{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007541746,0.001277437,0.001224123,0.001058228,0.0005034431,0.001040579,0.001691381,0.001404726,0.002663028],"category_scores_gemma":[0.0106356,0.0005425505,0.001431382,0.0003802695,0.0004853119,0.0005072308,0.0009444787,0.001853366,0.0008939067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000891,"about_ca_system_score_gemma":0.00162756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226884,"about_ca_topic_score_gemma":0.006485704,"domain_scores_codex":[0.9988029,0.0006473633,0.00006754274,0.0002467611,0.00008713722,0.0001483047],"domain_scores_gemma":[0.9934087,0.004544962,0.0005689365,0.0002041626,0.001097085,0.0001761856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004596894,0.0002005025,0.02691207,0.00006305661,0.0001872135,0.000215526,0.00007680034,0.9440103,0.0005974959,0.00133169,0.001777852,0.02416796],"study_design_scores_gemma":[0.00001782329,0.00005615475,0.001613779,0.00001355254,0.00002031842,0.00002549036,0.000005673668,0.9975816,0.00008583884,0.0004208176,0.0001525282,0.000006422074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897291,0.001429926,0.399456,0.001367688,0.0002527179,0.0004240589,0.002854294,0.001444212,0.003042055],"genre_scores_gemma":[0.953234,0.0002353131,0.04162457,0.0002382995,0.00007554419,0.0003223755,0.002370215,0.00005742404,0.001842274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226884,"threshold_uncertainty_score":0.03988504,"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."}}