{"id":"W3172632315","doi":"10.1161/circinterventions.120.010440","title":"Transcatheter Aortic Valve Replacement for Degenerated Transcatheter Aortic Valves: The TRANSIT International Project","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Valve replacement; Cardiology; Aortic valve; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00503755,0.0007908699,0.0003538636,0.001865173,0.0005003129,0.001035313,0.0008948011,0.0004461763,0.002396612],"category_scores_gemma":[0.00196006,0.0001830933,0.0006923896,0.0012055,0.0005466653,0.000735848,0.001507467,0.0005463944,0.0007665064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006883548,"about_ca_system_score_gemma":0.004190545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444077,"about_ca_topic_score_gemma":0.0016279,"domain_scores_codex":[0.9989763,0.0003074321,0.00009671243,0.0001832284,0.0002821492,0.0001541781],"domain_scores_gemma":[0.9962813,0.0002622484,0.0008258331,0.0003992257,0.0006197816,0.001611628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01066186,0.005100166,0.6381906,0.0009169427,0.0005877989,0.001416562,0.0009769181,0.001241354,0.01083359,0.005670092,0.04702899,0.2773751],"study_design_scores_gemma":[0.004059957,0.01400372,0.8726453,0.0008378188,0.001174491,0.006458557,0.0008400141,0.003405505,0.006431911,0.001123769,0.08895407,0.00006492243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468455,0.008796789,0.004203035,0.004176715,0.000343356,0.001521458,0.01819413,0.0002518584,0.0156672],"genre_scores_gemma":[0.8922986,0.009818597,0.01813801,0.001624897,0.00102604,0.001486763,0.0681245,0.0002007151,0.007281937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00503755,"threshold_uncertainty_score":0.02664143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036988693133077,"score_gpt":0.356545814528219,"score_spread":0.3061759275968882,"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."}}