{"id":"W3088312964","doi":"10.1161/circulationaha.120.049088","title":"Transcatheter Mitral Valve Replacement After Surgical Repair or Replacement","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Wave Control Systems (Canada); University of Manitoba; Institut universitaire de cardiologie et de pneumologie de Québec; Sunnybrook Hospital; University of Winnipeg; St. Paul's Hospital","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Universität Innsbruck; Universitätsklinikum Köln; Faculdade de Medicina da Universidade de São Paulo; Universidade de São Paulo; University of California, San Diego; Leids Universitair Medisch Centrum; Università di Pisa; Intermountain Healthcare; Università degli Studi di Padova; Universitätsspital Zürich; University of Sussex; Saint Luke's Health System; Inselspital, Universitätsspital Bern; Brigham and Women's Hospital; Medizinische Universität Innsbruck; Hadassah Medical Organization; Rigshospitalet; Università di Catania; Medizinische Universität Wien; University of Alberta; University of Washington; Universität Wien","keywords":"Medicine; Valve replacement; Mitral valve replacement; Mitral valve; Surgery; Cardiology; Mitral valve repair; Internal medicine; Stenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001087327,0.0002097949,0.0005172172,0.000486593,0.0003050393,0.0005612377,0.0004316268,0.0002398894,0.002219727],"category_scores_gemma":[0.002857545,0.00009249643,0.0003716226,0.0005564709,0.0003498573,0.0002402499,0.0003685666,0.0004935539,0.0003021286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789342,"about_ca_system_score_gemma":0.0003773574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002814351,"about_ca_topic_score_gemma":0.0004501793,"domain_scores_codex":[0.9990472,0.0001735455,0.0001310403,0.0002060617,0.000293245,0.0001488914],"domain_scores_gemma":[0.9962959,0.0006971565,0.002181774,0.0001977514,0.000158547,0.0004688842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005752993,0.0001026923,0.9844291,0.0001319719,0.0002925377,0.0008203191,0.0001022072,0.0001011424,0.0009324555,0.00009730992,0.0003242937,0.01209065],"study_design_scores_gemma":[0.00006074942,0.0009521087,0.9899587,0.0000457381,0.00009469043,0.007044174,0.0001277588,0.0002706302,0.0004029034,0.0001099499,0.000924986,0.000007561242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970853,0.001544715,0.000283761,0.00006801351,0.00002842028,0.0000135545,0.0002669842,0.000009505812,0.0006998804],"genre_scores_gemma":[0.9984455,0.0005461588,0.0001462926,0.00006040303,0.0001105946,0.00001305226,0.0005090454,0.000002545812,0.0001665403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002219727,"threshold_uncertainty_score":0.007425785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613663128295996,"score_gpt":0.3181622424229996,"score_spread":0.2920256111400396,"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."}}