{"id":"W3213332047","doi":"10.1016/j.jcct.2021.11.004","title":"Plaque progression: Where, why, and how fast? A review of what we have learned from the analysis of patient data from the PARADIGM registry","year":2021,"lang":"en","type":"review","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"British Heart Foundation","keywords":"Medicine; Computed tomographic angiography; Vulnerable plaque; Myocardial infarction; Radiology; Population; Angiography; Cardiology; Internal medicine","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":[0.007485128,0.001340449,0.005362355,0.005714609,0.0003753987,0.002966194,0.001930837,0.001903443,0.002240164],"category_scores_gemma":[0.01828884,0.000619564,0.00230619,0.006591555,0.0009994732,0.003018152,0.001052749,0.002753131,0.0008171686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465986,"about_ca_system_score_gemma":0.005239908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812324,"about_ca_topic_score_gemma":0.006732887,"domain_scores_codex":[0.9974414,0.00067579,0.0008408534,0.0004332276,0.0005177197,0.0000909963],"domain_scores_gemma":[0.9739353,0.02050866,0.002245972,0.0003304169,0.002668771,0.0003109102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002522182,0.00005541291,0.00170761,0.1123751,0.001201663,0.0001197603,0.0001548029,0.0002880419,0.0003570591,0.002351182,0.02353144,0.8576058],"study_design_scores_gemma":[0.000133529,0.0003526581,0.01493637,0.2373825,0.008125936,0.002465046,0.0005148447,0.0004554237,0.0006049729,0.005562021,0.7292571,0.0002096493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005400004,0.9992765,0.00006588751,0.0003732476,0.00008305856,0.000004140593,0.00005321439,0.000002712134,0.00008727862],"genre_scores_gemma":[0.000471677,0.9987746,0.0002177124,0.0002892898,0.0001543855,0.000006784777,0.00005703199,0.000001741232,0.0000268425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007485128,"threshold_uncertainty_score":0.03958559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853429956184152,"score_gpt":0.3135247165590416,"score_spread":0.2649904169972001,"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."}}