.1998727543635801,"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."}}