{"id":"W4396791923","doi":"10.1016/j.cpcardiol.2024.102636","title":"Long-term outcomes comparison of mitral valve repair or replacement for secondary mitral valve regurgitation. An updated systematic review and reconstructed time-to-event study-level meta-analysis","year":2024,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Hazard ratio; Mitral regurgitation; Mitral valve; Clinical endpoint; Ventricle; Coronary artery disease; Proportional hazards model; Mitral valve repair; Randomized controlled trial; Mitral valve replacement; Meta-analysis; Confidence interval; Surgery; Heart failure","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","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.001769351,0.001078628,0.01985981,0.001063679,0.00006517566,0.00004001873,0.0002751542,0.0003050643,0.0003025754],"category_scores_gemma":[0.0003211005,0.0006657917,0.0470341,0.001136849,0.0001138335,0.00008983845,0.0002032335,0.0005312332,0.00003694122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132561,"about_ca_system_score_gemma":0.0005503702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255873,"about_ca_topic_score_gemma":0.0000157469,"domain_scores_codex":[0.9917943,0.001615681,0.003953806,0.001631417,0.000450489,0.0005542897],"domain_scores_gemma":[0.9958105,0.000469592,0.001377149,0.001561276,0.0004243693,0.0003571151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005137978,0.0004924828,0.01364253,0.4518147,0.5286841,0.00001419001,0.00008909429,0.000008388828,1.028955e-8,0.000005461715,0.001052776,0.00414487],"study_design_scores_gemma":[0.001412081,0.001137775,0.006374407,0.04094677,0.9474716,0.00007165874,0.00006141509,0.000009001732,2.613834e-8,0.00001320789,0.001976983,0.0005251268],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000402285,0.9730387,0.00005613716,0.00002704079,0.000418239,0.02300098,0.002929418,0.00009576213,0.0000314938],"genre_scores_gemma":[0.002685667,0.9728131,0.0004121172,0.00006455049,0.00007978373,0.01137865,0.01161812,0.0001488629,0.0007991095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4187874,"threshold_uncertainty_score":0.9995793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206046778196112,"score_gpt":0.4896485332193063,"score_spread":0.2836017550231943,"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."}}