{"id":"W4225699182","doi":"10.1093/eurheartj/ehac180","title":"A new prediction model for ventricular arrhythmias in arrhythmogenic right ventricular cardiomyopathy","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; Montreal Heart Institute","funders":"Netherlands Heart Institute; Peter French Memorial Foundation; Institut de Cardiologie de Montréal; Fondation Institut de Cardiologie de Montréal; Baugarten Stiftung; Schweizerische Herzstiftung; Johns Hopkins University; Universitair Medisch Centrum Utrecht; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Science Foundation; Hartstichting; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Fondation Leducq; European Commission; National Institute for Health and Care Research; European Research Area Network on Cardiovascular Diseases; Heart Rhythm Society","keywords":"Medicine; Implantable cardioverter-defibrillator; Cardiology; Internal medicine; Interquartile range; Ventricular tachycardia; Arrhythmogenic right ventricular dysplasia; Sudden cardiac death; Ejection fraction; Ventricular fibrillation; Confidence interval; Cardiomyopathy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002818751,0.0002474705,0.0005937808,0.0005126494,0.0003817167,0.00006364426,0.00015011,0.0000421338,0.0001657542],"category_scores_gemma":[0.0001957664,0.0002417283,0.001238643,0.0005127781,0.00001985875,0.0001454606,0.0001528559,0.0008936141,0.00004972269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000561873,"about_ca_system_score_gemma":0.0003440494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005997344,"about_ca_topic_score_gemma":5.588294e-7,"domain_scores_codex":[0.9970374,0.0005952482,0.0005183191,0.0004189529,0.0008861955,0.000543924],"domain_scores_gemma":[0.9987596,0.00005419393,0.0001361458,0.0004998791,0.0001029224,0.0004473064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00260449,0.0005569949,0.01850953,0.0002500918,0.00128383,0.1588414,0.000965104,0.6022115,0.002637518,0.00009690772,0.1916599,0.02038285],"study_design_scores_gemma":[0.02181537,0.001782484,0.0557589,0.0004287777,0.001436741,0.301559,0.0001634345,0.1407087,0.0007405287,0.0003938978,0.4743768,0.0008353874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8647269,0.01982844,0.1062707,0.0021158,0.002302037,0.002906112,0.00008385214,0.0001990931,0.001567105],"genre_scores_gemma":[0.9885392,0.0001265645,0.006065465,0.0004552734,0.003411188,0.00006275762,0.00005877878,0.0001491561,0.001131671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4615028,"threshold_uncertainty_score":0.9857393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758751391178968,"score_gpt":0.252640995380759,"score_spread":0.2350534814689693,"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."}}