{"id":"W4210805906","doi":"10.1055/s-0042-1742889","title":"1-Year Outcomes after Transcatheter Mitral Valve Implantation: Results from the Global CHOICE-MI Registry","year":2022,"lang":"en","type":"article","venue":"The Thoracic and Cardiovascular Surgeon","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Mitral regurgitation; Cardiology; Internal medicine; Mitral valve; Mitral valve repair; Functional mitral regurgitation; Surgery; Heart failure; Ejection fraction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326279,0.0003119222,0.0004596857,0.001234588,0.0001919056,0.0007454302,0.0004525067,0.0004563378,0.00138248],"category_scores_gemma":[0.003093813,0.0001567526,0.0007746211,0.001749876,0.000353857,0.0008082549,0.0009209448,0.000637904,0.0002910422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637118,"about_ca_system_score_gemma":0.0004099293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294593,"about_ca_topic_score_gemma":0.004097417,"domain_scores_codex":[0.9992813,0.0001392324,0.0001224663,0.0001779143,0.0001521956,0.000126842],"domain_scores_gemma":[0.9979791,0.0003906575,0.001012173,0.0001549931,0.000157687,0.0003054063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008800471,0.00004726433,0.9917556,0.0001379094,0.0005324783,0.00008756001,0.00006675268,0.0001793581,0.00008731693,0.0001383424,0.00200571,0.004081659],"study_design_scores_gemma":[0.0001006465,0.0001428066,0.997769,0.00007780545,0.0002964645,0.0001973752,0.0001086401,0.0001871427,0.00005017901,0.0001653483,0.0008931446,0.00001139655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720043,0.005436773,0.000219737,0.000487823,0.00004915609,0.00002837588,0.01970639,0.00002246513,0.002044996],"genre_scores_gemma":[0.9773734,0.00203018,0.0001629551,0.0002005455,0.0001356393,0.00005020053,0.01977784,0.00001460523,0.0002546404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002294593,"threshold_uncertainty_score":0.007014096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423093889959742,"score_gpt":0.2981573052395785,"score_spread":0.283926366339981,"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."}}