{"id":"W2767098467","doi":"10.1002/ejhf.1040","title":"Influence of Ejection Fraction on Cause-Specific Mortality in Heart Failure with Preserved Ejection Fraction","year":2017,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Ejection fraction; Medicine; Cardiology; Heart failure; Internal medicine; Sudden cardiac death; Myocardial infarction; Spironolactone; Cause of death; Stroke volume; Heart failure with preserved ejection fraction","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":[0.005192611,0.0005261352,0.00118154,0.0003523415,0.0001909835,0.000489848,0.0003434326,0.0005195571,0.0007721679],"category_scores_gemma":[0.006674989,0.0001578391,0.001359985,0.0003247543,0.0003010305,0.0004801027,0.0003888666,0.000848875,0.0001126794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198131,"about_ca_system_score_gemma":0.0003272771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008334391,"about_ca_topic_score_gemma":0.001542861,"domain_scores_codex":[0.9985215,0.0008961334,0.0001197955,0.0001349657,0.0001673924,0.0001602681],"domain_scores_gemma":[0.9929509,0.004592505,0.000921205,0.0005308446,0.0003167555,0.000687868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1328673,0.001371203,0.7678629,0.0006990767,0.005041807,0.0003741581,0.0001452766,0.00179001,0.003814373,0.0001601811,0.001012233,0.08486149],"study_design_scores_gemma":[0.001070593,0.01203792,0.9828777,0.00005286725,0.001751559,0.000143956,0.00002628745,0.0007733674,0.0005858378,0.0001627493,0.0004959833,0.00002116073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9737637,0.02331875,0.0003943607,0.0001947593,0.0001063512,0.00005913726,0.0005466798,0.00001450385,0.001601789],"genre_scores_gemma":[0.9971188,0.001739531,0.0001579942,0.0001734009,0.0001906087,0.00003122469,0.0004205784,0.000005772132,0.0001621032],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005192611,"threshold_uncertainty_score":0.02746147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393254103001375,"score_gpt":0.282634629944403,"score_spread":0.2487020889143893,"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."}}