{"id":"W4405316872","doi":"10.2459/01.jcm.0001096148.80589.9b","title":"COMPARATIVE EFFICACY OF SUBVALVULAR PROCEDURE VERSUS ISOLATED ANNULOPLASTY IN MITRAL VALVE REPAIR: A META- ANALYSIS ON MORTALITY AND MITRAL REGURGITATION RECURRENCE","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiovascular Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mitral regurgitation; Cochrane Library; Mitral valve; Meta-analysis; Internal medicine; Cardiology; Mitral valve repair; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001194498,0.0002736962,0.002486215,0.0007401201,0.00002804758,0.00001310037,0.00005835085,0.00009870343,0.00003109284],"category_scores_gemma":[0.0003447717,0.0001802655,0.02474825,0.001373457,0.000161041,0.0001549771,0.0000157989,0.0003679874,0.000001260988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338891,"about_ca_system_score_gemma":0.0002041709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035414,"about_ca_topic_score_gemma":0.000008499191,"domain_scores_codex":[0.9972456,0.000267083,0.0008111715,0.0003656948,0.001102381,0.0002080764],"domain_scores_gemma":[0.9984107,0.0003184614,0.0002322065,0.0003450978,0.0004457653,0.0002477697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.003083853,0.0003299268,0.0439461,0.000418442,0.947365,0.0007000514,0.001110156,0.002045429,0.00002227226,0.00003359485,0.0002807049,0.0006644999],"study_design_scores_gemma":[0.005372008,0.00140476,0.5040591,0.0003568024,0.487554,0.00008183155,0.0003199772,0.0004937554,0.00003362052,0.00001778917,0.0002060612,0.0001001957],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7791963,0.2196095,0.0001584312,0.0001816604,0.0002769527,0.0003588541,0.00002660778,0.00002029485,0.0001714661],"genre_scores_gemma":[0.9981782,0.001394617,0.0001252473,0.00002936583,0.0001932593,0.000009499864,0.00004309312,0.00001539034,0.00001136598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460113,"threshold_uncertainty_score":0.9850187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07133235249709134,"score_gpt":0.3946814732004998,"score_spread":0.3233491207034085,"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."}}