{"id":"W2909842600","doi":"10.1016/j.jcin.2018.12.010","title":"Predicting Left Ventricular Outflow Tract Obstruction After Transcatheter Mitral Valve Replacement","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Ventricular outflow tract obstruction; Cardiology; Mitral valve replacement; Medicine; Outflow; Internal medicine; Mitral valve; Ventricular outflow tract; Valve replacement; Geology; 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":[0.0005115255,0.0008720504,0.001794994,0.0005088297,0.000177636,0.0001650904,0.0002297521,0.0009563905,0.001326611],"category_scores_gemma":[0.0000789944,0.0008134955,0.1748333,0.0002210437,0.0000785278,0.0002273887,0.0001106372,0.001703631,0.0005945542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000743927,"about_ca_system_score_gemma":0.0001322191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001409053,"about_ca_topic_score_gemma":0.000002929055,"domain_scores_codex":[0.994608,0.0003893754,0.001077859,0.001404739,0.001560035,0.0009599825],"domain_scores_gemma":[0.9968511,0.00006966935,0.0002953219,0.002266231,0.0003102554,0.0002074367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004351961,0.001527501,0.3939778,0.007373441,0.4194882,0.002629666,0.000304753,0.0002655762,0.000002723607,0.000002421636,0.167757,0.006235746],"study_design_scores_gemma":[0.005881703,0.0006828207,0.3754768,0.00382273,0.1491192,0.001856339,0.0001077024,0.00002900869,0.00002781932,0.00002883816,0.4618987,0.001068239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5613785,0.305163,0.007407119,0.06831382,0.02508341,0.01908314,0.006238306,0.001614013,0.005718691],"genre_scores_gemma":[0.9374195,0.0006398013,0.0003891513,0.03366273,0.008824159,0.001314194,0.008650724,0.0005301039,0.008569611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760411,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185315636055107,"score_gpt":0.2948767269701979,"score_spread":0.2763451633646872,"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."}}