{"id":"W2915918168","doi":"10.1093/ehjci/jez022","title":"Differential association between the progression of coronary artery calcium score and coronary plaque volume progression according to statins: the Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging (PARADIGM) study","year":2019,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"GE Healthcare; National Heart, Lung, and Blood Institute; National Research Foundation of Korea; National Science Foundation, United Arab Emirates; National Research Foundation; Ministry of Science and ICT, South Korea; National Institutes of Health; Ministry of Education, Science and Technology; Neurosciences Research Foundation","keywords":"Medicine; Internal medicine; Cardiology; Mace; Statin; Coronary atherosclerosis; Coronary Calcium Score; Calcification; Bayesian multivariate linear regression; Calcinosis; Coronary artery disease; Linear regression; Percutaneous coronary intervention; Myocardial infarction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003149289,0.0004668385,0.001107142,0.0004325372,0.0005173479,0.0002434304,0.0003351356,0.00005521236,0.000007382519],"category_scores_gemma":[0.0002124079,0.0003018767,0.001359143,0.0006653923,0.0002221278,0.0003234168,0.0003916843,0.0008807803,0.000006450292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008074623,"about_ca_system_score_gemma":0.00009108269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002666077,"about_ca_topic_score_gemma":4.082943e-7,"domain_scores_codex":[0.994174,0.001980489,0.001015655,0.0005902515,0.001600803,0.000638778],"domain_scores_gemma":[0.9973012,0.0005438377,0.000644901,0.0008099424,0.0003930023,0.000307132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116074,0.0002596311,0.9499081,0.0001272218,0.001591719,0.0002073917,0.001029046,0.0000579041,0.004178852,4.780764e-7,0.0009964082,0.04143158],"study_design_scores_gemma":[0.003427038,0.0006729836,0.986762,0.002543855,0.001843561,0.001168402,0.001065073,0.0006914553,0.0007233152,0.000004645155,0.0007770315,0.0003206689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844794,0.008272675,0.002792435,0.0009869555,0.00059538,0.00269161,0.000039877,0.00008873847,0.00005290087],"genre_scores_gemma":[0.9985585,0.0001053142,0.0005803877,0.0001404407,0.0004141169,0.00002713329,0.00004815027,0.0001182073,0.000007788943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04111091,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906680599942259,"score_gpt":0.2804988679045823,"score_spread":0.2614320619051597,"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."}}