{"id":"W3024147252","doi":"10.1161/circulationaha.120.047235","title":"A Validated Model for Sudden Cardiac Death Risk Prediction in Pediatric Hypertrophic Cardiomyopathy","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's Hospital of Eastern Ontario; Ted Rogers Centre for Heart Research; Stollery Children's Hospital; Hospital for Sick Children","funders":"Universidade de São Paulo; Murdoch Children's Research Institute; Medical Research Council; Health Science Center, University of Tennessee; Children’s Hospital of Wisconsin Research Institute; Children's Hospital Colorado; Cincinnati Children's Hospital Medical Center; National Health and Medical Research Council; Children's Hospital of Philadelphia; University of Sydney; Children's Healthcare of Atlanta; Brigham and Women's Hospital; Heart and Stroke Foundation of Canada","keywords":"Medicine; Hypertrophic cardiomyopathy; Sudden cardiac death; Internal medicine; Cardiology; Implantable cardioverter-defibrillator; Cardiomyopathy; Ventricular tachycardia; Hazard ratio; Cohort; Sudden death; Proportional hazards model; Confidence interval; 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":[0.0002888542,0.0001564367,0.0004314366,0.0001386972,0.00009777075,0.00001568271,0.00003779066,0.00011864,0.000002686098],"category_scores_gemma":[0.0003100686,0.000157721,0.0002724379,0.0003896444,0.00001514596,0.0001139184,0.00002691303,0.0001532711,0.00001294395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083815,"about_ca_system_score_gemma":0.00008611914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002843184,"about_ca_topic_score_gemma":0.000001222109,"domain_scores_codex":[0.9987995,0.00006245708,0.0003136232,0.000367893,0.000235798,0.0002207209],"domain_scores_gemma":[0.9994019,0.00005450085,0.00009044106,0.0001860524,0.0001552538,0.0001118915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002476484,0.0000318213,0.9561131,0.0001698853,0.00008831172,0.00001015362,0.001534368,0.03799352,0.001717486,0.00007005758,0.0006229455,0.001400679],"study_design_scores_gemma":[0.001575418,0.00007176959,0.660573,0.00001607401,0.0007971193,0.000007386489,0.00009596974,0.3362588,0.00007669482,0.0001938474,0.0002020992,0.0001318379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538544,0.001352741,0.04241543,0.0002954638,0.0002305312,0.001059318,0.0001516665,0.0001456722,0.0004947363],"genre_scores_gemma":[0.9974873,0.0004096975,0.000543727,0.0001162892,0.001027665,0.0001623826,0.0002023858,0.00003135547,0.00001919936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982652,"threshold_uncertainty_score":0.6431676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366915653563622,"score_gpt":0.2610797005526623,"score_spread":0.2174105440170261,"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."}}