{"id":"W4402435040","doi":"10.1016/j.jchf.2024.08.001","title":"Evaluating Mitral TEER in the Management of Moderate Secondary Mitral Regurgitation Among Heart Failure Patients","year":2024,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Abbott Vascular","keywords":"Medicine; Cardiology; Mitral regurgitation; Internal medicine; Heart failure; Functional mitral regurgitation; Mitral valve; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000352892,0.0002125137,0.0003366969,0.0001466997,0.00007762416,0.00008335954,0.00006787174,0.00009517188,0.0001679976],"category_scores_gemma":[0.00001830413,0.0001528416,0.0009578559,0.0003683605,0.00004820481,0.0002315824,0.00003818843,0.0002801695,0.00005831732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009458155,"about_ca_system_score_gemma":0.00009131661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008537865,"about_ca_topic_score_gemma":0.00002287886,"domain_scores_codex":[0.9981923,0.0001346255,0.0003745857,0.0003798848,0.0005966602,0.0003219346],"domain_scores_gemma":[0.9993355,0.00007210973,0.00004445656,0.0003421806,0.0001062878,0.00009949688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003739984,0.000723105,0.9202082,0.001757768,0.002125198,0.0000940324,0.001970666,0.0002860553,0.0002426143,0.0003705318,0.06419201,0.007655831],"study_design_scores_gemma":[0.002367493,0.0002669073,0.9881648,0.0007740826,0.0007811649,0.000008117786,0.001242983,0.0008602184,0.0001204222,0.0002161431,0.005045014,0.0001526303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993192,0.0006643637,0.000007956184,0.004021733,0.0001768182,0.001146598,0.000063568,0.00004728237,0.0006796973],"genre_scores_gemma":[0.9958079,0.000007360764,0.002972577,0.0003841035,0.00009698571,0.000139244,0.0002632311,0.00003262585,0.0002960052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06795664,"threshold_uncertainty_score":0.6232699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785747410628215,"score_gpt":0.3487912301929383,"score_spread":0.3309337560866562,"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."}}