{"id":"W4388871279","doi":"10.1161/circinterventions.123.013296","title":"Redo Transcatheter Aortic Valve Implantation in the Lotus Mechanically Expanded Transcatheter Heart Valve: Bench-Top Analysis, Clinical Experience, and Procedural Guidance","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Cardiology; Apposition; Surgery; Internal medicine; Stent; Aortic root; Prosthesis; Heart valve; Aortic valve; Aorta","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_broad"],"consensus_categories":[],"category_scores_codex":[0.001044113,0.0002250836,0.0006823589,0.0003795702,0.0001557802,0.00007809637,0.0001126838,0.0001293399,0.00005112608],"category_scores_gemma":[0.0001060741,0.000178594,0.02601969,0.001265991,0.00009081534,0.0001762402,0.00002127947,0.0001858943,0.0000304675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006219362,"about_ca_system_score_gemma":0.00004521152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006030971,"about_ca_topic_score_gemma":0.00001577327,"domain_scores_codex":[0.9972324,0.000423119,0.0008446088,0.0006013236,0.0005812988,0.0003172967],"domain_scores_gemma":[0.9988471,0.00009817939,0.00009518856,0.0006774329,0.0001366131,0.0001454658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255526,0.0008498174,0.9391291,0.0003625463,0.04300635,0.00002161607,0.003360443,0.001456458,0.0001617924,0.000269063,0.0001974311,0.01105984],"study_design_scores_gemma":[0.001885361,0.0001016212,0.9795714,0.0001499115,0.01602742,0.000070902,0.0005692298,0.001012773,0.00001339177,0.000228667,0.0001950031,0.0001742921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891393,0.003061817,0.005887807,0.0003661167,0.0001980635,0.001104287,0.00005327045,0.00009920179,0.00009009928],"genre_scores_gemma":[0.9983257,0.0002724888,0.00009712038,0.0002296704,0.00009682698,0.0004591342,0.0004693939,0.00002566486,0.00002397735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044234,"threshold_uncertainty_score":0.9837345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124666415168433,"score_gpt":0.3989422005866701,"score_spread":0.3476955364349857,"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."}}