{"id":"W4412494496","doi":"10.1016/j.jcct.2025.05.130","title":"Association Of Statin Therapy With Progression Of Coronary Artery Calcium Composition And Density On Noncontrast Computed Tomography","year":2025,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Coronary artery calcium; Radiology; Computed tomography; Coronary artery disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005229361,0.0003151363,0.0005702013,0.000598751,0.0004588808,0.0005859081,0.0003470971,0.0008315024,0.002610425],"category_scores_gemma":[0.002627145,0.0002608081,0.0007451164,0.0008551771,0.0003198253,0.0005416413,0.0003044632,0.001174276,0.0003051918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083395,"about_ca_system_score_gemma":0.0005373652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111153,"about_ca_topic_score_gemma":0.004518042,"domain_scores_codex":[0.9995591,0.00009862108,0.00006692244,0.00008501401,0.00008535985,0.000104926],"domain_scores_gemma":[0.9978716,0.0006477573,0.0006502811,0.0002007292,0.0002302085,0.0003993264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187183,0.0001192652,0.9963749,0.00001034347,0.0001724249,0.0002227817,0.00003410423,0.00004061151,0.0005166738,0.00002574136,0.0000576762,0.001238199],"study_design_scores_gemma":[0.00001213714,0.0001869655,0.9987238,0.000003463596,0.0001021028,0.0003706966,0.00005262441,0.000314121,0.00008638147,0.00003482271,0.0001076175,0.00000520785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997443,0.0006051132,0.00015729,0.0001063616,0.00002193236,0.00001021247,0.000223903,0.00001196579,0.001420308],"genre_scores_gemma":[0.9991097,0.0001171728,0.00006817533,0.00003406295,0.0000340447,0.000005486237,0.0001548771,0.000002355386,0.0004739849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004111153,"threshold_uncertainty_score":0.008732736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004663422190411658,"score_gpt":0.2099162774946741,"score_spread":0.2052528553042625,"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."}}