{"id":"W4210844562","doi":"10.1093/ehjci/jeac029","title":"Vessel-specific plaque features on coronary computed tomography angiography among patients of varying atherosclerotic cardiovascular disease risk","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Weill Cornell Medical College; Ministry of Science and ICT, South Korea; National Research Foundation; Dalio Foundation","keywords":"Medicine; Circumflex; Cardiology; Coronary artery disease; Internal medicine; Coronary arteries; Atherosclerotic cardiovascular disease; Coronary atherosclerosis; Vulnerable plaque; Radiology; Artery; Disease","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":[0.0004863488,0.0003612684,0.0003829572,0.0009361843,0.0003986601,0.0005322851,0.0002495012,0.0005482641,0.0009841097],"category_scores_gemma":[0.002177848,0.0002009421,0.000271021,0.0007203776,0.000262997,0.0004700359,0.0004831639,0.0003858936,0.000225964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155834,"about_ca_system_score_gemma":0.0001327487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009344078,"about_ca_topic_score_gemma":0.001419292,"domain_scores_codex":[0.9996389,0.00006569523,0.00005030882,0.0001087825,0.00007758244,0.00005873575],"domain_scores_gemma":[0.9991236,0.0001919782,0.0003761336,0.00006186849,0.00008139161,0.0001650043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165207,0.00001317804,0.9989048,0.000002802024,0.0000251389,0.00004881033,0.00003403051,0.00002404923,0.0002530717,0.000007623848,0.00001470465,0.0005553036],"study_design_scores_gemma":[0.000005962111,0.00009182481,0.9992694,0.000002133684,0.00001894453,0.0003149339,0.00007287344,0.0001091593,0.00005661134,0.00001963767,0.00003600413,0.000002574301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996438,0.00009300107,0.00003632543,0.000008377276,0.000001623754,0.000003951767,0.00006285246,0.000001506611,0.0001484719],"genre_scores_gemma":[0.9997154,0.00003948341,0.0000548358,0.00000819415,0.000006445859,0.000004395492,0.0001311415,7.864707e-7,0.00003926465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009841097,"threshold_uncertainty_score":0.003292143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133763349785917,"score_gpt":0.2157615710742255,"score_spread":0.2023852360956338,"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."}}