{"id":"W4283833224","doi":"10.1002/ejhf.2613","title":"Guideline‐directed medical therapy in patients undergoing transcatheter edge‐to‐edge repair for secondary mitral regurgitation","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"TOMTEC Imaging Systems; Ono Pharmaceutical; InfraRedx; Abbott Vascular; Medicure; Regeneron Pharmaceuticals; ReCor Medical; Boston Scientific Corporation; AstraZeneca; CSL Behring; Cardinal Health; Amgen; Edwards Lifesciences; Daiichi Sankyo Europe; Sanofi; Pfizer","keywords":"Medicine; Mitral regurgitation; Ejection fraction; Internal medicine; Cardiology; Hazard ratio; Heart failure; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005075306,0.000162424,0.0004454152,0.0003337675,0.0001953179,0.0004285515,0.0002043085,0.0004857965,0.0006383242],"category_scores_gemma":[0.003121085,0.0001073412,0.0004738848,0.0006952911,0.0001277173,0.0002089861,0.0002299386,0.0005280079,0.0001013897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150523,"about_ca_system_score_gemma":0.0003582615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638552,"about_ca_topic_score_gemma":0.003132409,"domain_scores_codex":[0.9994434,0.0001933445,0.00009201877,0.0001008447,0.0001038776,0.00006654228],"domain_scores_gemma":[0.9983044,0.0003354824,0.001076047,0.00005702092,0.00007068209,0.0001563686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004165919,0.0001195503,0.9886903,0.00009202677,0.0001392468,0.0001985156,0.00003913977,0.00007176689,0.0002561844,0.00002205241,0.0003517804,0.009602748],"study_design_scores_gemma":[0.00007247778,0.0003526867,0.9976975,0.00006202611,0.0001186481,0.0007499772,0.00006032395,0.0003517858,0.00008792951,0.000040113,0.0004012232,0.000005387244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960482,0.002660503,0.000158247,0.0002785436,0.00003226572,0.00001289971,0.0002957783,0.000006447521,0.0005071057],"genre_scores_gemma":[0.9982244,0.0008103302,0.0002056349,0.0001866252,0.00005359741,0.00001075291,0.0004270794,0.000001571456,0.00007994915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638552,"threshold_uncertainty_score":0.00325799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127357575174878,"score_gpt":0.2971048227012462,"score_spread":0.2843690651837584,"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."}}