{"id":"W2790238126","doi":"10.1016/j.jchf.2018.02.014","title":"Sudden Death in Heart Failure With Preserved Ejection Fraction","year":2018,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Internal medicine; Percentile; Cardiology; Spironolactone; Heart failure with preserved ejection fraction; Confidence interval; Sudden death","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003881711,0.0003418251,0.0005299893,0.0003820377,0.000190399,0.00007824534,0.00008616725,0.0002523468,0.001337223],"category_scores_gemma":[0.00006969925,0.000268271,0.0001290963,0.0006529091,0.00008452606,0.0004679905,0.00006384829,0.0004222252,0.001084419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550829,"about_ca_system_score_gemma":0.0001479869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00087855,"about_ca_topic_score_gemma":0.00409503,"domain_scores_codex":[0.9977409,0.0001284177,0.0003656254,0.0006317376,0.0005201827,0.0006131371],"domain_scores_gemma":[0.9987656,0.00006167628,0.00007009506,0.000639888,0.0002016089,0.000261115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004147345,0.0003777533,0.6256083,0.00008676582,0.0001073852,0.00004615679,0.000127303,0.000005103889,0.003626022,0.0001385936,0.3692605,0.0002013886],"study_design_scores_gemma":[0.002577924,0.001194428,0.2137703,0.0002221468,0.0001031542,0.00008327501,0.0004541427,0.0001385654,0.003744059,0.00005410046,0.7774061,0.0002518191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898938,0.00005898443,0.0004434622,0.1040407,0.0002165079,0.002074257,0.000005233813,0.0003968781,0.002870238],"genre_scores_gemma":[0.9588593,0.000006828879,0.03572177,0.001339933,0.0008409084,0.0001759917,0.0000683092,0.00006326192,0.002923733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.411838,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949990374665033,"score_gpt":0.2803639912598022,"score_spread":0.2608640875131518,"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."}}