{"id":"W4388565077","doi":"10.1007/s10554-023-02964-1","title":"The current and future role of imaging of thoracic aortic disease: a North American society for cardiovascular imaging commentary on the 2022 AHA/ACC guidelines for the diagnosis and management of aortic disease","year":2023,"lang":"en","type":"review","venue":"The International Journal of Cardiovascular Imaging","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"American Roentgen Ray Society; American Heart Association","keywords":"Medicine; Thoracic aorta; Terminology; Disease; Acute aortic syndrome; Multidisciplinary approach; Aorta; Radiology; Intensive care medicine; Cardiology; Internal medicine; Aortic dissection","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":[0.002277888,0.0004032312,0.001345986,0.0001297017,0.000263589,0.00008596755,0.0007074665,0.00001277705,0.000001453707],"category_scores_gemma":[0.0002024376,0.0001839841,0.006585731,0.0002630914,0.00060903,0.0001073474,0.0003305083,0.0002847473,1.953168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212302,"about_ca_system_score_gemma":0.0001952911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004452212,"about_ca_topic_score_gemma":0.000001316346,"domain_scores_codex":[0.9964982,0.0002192714,0.001160515,0.0003303171,0.001516941,0.0002748134],"domain_scores_gemma":[0.9960494,0.001111083,0.00107946,0.0008315168,0.0007832118,0.0001452976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047039,0.0001065192,0.002940395,0.003883703,0.04794278,0.00002846974,0.0001107914,0.0001257508,7.615602e-8,0.00006514888,0.001687515,0.9429041],"study_design_scores_gemma":[0.002122504,0.00006942459,0.01010769,0.01844904,0.1910964,0.00009716374,0.005539666,0.01110376,0.000008407433,0.0007884332,0.7601271,0.0004904221],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001539078,0.9830853,0.001238836,0.01134914,0.0003153029,0.002178416,0.0002804368,0.000009503345,0.000003947741],"genre_scores_gemma":[0.0169915,0.9808794,0.0002069855,0.0002716843,0.0009364913,0.0005724686,0.00006709433,0.00006959042,0.000004806091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9424137,"threshold_uncertainty_score":0.7502654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837920315873393,"score_gpt":0.376447558664282,"score_spread":0.3180683555055481,"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."}}