{"id":"W2883952868","doi":"10.1016/j.jtcvs.2018.02.115","title":"The American Association for Thoracic Surgery consensus guidelines on bicuspid aortic valve–related aortopathy: Full online-only version","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University; St. Michael's Hospital; University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Bicuspid aortic valve; Medicine; Cardiology; Bicuspid valve; Internal medicine; Population; Aortic 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":[0.004529411,0.0002717512,0.001194105,0.0002748816,0.00032962,0.00007144572,0.00007905156,0.0001170196,0.000007410486],"category_scores_gemma":[0.002844697,0.0001715971,0.002912548,0.0003978518,0.0002245371,0.00009937955,0.00002946857,0.0002201751,0.00001269594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400782,"about_ca_system_score_gemma":0.0004939325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001950199,"about_ca_topic_score_gemma":0.000003170638,"domain_scores_codex":[0.9970209,0.000339271,0.001031757,0.0002894195,0.0009189064,0.000399757],"domain_scores_gemma":[0.9952254,0.001828013,0.001030097,0.0004222779,0.001233657,0.000260602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003973719,0.0003459798,0.1888917,0.000140912,0.010209,0.0002094293,0.00007272635,0.00002544378,0.000085375,0.00001172353,0.01714645,0.7788876],"study_design_scores_gemma":[0.002259556,0.002898602,0.8238074,0.002667456,0.03403347,0.003727151,0.002948996,0.002201651,0.00328014,0.001029548,0.1197009,0.001445168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848133,0.01178343,0.0001755894,0.002055374,0.0006902184,0.000300315,0.00002320675,0.00003472295,0.0001238927],"genre_scores_gemma":[0.9933841,0.004347015,0.0003734214,0.000307061,0.001158531,0.000009905349,0.00003797491,0.00004378867,0.0003382654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7774424,"threshold_uncertainty_score":0.6997526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368011010580548,"score_gpt":0.3370877510419439,"score_spread":0.2934076409361385,"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."}}