{"id":"W4378516398","doi":"10.4244/eij-d-22-01037","title":"Clinical outcomes of transcatheter mitral valve replacement: two-year results of the CHOICE-MI Registry","year":2023,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; St. Paul's Hospital; Montreal Heart Institute","funders":"Universitätsklinikum Köln; Institut de Cardiologie de Montréal; Università degli Studi di Brescia; Deutsche Herzstiftung; Rigshospitalet; Humanitas Research Hospital; Università di Pisa; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Interquartile range; Internal medicine; Heart failure; Mitral valve replacement; Mitral regurgitation; Surgery; Mortality rate; Cardiology; Concordance; Mitral valve","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003848937,0.00009647936,0.0002851364,0.00005165639,0.00002312958,0.000004778126,0.0000853793,0.00003725804,0.00005220688],"category_scores_gemma":[0.0002709008,0.00006639162,0.01029902,0.0001637771,0.00007048816,0.00003094361,0.00004222303,0.00009408906,0.00003304373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001599639,"about_ca_system_score_gemma":0.00002075805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007231858,"about_ca_topic_score_gemma":0.000007628007,"domain_scores_codex":[0.9986357,0.0001286762,0.0006298263,0.0002161091,0.000262117,0.0001275802],"domain_scores_gemma":[0.9989811,0.00009298989,0.0002736794,0.0005324864,0.00006202588,0.00005772974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005729499,0.0004203292,0.9927633,0.0001136747,0.001913299,0.000002069315,0.00005161824,0.000002251417,0.0000579178,0.00004571494,0.003483524,0.0005733591],"study_design_scores_gemma":[0.005753766,0.0004321123,0.9913713,0.0003011491,0.00128741,0.00000234272,0.00006635005,0.000007848603,0.0002776514,0.00007048667,0.0003828995,0.00004666937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961926,0.0001119154,0.000008580236,0.0004195519,0.0004678168,0.0002895431,0.0001944062,0.00003409243,0.002281517],"genre_scores_gemma":[0.9964302,0.00002533325,0.00002611035,0.00003644837,0.00005735803,0.000003158441,0.0001072833,0.00001614225,0.003297986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001388,"threshold_uncertainty_score":0.9996126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474153051462252,"score_gpt":0.4093005662490511,"score_spread":0.3618852611028259,"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."}}