{"id":"W1599605472","doi":"","title":"Abstract 11043: A Prediction Model for Sudden Cardiac Death in Patients With Heart Failure and Preserved Ejection Fraction","year":2014,"lang":"en","type":"article","venue":"","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Heart failure; Cardiology; Heart failure with preserved ejection fraction; Sudden cardiac death; Myocardial infarction; Proportional hazards model; Diabetes mellitus; Cumulative incidence; Left bundle branch block; Cohort","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":[0.004725354,0.001198172,0.001457441,0.001422424,0.0004341866,0.001595408,0.001441212,0.001239993,0.006049801],"category_scores_gemma":[0.005522782,0.0005635343,0.001329387,0.0008011479,0.0004011098,0.0005535437,0.0008153337,0.001865192,0.001324792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911137,"about_ca_system_score_gemma":0.001507731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563428,"about_ca_topic_score_gemma":0.00560789,"domain_scores_codex":[0.9987248,0.0006634942,0.00005354849,0.000286559,0.0001097351,0.0001618461],"domain_scores_gemma":[0.9967361,0.002374214,0.0003046576,0.00008776782,0.0002723224,0.0002249317],"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":[0.003544565,0.001215971,0.3744465,0.0001647252,0.001275104,0.0008836905,0.0002707382,0.5419985,0.0007474572,0.003219821,0.01421198,0.05802092],"study_design_scores_gemma":[0.0001554357,0.000247073,0.01934289,0.00002976586,0.0001308685,0.0001120819,0.00003607582,0.9775892,0.00005372565,0.00177527,0.0005059325,0.00002177389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182091,0.001605032,0.06556568,0.004338863,0.0003603822,0.000223733,0.006067139,0.0008113152,0.002818782],"genre_scores_gemma":[0.9883268,0.0003337776,0.005257681,0.0001722369,0.0001615007,0.0002087994,0.002857811,0.00003573806,0.002645597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563428,"threshold_uncertainty_score":0.0310865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090722768430243,"score_gpt":0.2237900971963136,"score_spread":0.2128828695120112,"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."}}