{"id":"W2288786431","doi":"10.1002/ccd.26453","title":"Transcatheter valve implantation for calcific mitral valve disease","year":2016,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mitral valve; Cardiology; Internal medicine; Balloon; Mitral valve replacement; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0001606172,0.0004386442,0.0007689821,0.000257629,0.0001867872,0.0000936189,0.00009233389,0.0003477997,0.000130734],"category_scores_gemma":[0.00003838423,0.0003583239,0.06746387,0.0000982371,0.0001039787,0.0001182056,0.0000291451,0.0002346407,0.00003825712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009863231,"about_ca_system_score_gemma":0.0000857689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007728528,"about_ca_topic_score_gemma":2.717107e-7,"domain_scores_codex":[0.9978259,0.0001387264,0.0004792266,0.0007493272,0.0004003507,0.0004064452],"domain_scores_gemma":[0.9985834,0.00005008071,0.0001279675,0.000740346,0.0002426598,0.000255599],"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":[0.001195774,0.001345988,0.01689676,0.02208713,0.4339522,0.0004255978,0.0008584781,0.00002780353,0.0002064343,0.0005666564,0.3517748,0.1706623],"study_design_scores_gemma":[0.008089192,0.0005551364,0.05858781,0.003240494,0.1276424,0.0001699227,0.00006410965,0.00001985066,0.00004386067,0.0007953574,0.7996226,0.001169254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04964455,0.1852081,0.4841775,0.200821,0.008523571,0.02223524,0.04578399,0.001324824,0.002281251],"genre_scores_gemma":[0.7757952,0.005635137,0.0005590259,0.1251781,0.01110619,0.006257934,0.06402553,0.0007807413,0.01066221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7261506,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284883715677343,"score_gpt":0.3305254908216713,"score_spread":0.2976766536648978,"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."}}