{"id":"W4229022552","doi":"10.1148/ryct.210260","title":"Hepatosteatosis and Atherosclerotic Plaque at Coronary CT Angiography","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Heart, Lung, and Blood Institute; Chief Scientist Office, Scottish Government Health and Social Care Directorate; National Heart Foundation of New Zealand; Sir Jules Thorn Charitable Trust; Edinburgh and Lothians Health Foundation; NHS Health Scotland; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Internal medicine; Interquartile range; Cardiology; Nonalcoholic fatty liver disease; Diabetes mellitus; Coronary artery disease; Body mass index; Myocardial infarction; Risk factor; Fatty liver; Disease; Endocrinology","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":[0.001804163,0.0004449662,0.0003316411,0.0005676756,0.0002447944,0.000748163,0.0003132134,0.0003948055,0.001840774],"category_scores_gemma":[0.005253402,0.0002907285,0.0006796482,0.0006025585,0.000411258,0.0003339263,0.0003509296,0.0005464035,0.0001861051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529272,"about_ca_system_score_gemma":0.0002767446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105564,"about_ca_topic_score_gemma":0.002944737,"domain_scores_codex":[0.9991616,0.0003439306,0.00007147327,0.0001359758,0.0001991408,0.00008791321],"domain_scores_gemma":[0.9949778,0.001017023,0.002843996,0.0003854872,0.0003683937,0.0004072096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001631196,0.00002781077,0.995492,0.00003567515,0.0002615535,0.00006677682,0.00002340354,0.00006836202,0.0004329227,0.00003189512,0.00004959006,0.001878914],"study_design_scores_gemma":[0.00004656107,0.000216618,0.998524,0.00001601762,0.0001454524,0.0003754813,0.00002740167,0.00032205,0.0001368962,0.00005567436,0.0001289618,0.00000504858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997878,0.001037402,0.0002316878,0.00005141124,0.000009135248,0.00001219634,0.0001300577,0.00000496031,0.0006452185],"genre_scores_gemma":[0.9994709,0.0001314205,0.0001292947,0.00001535755,0.0000241206,0.000003792844,0.00009860411,0.00000149551,0.0001251197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002105564,"threshold_uncertainty_score":0.009541392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008254075340501673,"score_gpt":0.2395572053538004,"score_spread":0.2313031300132987,"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."}}