{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006051309,0.0002602653,0.0003340744,0.001173927,0.0003277164,0.00054203,0.0003562778,0.0005426606,0.001776188],"category_scores_gemma":[0.003338325,0.0001993456,0.0005461289,0.0006280856,0.0003018875,0.0002207526,0.0004871536,0.0005574597,0.0001455825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034153,"about_ca_system_score_gemma":0.000168709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315003,"about_ca_topic_score_gemma":0.001048734,"domain_scores_codex":[0.9993299,0.0001375102,0.00005571074,0.0002338066,0.0001049066,0.0001380582],"domain_scores_gemma":[0.9971082,0.0008209096,0.00101659,0.0002340462,0.0001979823,0.0006222198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004221032,0.00001857227,0.9972944,0.000004926952,0.0001014347,0.0003280925,0.00003862876,0.00006275703,0.0006596932,0.0000366728,0.00003002873,0.001002623],"study_design_scores_gemma":[0.000009413086,0.0001454346,0.9980634,0.000003541739,0.00005140858,0.001243787,0.00007095168,0.0001578966,0.0001386313,0.00005616066,0.00005495102,0.000004507588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993767,0.0001937763,0.0000664873,0.0000113652,0.000002911969,0.000002214916,0.000105413,0.000002526775,0.0002386612],"genre_scores_gemma":[0.9995587,0.00008015082,0.00006144668,0.000004787637,0.00000569581,0.000003040002,0.0002012,0.000002015614,0.00008296041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001776188,"threshold_uncertainty_score":0.005941927,"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."}}