{"id":"W3112353255","doi":"10.1161/circep.120.008509","title":"Sudden Cardiac Death Prediction in Arrhythmogenic Right Ventricular Cardiomyopathy","year":2020,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Institut de Cardiologie de Montréal; Fondation Institut de Cardiologie de Montréal; Georg und Bertha Schwyzer-Winiker-Stiftung; Norges Forskningsråd; Schweizerische Herzstiftung; Hjärt-Lungfonden; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Baugarten Stiftung; Fondation Leducq; Johns Hopkins University; National Institute for Health and Care Research; Heart Rhythm Society","keywords":"Medicine; Internal medicine; Cardiology; Ventricular tachycardia; Implantable cardioverter-defibrillator; Sudden cardiac death; Interquartile range; Arrhythmogenic right ventricular dysplasia; Ventricular fibrillation; Cardiomyopathy; QRS complex; Heart failure","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":[0.002549308,0.0004981969,0.0003246689,0.0006588146,0.000182768,0.0004894026,0.0004987752,0.0003155154,0.001531866],"category_scores_gemma":[0.004752664,0.0002082654,0.0007991068,0.000298173,0.0001615375,0.0002243834,0.0004917127,0.0005840156,0.0003109524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112814,"about_ca_system_score_gemma":0.0004811869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167743,"about_ca_topic_score_gemma":0.002074068,"domain_scores_codex":[0.9994711,0.0002879065,0.00003206909,0.00008735383,0.00005892988,0.00006257548],"domain_scores_gemma":[0.9969393,0.0018886,0.0005613385,0.0001282159,0.000227895,0.0002546847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002884756,0.00004468297,0.9920995,0.00001671711,0.00008727203,0.00008856718,0.00002643604,0.003162038,0.0001004016,0.00004753929,0.0001762362,0.003862139],"study_design_scores_gemma":[0.00009836422,0.0006898512,0.8507279,0.00008783775,0.0002778784,0.0006745324,0.0001125598,0.1455137,0.0003564397,0.0007192371,0.0007243035,0.00001739842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973526,0.0002261052,0.00170423,0.0001243547,0.00001476105,0.00001251601,0.0002868144,0.00001341516,0.0002652291],"genre_scores_gemma":[0.998643,0.00008729344,0.0005292901,0.0000163525,0.00001858871,0.00001036577,0.0005491535,0.000002680447,0.0001433645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002549308,"threshold_uncertainty_score":0.01348215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008418382986021293,"score_gpt":0.215300905183976,"score_spread":0.2068825221979547,"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."}}