{"id":"W2979983735","doi":"10.1016/j.jcmg.2019.03.036","title":"Transcatheter Interventions for Mitral Regurgitation","year":2019,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University Health Centre","funders":"Abbott Vascular; Abbott Laboratories; Leids Universitair Medisch Centrum; GE Healthcare; MicroPort; American College of Cardiology Foundation; Biotronik; Medtronic; National Institutes of Health; Boston Scientific Corporation; Edwards Lifesciences; Dalio Foundation","keywords":"Mitral regurgitation; Medicine; Fluoroscopy; Cardiology; Mitral valve; Internal medicine; Ventricular outflow tract; Mitral valve replacement; Regurgitation (circulation); Radiology","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003571761,0.0004798346,0.00282228,0.0003120739,0.000082133,0.00008454565,0.0001169366,0.0001384049,0.00003423581],"category_scores_gemma":[0.00005807344,0.0004021814,0.1146436,0.000199212,0.00003264256,0.0001282273,0.0000324239,0.0002043598,0.0001451818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577651,"about_ca_system_score_gemma":0.0001893623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001384394,"about_ca_topic_score_gemma":1.935705e-7,"domain_scores_codex":[0.9978291,0.0001256418,0.0005820028,0.0006887905,0.0003866746,0.0003878297],"domain_scores_gemma":[0.9983918,0.00009128421,0.0001522193,0.001046684,0.0001624033,0.0001555997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001438437,0.00009325099,0.00008937251,0.04918989,0.03657592,0.000017299,0.00001921568,0.000002634158,4.378605e-8,0.00001951527,0.0005646598,0.9134138],"study_design_scores_gemma":[0.001747528,0.00003672568,0.0003131913,0.02077958,0.1402866,0.0001474551,0.00002289115,0.000009092267,2.666765e-7,0.00001786242,0.8363121,0.0003266959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005679351,0.9901248,0.00418167,0.00002497918,0.0007393603,0.003613616,0.0003366801,0.00008920766,0.0008840533],"genre_scores_gemma":[0.0002972756,0.9946348,0.0005698889,0.0000343509,0.0004851259,0.0009370594,0.002232356,0.000167332,0.000641813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9130871,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09218985408199157,"score_gpt":0.4342460427822128,"score_spread":0.3420561887002213,"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."}}