{"id":"W3193435367","doi":"10.1001/jamacardio.2021.3055","title":"Association of Statin Treatment With Progression of Coronary Atherosclerotic Plaque Composition","year":2021,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Hydroxymethylglutaryl-CoA Reductase Inhibitors; Vulnerable plaque; Statin; Coronary atherosclerosis; Coronary 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":[0.0006589825,0.0001298456,0.0002785125,0.0003390153,0.0002677995,0.0003432026,0.0002511858,0.0004810784,0.001419922],"category_scores_gemma":[0.002671151,0.0001599954,0.0003915389,0.0005064554,0.0001696896,0.0002661648,0.0002008496,0.0005620163,0.000170504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537179,"about_ca_system_score_gemma":0.000356265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242247,"about_ca_topic_score_gemma":0.00339762,"domain_scores_codex":[0.999356,0.0001734289,0.00008558253,0.0001198946,0.0001714785,0.00009374444],"domain_scores_gemma":[0.9980801,0.0004294963,0.0009147762,0.0001511364,0.0002130693,0.0002114258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004974338,0.00003590161,0.9971265,0.000008329138,0.0001006953,0.00004538372,0.00001500973,0.00004038036,0.0002537745,0.00001472322,0.00005690776,0.001804937],"study_design_scores_gemma":[0.00001293405,0.000144204,0.999071,0.000005412382,0.00004800502,0.0001833336,0.00002263297,0.0003061921,0.00007358506,0.00001649554,0.0001136297,0.000002505873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980818,0.0009699521,0.0001071851,0.00009452684,0.000008577403,0.000008574852,0.0001638277,0.000004607101,0.0005610511],"genre_scores_gemma":[0.9995008,0.0001158635,0.00005476576,0.00002300979,0.00001335023,0.000004668979,0.0001066985,0.000001215421,0.0001797127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242247,"threshold_uncertainty_score":0.004750133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147416649758946,"score_gpt":0.2754221053944489,"score_spread":0.2639479388968595,"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."}}