{"id":"W2563169016","doi":"10.1016/j.jacc.2016.10.068","title":"Transcatheter Mitral Valve Replacement for Patients With Symptomatic Mitral Regurgitation","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Mitral regurgitation; Mitral valve replacement; Cardiology; Mitral valve; Surgery; Internal medicine; Atrial fibrillation; Mitral valve repair","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":[0.0001434462,0.0001209609,0.000672193,0.00008265063,0.00003441782,0.000001819392,0.00009269996,0.00002488858,0.00000612677],"category_scores_gemma":[0.00008939047,0.00005407077,0.005336994,0.000112417,0.0002161745,0.00004805321,0.00001068323,0.00004570049,7.724304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115867,"about_ca_system_score_gemma":0.0001315118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001882715,"about_ca_topic_score_gemma":2.161157e-7,"domain_scores_codex":[0.9989702,0.0001091126,0.0003710432,0.0001131146,0.0002621265,0.0001744557],"domain_scores_gemma":[0.9985197,0.0001720243,0.0006081117,0.0002392277,0.0003701729,0.0000908264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007694707,0.0001621557,0.9767082,0.00003878014,0.01117511,0.000004795636,0.00003111592,0.00001762291,0.0001724302,0.00005354227,0.001766156,0.002175333],"study_design_scores_gemma":[0.007834929,0.00543869,0.9812979,0.000174735,0.004280101,0.00009711632,0.0001083963,0.000001222582,0.0001122386,0.0001928079,0.0003897799,0.0000720953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972094,0.0001262702,0.0005560604,0.0009954531,0.0002184745,0.0005251557,0.0002321594,0.000003749763,0.0001333117],"genre_scores_gemma":[0.9988397,0.00002713116,0.0007442976,0.0001301718,0.0001289232,0.00001796941,0.00000301318,0.00001674504,0.00009199016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006895006,"threshold_uncertainty_score":0.5382502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055222398884044,"score_gpt":0.2772274947165598,"score_spread":0.2701722723176758,"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."}}