{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000728443,0.0001468147,0.0002276592,0.00003126056,0.00004038874,0.0000145669,0.00002177383,0.00006143638,0.001199397],"category_scores_gemma":[0.00002235687,0.0001143784,0.003498047,0.0001176626,0.00001923392,0.00006290166,0.00001289794,0.00006820475,0.0001225158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157431,"about_ca_system_score_gemma":0.00005139576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007992225,"about_ca_topic_score_gemma":5.235611e-7,"domain_scores_codex":[0.9988232,0.00003977882,0.0002585695,0.0003836549,0.0003066458,0.0001881196],"domain_scores_gemma":[0.9993606,0.00002025833,0.00004548774,0.0002715139,0.00005013775,0.0002519777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006767004,0.0003679014,0.9877414,0.0001222984,0.002224991,0.0000800377,0.0005202326,0.00003513023,0.00003674713,0.00003796721,0.0007240374,0.001342305],"study_design_scores_gemma":[0.00447932,0.0004751055,0.9841514,0.00005265584,0.002080041,0.00003445328,0.00006369509,0.0008942216,0.00004127481,0.00001436547,0.007562004,0.000151493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957437,0.0007824308,0.0002463352,0.0009480707,0.0001262018,0.0007204608,0.00002412831,0.0001670176,0.001241681],"genre_scores_gemma":[0.9982014,0.00002138661,0.0001304187,0.0009081307,0.0002726059,0.0001052922,0.0001743223,0.00002368718,0.0001627931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006837967,"threshold_uncertainty_score":0.9997137,"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."}}