{"id":"W3021177244","doi":"10.1093/eurheartj/ehaa129","title":"Secondary valve regurgitation in patients with heart failure with preserved ejection fraction, heart failure with mid-range ejection fraction, and heart failure with reduced ejection fraction","year":2020,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Ejection fraction; Medicine; Heart failure; Cardiology; Internal medicine; Fraction (chemistry); Regurgitation (circulation)","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":[0.0005941681,0.0006785276,0.00146342,0.001781474,0.000190883,0.0007675275,0.0005556708,0.0008466096,0.002556835],"category_scores_gemma":[0.001440829,0.0001641726,0.0009280395,0.00125606,0.0002460043,0.0007120235,0.0005051801,0.001002211,0.0006047333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207777,"about_ca_system_score_gemma":0.001167897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200243,"about_ca_topic_score_gemma":0.002724703,"domain_scores_codex":[0.9997726,0.0000526511,0.00005984176,0.0000325153,0.00006690375,0.00001560199],"domain_scores_gemma":[0.9994996,0.0003049902,0.00008962898,0.000008564509,0.00007564617,0.00002156068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001293113,0.00004148239,0.0004624775,0.05195508,0.0003832485,0.0001148922,0.00005648195,0.0001378256,0.0004959031,0.001331776,0.01440174,0.9304897],"study_design_scores_gemma":[0.0001520092,0.0003453261,0.01052343,0.08272859,0.002742312,0.005702864,0.0002511995,0.0003166646,0.0006556421,0.00306796,0.8934434,0.00007052885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000818792,0.9993998,0.00002969518,0.0001369406,0.0000905647,0.000003164834,0.00001135275,0.000001552825,0.0002451086],"genre_scores_gemma":[0.0006874906,0.9989003,0.00008543394,0.0001012505,0.00008135939,0.000003902454,0.00002317674,4.738478e-7,0.0001165866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002556835,"threshold_uncertainty_score":0.008553445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002689874561695,"score_gpt":0.3015006014497395,"score_spread":0.2814737027041225,"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."}}