{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005582013,0.001177218,0.003251938,0.003366941,0.0006618554,0.002885447,0.002061808,0.006820818,0.004721201],"category_scores_gemma":[0.01116147,0.0005470565,0.001801332,0.003480231,0.001656189,0.004109475,0.00191145,0.009227222,0.002613468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223873,"about_ca_system_score_gemma":0.007244987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614401,"about_ca_topic_score_gemma":0.01645098,"domain_scores_codex":[0.9977611,0.000630151,0.0003795666,0.000229309,0.0008487036,0.0001511518],"domain_scores_gemma":[0.9904826,0.005317428,0.0009623033,0.0001046026,0.002677519,0.0004556006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001427613,0.0000288104,0.0001325114,0.01683383,0.0001913157,0.0001637326,0.00008055771,0.0001253117,0.0002963986,0.004714335,0.6193233,0.3579672],"study_design_scores_gemma":[0.00007082379,0.00005037484,0.0005170919,0.02603138,0.0002835673,0.0004750313,0.0000808671,0.00006936702,0.00004851349,0.002788524,0.969547,0.0000373589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00001857756,0.9753833,0.00006938905,0.0174144,0.006660142,0.000003969369,0.00003762952,0.000007221381,0.0004052315],"genre_scores_gemma":[0.0003252965,0.9560766,0.0002754983,0.03160665,0.01114466,0.00001212886,0.00005617085,0.000005893786,0.0004972024],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006820818,"threshold_uncertainty_score":0.02952087,"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."}}