{"id":"W4402217025","doi":"10.1016/j.jcin.2024.07.038","title":"Outcomes Following Transcatheter Mitral Valve Replacement Using Dedicated Devices in Patients With Mitral Annular Calcification","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; St. Paul's Hospital; Montreal Heart Institute","funders":"","keywords":"Calcification; Mitral regurgitation; Medicine; Cardiology; Internal medicine; Mitral valve replacement; Mitral valve; Functional mitral regurgitation; 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_broad"],"consensus_categories":[],"category_scores_codex":[0.0003325209,0.0002882679,0.000618739,0.0003526122,0.00009406212,0.0000944646,0.00008817569,0.00009764168,0.00006008205],"category_scores_gemma":[0.00002523199,0.0002281926,0.0455356,0.0004442457,0.00003671727,0.0002564372,0.00002830984,0.0001895791,0.00003315009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400794,"about_ca_system_score_gemma":0.00007421551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469194,"about_ca_topic_score_gemma":0.0000225372,"domain_scores_codex":[0.9977817,0.0001313614,0.0005003302,0.0005788318,0.0006506399,0.0003571396],"domain_scores_gemma":[0.9990392,0.00002583207,0.00005048615,0.0006167066,0.0001021459,0.0001656591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008493847,0.0006339439,0.9225696,0.0003521106,0.07359323,0.00004304322,0.0001420185,0.0001655556,0.000002686681,0.00001689901,0.00002570816,0.002370312],"study_design_scores_gemma":[0.003634111,0.0001883821,0.9684328,0.001418211,0.02543893,0.000007470955,0.0001223945,0.00009620484,0.00001433731,0.00001223428,0.0004117717,0.0002231376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724614,0.02238503,0.003181057,0.0000765473,0.0004410278,0.001114624,0.00008707742,0.0001247581,0.0001284904],"genre_scores_gemma":[0.9985854,0.00001767017,0.00053953,0.00004260986,0.00004472001,0.0001508549,0.0004863594,0.00006030389,0.00007252082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04815431,"threshold_uncertainty_score":0.9640231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264120392729399,"score_gpt":0.3445740121402744,"score_spread":0.3181619728673345,"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."}}