{"id":"W4412885886","doi":"10.4244/eij-e-25-00030","title":"Expanding the boundaries of M-TEER: is it time to treat moderate secondary mitral regurgitation?","year":2025,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Mitral regurgitation; Cardiology; Internal medicine; Mitral valve; Regurgitation (circulation)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009517511,0.0000938571,0.0001794609,0.00009593333,0.0001240577,0.00007251733,0.00004090973,0.00002024775,0.001096475],"category_scores_gemma":[0.00004068932,0.00006985822,0.0009654988,0.0001442918,0.00004863589,0.00007418966,0.00003274468,0.00005086155,0.0001865124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005116997,"about_ca_system_score_gemma":0.00006630633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003483329,"about_ca_topic_score_gemma":0.000001877602,"domain_scores_codex":[0.9993321,0.00004561028,0.0002279516,0.0001614768,0.0001247791,0.0001080892],"domain_scores_gemma":[0.9995748,0.00002884066,0.00005681902,0.0002083806,0.00008652403,0.00004457765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006369295,0.001923776,0.1219676,0.002001217,0.005854534,0.00007822996,0.005931637,0.00006541621,0.01161515,0.002721264,0.7827875,0.05868439],"study_design_scores_gemma":[0.006495798,0.001091601,0.9390987,0.001973047,0.002915037,0.00002139303,0.000960235,0.000317341,0.02704421,0.00216626,0.01766164,0.0002547622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96739,0.0006944836,0.0005335832,0.004803311,0.0001688621,0.000395724,0.00008184234,0.00002846873,0.02590371],"genre_scores_gemma":[0.9370787,0.000006209938,0.00005403609,0.0005734664,0.00002488172,0.000008150586,0.00007356793,0.000009295519,0.06217174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8171311,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661338750896876,"score_gpt":0.3570868382554254,"score_spread":0.3404734507464566,"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."}}