{"id":"W4400428840","doi":"10.4244/eij-d-23-00904","title":"Clinical outcomes and predictors of transapical transcatheter mitral valve replacement: the Tendyne Expanded Clinical Study","year":2024,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute; JenaValve; MicroPort; Deutsche Herzstiftung; Boston Scientific Corporation; Edwards Lifesciences","keywords":"Medicine; Mitral regurgitation; Mitral valve replacement; MitraClip; Mitral valve; Cardiology; Valve replacement; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009325023,0.0001596304,0.0004544189,0.00005813624,0.00003788128,0.00003076769,0.00006151556,0.00006048263,0.0001180623],"category_scores_gemma":[0.00008462752,0.00009362619,0.008886423,0.00009428751,0.0001407811,0.00006118158,0.0000248754,0.0002356141,0.0000132701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424884,"about_ca_system_score_gemma":0.00002902189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001560809,"about_ca_topic_score_gemma":0.000005595523,"domain_scores_codex":[0.9978618,0.0003741602,0.0009225268,0.0004067624,0.0002837392,0.0001510373],"domain_scores_gemma":[0.9991748,0.0002517927,0.00007517498,0.0003240877,0.00003905313,0.000135051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006356135,0.002317873,0.9792962,0.00009979357,0.008120573,0.0000200003,0.0003469771,1.177466e-7,0.000003108768,0.00003269751,0.0003052268,0.008821835],"study_design_scores_gemma":[0.004036652,0.003853648,0.9849394,0.0002210944,0.006238371,0.00001611005,0.0002369761,0.00003322122,0.000004020098,0.00004010775,0.0003093236,0.00007105697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950793,0.002219017,0.000222499,0.0003682651,0.0009575198,0.0008769222,0.00005213888,0.00006775577,0.0001565908],"genre_scores_gemma":[0.9990073,0.0001207311,0.00002287298,0.00006315721,0.0001517932,0.0000128491,0.00003132976,0.00002432553,0.0005655696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008750778,"threshold_uncertainty_score":0.8962196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157850298335019,"score_gpt":0.4398479761476856,"score_spread":0.3882694731643354,"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."}}