{"id":"W4407132713","doi":"10.1093/ehjci/jeaf045","title":"The reversibility of cardiac damage after transcatheter aortic valve implantation and short-term outcomes in a real-world setting","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Turun Yliopistollinen Keskussairaala","keywords":"Medicine; Cardiology; Internal medicine; Stage (stratigraphy); Aortic valve; Tricuspid valve","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":[0.001892966,0.0001876795,0.0005811998,0.0002020626,0.0001739656,0.00009061948,0.00006611943,0.00001481966,0.000003891335],"category_scores_gemma":[0.00007718868,0.0001342545,0.004435997,0.0002039151,0.00008902655,0.0001418962,0.00006200885,0.00028339,0.000002879116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116603,"about_ca_system_score_gemma":0.00006107459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006354602,"about_ca_topic_score_gemma":0.000003703528,"domain_scores_codex":[0.9978842,0.0007059428,0.0004853225,0.0002839834,0.0003495449,0.0002910006],"domain_scores_gemma":[0.9990784,0.0001455398,0.00005341169,0.0004910852,0.0001073562,0.0001242178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009837696,0.00004125919,0.9694692,0.00009402166,0.003513402,0.00008316265,0.000285829,0.000008001482,0.0001314376,0.0000020669,0.00004606159,0.0262272],"study_design_scores_gemma":[0.0008835225,0.00001698303,0.994846,0.0003429865,0.002818397,0.00007524873,0.0002265113,0.00001852907,0.00006073606,0.00002196893,0.0005863274,0.000102757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869387,0.01022803,0.00005648245,0.0002664396,0.0002701885,0.0003891033,0.0000187047,0.00001779717,0.001814557],"genre_scores_gemma":[0.9983403,0.00121216,0.0001352388,0.0001169569,0.00008374413,0.000007553655,0.000006962709,0.00002718769,0.00006989146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02612444,"threshold_uncertainty_score":0.5474741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675388978966795,"score_gpt":0.3310549015198931,"score_spread":0.3143010117302252,"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."}}