{"id":"W4400692075","doi":"10.1093/eurheartj/ehae409","title":"A novel tool for arrhythmic risk stratification in desmoplakin gene variant carriers","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; Fonds de Recherche du Québec - Santé; Schweizerische Herzstiftung; Medical Research Council Canada; NIHR Imperial Biomedical Research Centre; ZonMw; National Science Foundation; Imperial College London; Hartstichting; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Rosetrees Trust; Baugarten Stiftung; Sir Jules Thorn Charitable Trust; Georg und Bertha Schwyzer-Winiker-Stiftung; British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Internal medicine; Hazard ratio; Desmoplakin; Interquartile range; Cardiology; Cardiomyopathy; Cohort; Population; Ventricular tachycardia; Confidence interval; Heart failure; Genetics","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":[0.005757011,0.00114008,0.0008908343,0.002596921,0.000315786,0.001147727,0.0007429124,0.0008102055,0.003647754],"category_scores_gemma":[0.02491213,0.0002740421,0.0008436711,0.000725825,0.0002761213,0.0008411799,0.0009737891,0.001081172,0.0008488302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479916,"about_ca_system_score_gemma":0.0008458364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082134,"about_ca_topic_score_gemma":0.001356715,"domain_scores_codex":[0.9985965,0.000687992,0.0001287253,0.0002834859,0.0002364743,0.00006691903],"domain_scores_gemma":[0.9860352,0.0103855,0.001355529,0.0006992752,0.001112299,0.0004121603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002247026,0.0005881762,0.7991756,0.0001699474,0.0008333804,0.0006954151,0.0002284813,0.02750782,0.003457898,0.001697246,0.00659804,0.156801],"study_design_scores_gemma":[0.00032024,0.001316403,0.1152118,0.00008700059,0.0004079933,0.001514157,0.0001577365,0.871968,0.002305265,0.004077109,0.002564583,0.00006969379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7199613,0.0009567338,0.2666292,0.001699446,0.0002260121,0.0004179956,0.00399995,0.003190528,0.002918944],"genre_scores_gemma":[0.9429249,0.000110354,0.05450565,0.0001317671,0.00009374972,0.0001947611,0.001272282,0.00006405277,0.0007024403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005757011,"threshold_uncertainty_score":0.03044641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464771033701592,"score_gpt":0.290901252284759,"score_spread":0.2662535419477431,"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."}}