{"id":"W4387461327","doi":"10.1101/2023.10.06.23296682","title":"Risk Factors for Sudden Cardiac Arrest and Ventricular Arrhythmias in Arrhythmogenic Mitral Valve Prolapse Syndrome","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mitral valve prolapse; Medicine; Internal medicine; Cardiology; Ventricular tachycardia; Ventricular fibrillation; Sudden cardiac death; Mitral valve","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003112932,0.0002059929,0.000261884,0.0008089365,0.0002300641,0.0003351101,0.0001994353,0.0002849988,0.001711806],"category_scores_gemma":[0.001458405,0.0001041862,0.0002479302,0.0006286345,0.0001794643,0.0002428188,0.0002883749,0.0003309986,0.000181623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008056429,"about_ca_system_score_gemma":0.0001539718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006308826,"about_ca_topic_score_gemma":0.0004689723,"domain_scores_codex":[0.9996836,0.0000830246,0.00005609791,0.00007055054,0.00005813245,0.00004856907],"domain_scores_gemma":[0.9989605,0.0002466332,0.0005125294,0.00003611165,0.00007065149,0.0001735967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004178077,0.000008579381,0.9987423,0.000005758121,0.00001184445,0.0002402793,0.00001731876,0.0000165721,0.0001405493,0.000009839132,0.00003798397,0.0007272395],"study_design_scores_gemma":[0.00000515165,0.00006505186,0.9975139,0.000007563291,0.00001251455,0.002038933,0.0000739201,0.0001186084,0.00004894289,0.0000274715,0.00008613773,0.000001856603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989723,0.0003371999,0.000101436,0.00003610292,0.000006939883,0.000006082006,0.0001809353,0.00000319197,0.0003558302],"genre_scores_gemma":[0.999506,0.0001088894,0.00006643518,0.00001507646,0.00002005485,0.000006287632,0.0002366923,9.658511e-7,0.0000396947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711806,"threshold_uncertainty_score":0.005726576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363973783826975,"score_gpt":0.2757158231233469,"score_spread":0.2520760852850771,"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."}}