{"id":"W4200575266","doi":"10.1093/europace/euab306","title":"Left ventricular shape predicts arrhythmic risk in fibrotic dilated cardiomyopathy","year":2021,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Norges Forskningsråd; Imperial College London; King's University College; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University of King’s College; Guy's and St Thomas' Charity; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Hazard ratio; Dilated cardiomyopathy; Proportional hazards model; Sudden cardiac death; Interquartile range; Ventricular tachycardia; Implantable cardioverter-defibrillator; Heart failure; Cardiac magnetic resonance imaging; Confidence interval; Magnetic resonance imaging; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642599,0.0002864523,0.0001918111,0.0003782485,0.0001412888,0.0003715857,0.0001336659,0.0003988173,0.0009104671],"category_scores_gemma":[0.002766043,0.0001138708,0.0003074862,0.0001841203,0.0002560553,0.000243565,0.0003710621,0.0003274972,0.000228501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260199,"about_ca_system_score_gemma":0.0000898657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002435645,"about_ca_topic_score_gemma":0.0004661075,"domain_scores_codex":[0.9998723,0.00004581303,0.00001559076,0.00002818567,0.00002520985,0.0000127969],"domain_scores_gemma":[0.9987915,0.0003598395,0.0005423148,0.0001041735,0.00007005988,0.0001321645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003120799,0.00002477774,0.9927709,0.000009487798,0.00003339444,0.00008395913,0.00003636947,0.0009509589,0.0008589723,0.00003643255,0.00006669623,0.004816044],"study_design_scores_gemma":[0.00001307662,0.0001392833,0.9937941,0.000008834869,0.00002095431,0.000406756,0.00004999779,0.005035621,0.0002196243,0.000189863,0.0001151493,0.000006705528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991968,0.0001124663,0.000396323,0.00003053626,0.000003322423,0.000003663777,0.00007568862,0.000004751881,0.000176407],"genre_scores_gemma":[0.9995707,0.00002516897,0.000209669,0.000007763448,0.000004893609,0.000002897905,0.0001334484,0.000001310006,0.00004411925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009104671,"threshold_uncertainty_score":0.003045797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007262865677335277,"score_gpt":0.2310430580213431,"score_spread":0.2237801923440078,"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."}}