{"id":"W4281623508","doi":"10.1016/j.jcct.2022.05.005","title":"Age related compositional plaque burden by CT in patients with future ACS","year":2022,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"National Institutes of Health; Ministry of Science ICT and Future Planning; National Research Foundation of Korea; National Research Foundation","keywords":"Medicine; Radiology; Internal medicine; Cardiology","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":[0.0006233428,0.0002055848,0.0007871485,0.0006868829,0.0001360488,0.00003277581,0.0001623257,0.0000434034,0.00001905997],"category_scores_gemma":[0.00001619491,0.000176233,0.00131184,0.001107383,0.00007352261,0.00009563452,0.00008280826,0.0009445517,0.000001257257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306358,"about_ca_system_score_gemma":0.0001105956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000192078,"about_ca_topic_score_gemma":2.031188e-7,"domain_scores_codex":[0.9972575,0.0002800558,0.0004913776,0.0002134535,0.00148512,0.0002725306],"domain_scores_gemma":[0.9988887,0.00008130493,0.0002119484,0.0003264519,0.0003147576,0.0001768949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002141949,0.001889567,0.7429224,0.0001310179,0.02168232,0.01349425,0.0006414212,0.141531,0.000077848,0.0001120215,0.06376512,0.01161104],"study_design_scores_gemma":[0.0258276,0.001448993,0.7899743,0.0002368756,0.002013202,0.003695878,0.0002247881,0.0001407395,0.00007288648,0.00007690586,0.1758547,0.0004330562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834697,0.01308964,0.0009772131,0.0007033118,0.0008540293,0.0003947287,0.00007460074,0.0000402906,0.0003965524],"genre_scores_gemma":[0.9979715,0.00006166611,0.001069229,0.000221263,0.0003745403,0.000006930979,0.0002531582,0.00003478079,0.000006877611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1413903,"threshold_uncertainty_score":0.7186573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002713094041751581,"score_gpt":0.1839198672865276,"score_spread":0.181206773244776,"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."}}