{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002788815,0.0002517581,0.0007314389,0.0005150901,0.0001430584,0.0004399105,0.000227824,0.0003164423,0.0007859194],"category_scores_gemma":[0.00433374,0.00009411915,0.0007290457,0.0003619251,0.0001259617,0.0003459751,0.0002879619,0.0003247667,0.0001041366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192741,"about_ca_system_score_gemma":0.0003917375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002764363,"about_ca_topic_score_gemma":0.0009138894,"domain_scores_codex":[0.9988338,0.0005831671,0.0002436274,0.0001084561,0.0001711583,0.00005987646],"domain_scores_gemma":[0.995819,0.001185788,0.002000028,0.00007929099,0.0004268024,0.0004890885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01016919,0.0006125014,0.9336456,0.0008502004,0.0009291336,0.0002119336,0.0001670105,0.0001833429,0.0008907454,0.00003787535,0.0003721984,0.05193028],"study_design_scores_gemma":[0.0009300537,0.012719,0.9824339,0.0003366092,0.0009071351,0.0005454673,0.0001995131,0.0005267027,0.0003553668,0.00005441282,0.0009775592,0.00001425461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908716,0.007614509,0.0001321529,0.0002310558,0.00002390593,0.00008662801,0.0001667571,0.000005144656,0.0008681901],"genre_scores_gemma":[0.9978777,0.001295542,0.0003543739,0.0001025172,0.00008409072,0.00004865364,0.0001630486,8.342175e-7,0.00007318411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002788815,"threshold_uncertainty_score":0.01474881,"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."}}