{"id":"W4292664314","doi":"10.1016/j.jacc.2022.05.054","title":"Comparative Risks of Initial Aortic Events Associated With Genetic Thoracic Aortic Disease","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; Invitae; National Institutes of Health; McGovern Medical School; CytoSorbents Europe; Temerty Family Foundation; University of Texas Health Science Center at Houston","keywords":"Medicine; Aortic dissection; Proband; Thoracic aortic aneurysm; Aortic aneurysm; Cumulative incidence; Dissection (medical); Aneurysm; Internal medicine; Cohort; Cardiology; Aorta; Gene; Surgery; Genetics; Mutation; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004053248,0.0001257177,0.0006405915,0.0001090656,0.0001016769,0.000001527627,0.0004975258,0.00002531219,0.00001505685],"category_scores_gemma":[0.0004174781,0.00009323643,0.0002882704,0.000424927,0.000573313,0.000003304553,0.0002940123,0.0002469084,2.770306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006215737,"about_ca_system_score_gemma":0.0005640539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547783,"about_ca_topic_score_gemma":0.00001015425,"domain_scores_codex":[0.9974224,0.001368658,0.0004147824,0.0001619625,0.0004179794,0.0002142195],"domain_scores_gemma":[0.9980752,0.0001234194,0.0009974736,0.0003071961,0.0004100861,0.00008658587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01235255,0.0005301775,0.806206,0.00004759887,0.004374274,0.0002140043,0.0001990045,0.03964682,0.1314431,0.00002278165,0.002768715,0.002194985],"study_design_scores_gemma":[0.001467328,0.005417221,0.9807879,0.00003401416,0.0003924875,0.0002099748,0.001711567,0.0002035026,0.008607781,0.0003520252,0.0006096253,0.0002065502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981139,0.0006132855,0.0003160172,0.0002185393,0.0001026192,0.0002398439,0.0002422689,0.000001342371,0.0001521891],"genre_scores_gemma":[0.9996704,0.00005328161,0.00006200466,0.00004529398,0.00006431182,0.00001712768,0.000006657162,0.00001520334,0.0000657514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745819,"threshold_uncertainty_score":0.3802071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075258928614558,"score_gpt":0.3856707655192328,"score_spread":0.3449181762330872,"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."}}