{"id":"W2977849449","doi":"10.1016/j.jacc.2019.08.119","title":"TCT-80 Predictors of Residual Significant Mean Gradient After TAVR in Bicuspid Aortic Valve Stenosis: Insights From the BEAT International Collaborative Registry","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Cardiology; Bicuspid aortic valve; Stenosis; Internal medicine; Beat (acoustics); Residual; Algorithm; Acoustics","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":[0.001089117,0.0003224027,0.0007609185,0.0006572883,0.0004327668,0.001257469,0.0005836193,0.0006070787,0.0009883897],"category_scores_gemma":[0.003003597,0.0002001751,0.0005077232,0.001130869,0.0002950899,0.0005913692,0.0006200419,0.0009600925,0.0002805802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724018,"about_ca_system_score_gemma":0.0004328924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002568954,"about_ca_topic_score_gemma":0.005715641,"domain_scores_codex":[0.9993101,0.0001363511,0.00009958773,0.0001648685,0.000157595,0.0001314186],"domain_scores_gemma":[0.9977072,0.000505024,0.0007582092,0.0002836311,0.0003225513,0.0004233501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004287622,0.00008199889,0.9945741,0.00002115404,0.000152503,0.0001285976,0.00006329872,0.0001020244,0.0002526008,0.00009755864,0.0009350792,0.003162323],"study_design_scores_gemma":[0.00002999074,0.00006863371,0.9984138,0.00001357065,0.0001566288,0.0002514348,0.0001170885,0.0003400589,0.00006264081,0.00009961576,0.000438453,0.000008062128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967974,0.000486091,0.00009476863,0.0001356558,0.00002544992,0.000008856643,0.001114427,0.000007734816,0.001329686],"genre_scores_gemma":[0.9967993,0.0002632705,0.0001794844,0.00007525484,0.00009601779,0.00001664583,0.002338757,0.0000103019,0.0002209411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002568954,"threshold_uncertainty_score":0.005759835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006439744527026977,"score_gpt":0.2667148319292831,"score_spread":0.2602750874022561,"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."}}