{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006063329,0.0002096668,0.0004253556,0.00001561506,0.0003567323,0.00004719562,0.0001326889,0.00004741894,0.0001138359],"category_scores_gemma":[0.00003462818,0.0001202962,0.008800801,0.0001594694,0.00009479112,0.00004524369,0.00009216112,0.0002003343,0.00001818748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006238627,"about_ca_system_score_gemma":0.00005373816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328547,"about_ca_topic_score_gemma":0.00001601791,"domain_scores_codex":[0.9980919,0.0003821151,0.0002249683,0.0003837264,0.0006493878,0.0002678519],"domain_scores_gemma":[0.9986261,0.0001816708,0.00005285901,0.0009876149,0.00003554643,0.000116225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001753747,0.00009369328,0.9484388,0.00001977033,0.02286827,0.00009052289,0.0005860303,0.00005723769,7.388778e-7,0.00002497529,0.0006775194,0.02538868],"study_design_scores_gemma":[0.001752956,0.00004081169,0.9742646,0.00001820659,0.009213991,0.0000941517,0.0009443096,0.000003033231,0.000004892727,0.0001919822,0.01332587,0.0001451636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639441,0.03111998,0.00002964734,0.0009633384,0.000340416,0.0004334985,0.001743912,0.0000483793,0.001376734],"genre_scores_gemma":[0.9981606,0.0003807398,0.00001243167,0.0005520627,0.0002119366,0.0001438842,0.0003332865,0.00002099889,0.0001840699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0342165,"threshold_uncertainty_score":0.8875843,"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."}}