{"id":"W3134297821","doi":"10.1016/j.jcin.2020.12.038","title":"Transcatheter Mitral Valve Replacement","year":2021,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Mitral regurgitation; Valve replacement; Medicine; Mitral valve replacement; Mitral valve; Cardiology; Internal medicine; Mitral valve repair; Surgery; Stenosis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004326833,0.0006968615,0.004161908,0.000313029,0.0001259091,0.00009959962,0.0001839968,0.0003540888,0.001275406],"category_scores_gemma":[0.00006919246,0.0005854249,0.4679399,0.0004228005,0.00005752025,0.00007013239,0.0001255464,0.000479176,0.0005219544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541633,"about_ca_system_score_gemma":0.0003228341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000396519,"about_ca_topic_score_gemma":0.000001917598,"domain_scores_codex":[0.9962455,0.0004615452,0.001051537,0.001010862,0.0007414863,0.0004890375],"domain_scores_gemma":[0.9970576,0.00005166428,0.0001905695,0.002136552,0.0002057021,0.0003579629],"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":[0.000008845444,0.0006772489,0.00006916488,0.0213254,0.3346629,0.0001236505,0.00001758409,0.000001310819,6.056161e-9,0.00005133712,0.002158049,0.6409045],"study_design_scores_gemma":[0.0009992362,0.0001217651,0.0002866185,0.03187597,0.2526142,0.0004128408,0.00002585678,1.456571e-7,1.610182e-7,0.000004834051,0.7133273,0.0003311005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001114947,0.9932119,0.000595372,0.00001655396,0.0009744237,0.002038624,0.0004837653,0.0001185118,0.002549717],"genre_scores_gemma":[0.000193883,0.9920109,0.0002231783,0.00003524824,0.0004786125,0.001124031,0.003061989,0.0001576671,0.002714528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7111692,"threshold_uncertainty_score":0.9996597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08001527601580379,"score_gpt":0.4192624760856336,"score_spread":0.3392472000698298,"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."}}