{"id":"W4210590926","doi":"10.1055/s-0042-1742891","title":"Characteristics and Outcomes of Patients Undergoing Screening for Transcatheter Mitral Valve Implantation: Results from the 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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Mitral regurgitation; Retrospective cohort study; Cardiology; Internal medicine; Mitral valve; Surgery","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":[0.00083684,0.0002145919,0.0003585366,0.00124593,0.0002742342,0.0005765123,0.0003761721,0.0004956427,0.001553945],"category_scores_gemma":[0.003029224,0.0001662327,0.0004176616,0.001619942,0.0003191156,0.0007217904,0.0006819788,0.0003935546,0.0002849314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169662,"about_ca_system_score_gemma":0.0004474416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893128,"about_ca_topic_score_gemma":0.00453975,"domain_scores_codex":[0.9993734,0.0001133566,0.0001118491,0.0001355863,0.0001447742,0.000121037],"domain_scores_gemma":[0.9976881,0.0004209618,0.001079834,0.0001538864,0.0002084654,0.0004487971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208857,0.00002395012,0.9991704,0.00000546712,0.00002448726,0.00002831695,0.00002003214,0.00002835397,0.00004246401,0.00001409531,0.0001816813,0.0003398731],"study_design_scores_gemma":[0.00001363464,0.00008231335,0.9993532,0.000006868665,0.00001914716,0.0001356446,0.0001020176,0.00009528721,0.00002435186,0.00001988055,0.0001437174,0.000003914245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965448,0.0001930429,0.00003811686,0.00005350136,0.000004768793,0.000009714856,0.002715785,0.000002298921,0.0004380641],"genre_scores_gemma":[0.9958638,0.0001416058,0.00005367478,0.00005730829,0.00002151409,0.0000220082,0.00368102,0.000003280896,0.000155758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003893128,"threshold_uncertainty_score":0.007740974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142405969637549,"score_gpt":0.2964217397414264,"score_spread":0.2749976800450509,"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."}}