{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001671717,0.0002354663,0.0007510927,0.0001748325,0.00007942178,0.00001618836,0.0000427821,0.000207712,0.00004552215],"category_scores_gemma":[0.0001256258,0.0002291069,0.000372725,0.0004524045,0.00005732895,0.0001106449,0.00003866545,0.0003152768,0.00007558697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366605,"about_ca_system_score_gemma":0.00009033277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002509484,"about_ca_topic_score_gemma":6.286093e-7,"domain_scores_codex":[0.9982472,0.0001980169,0.0003244066,0.0005915175,0.000233404,0.0004054702],"domain_scores_gemma":[0.9992468,0.00004785087,0.00007284712,0.000311697,0.00008563014,0.0002351703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002300931,0.0001059711,0.1248013,0.0006808348,0.001476153,0.00679553,0.0007450735,0.01070099,0.8201326,0.001720397,0.0009517347,0.0295885],"study_design_scores_gemma":[0.003438495,0.0007008552,0.9680555,0.00006905718,0.0005760745,0.001458133,0.00003279494,0.01324788,0.005238923,0.0005771935,0.006179547,0.0004255419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925035,0.004117578,0.001086651,0.000834265,0.000189572,0.0007775366,0.000009022956,0.000116639,0.0003652434],"genre_scores_gemma":[0.9975132,0.0003508719,0.000128705,0.0003328022,0.001401649,0.00006978891,0.0001511134,0.00003563899,0.00001628523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8432541,"threshold_uncertainty_score":0.9342706,"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."}}