{"id":"W3199328815","doi":"10.4244/aij-d-19-00005","title":"Impact of transcatheter aortic valve size on leaflet stresses: implications for durability and optimal grey zone sizing","year":2020,"lang":"en","type":"article","venue":"AsiaIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Durability; Sizing; Valve replacement; Annulus (botany); Heart valve; Materials science; Biomedical engineering; Cardiology; Composite material; Medicine; Chemistry","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":[0.00006470317,0.0001164617,0.0002470826,0.0000259552,0.00003695095,0.00001343632,0.00003022359,0.00003759176,0.00006252195],"category_scores_gemma":[0.0001572235,0.00009598274,0.002675255,0.00006915814,0.00003427973,0.00006350171,0.00001096535,0.00004632554,0.000002767257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612034,"about_ca_system_score_gemma":0.00002393548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004351487,"about_ca_topic_score_gemma":0.000001784552,"domain_scores_codex":[0.9992723,0.00002844466,0.0002505027,0.0002393917,0.00007660387,0.0001326937],"domain_scores_gemma":[0.9994072,0.00009672321,0.00009057807,0.0001739776,0.00008963296,0.0001418649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051548,0.001934196,0.9320864,0.00100458,0.003813789,9.107252e-7,0.0007364806,0.00006499079,0.005225256,0.000231964,0.0001580561,0.05269183],"study_design_scores_gemma":[0.002271453,0.002499484,0.9932036,0.0001475803,0.001061489,0.000002714145,0.0001050711,0.0001572153,0.0003549904,0.0001196731,0.000007775602,0.00006898027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946987,0.0002948971,0.002727573,0.001101652,0.00002124844,0.0007292757,0.000339469,0.00002728579,0.00005991976],"genre_scores_gemma":[0.99942,0.00001921921,0.0002382189,0.00005820808,0.00004255793,0.00006914064,0.0001202759,0.00001631115,0.00001608997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06111718,"threshold_uncertainty_score":0.3914062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462652839847873,"score_gpt":0.3882668209776515,"score_spread":0.3536402925791727,"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."}}