{"id":"W4412038766","doi":"10.1161/circimaging.125.018059","title":"Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality","year":2025,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University; McMaster University; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Mace; Internal medicine; Myocardial infarction; Cardiology; Hazard ratio; Diabetes mellitus; Retrospective cohort study; Confidence interval; Percutaneous coronary intervention","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":[0.002307984,0.0006131133,0.000521872,0.001021007,0.0002125345,0.0006648153,0.0005018526,0.0005655956,0.0009437703],"category_scores_gemma":[0.005846892,0.0002050454,0.0004192758,0.0005842789,0.0003074302,0.0004443575,0.0005947066,0.0007693266,0.0001950144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311709,"about_ca_system_score_gemma":0.0003708993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018745,"about_ca_topic_score_gemma":0.001133119,"domain_scores_codex":[0.9993898,0.0002203286,0.00005242325,0.0001579113,0.0001289747,0.00005053939],"domain_scores_gemma":[0.9969612,0.0009901223,0.000970034,0.0002519514,0.0004092567,0.0004173784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004913562,0.00006198183,0.9946414,0.00001008554,0.0001059749,0.00001999492,0.00001728332,0.0004020437,0.0004459305,0.00003204111,0.0001007877,0.003671061],"study_design_scores_gemma":[0.0001054934,0.0006476794,0.9816004,0.00001404308,0.0001966501,0.0003305653,0.00004754619,0.01569269,0.0006947659,0.0003554219,0.0002969577,0.00001778244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980021,0.0003399052,0.001029673,0.00006861529,0.00001293995,0.0000145812,0.0001773906,0.00001770336,0.0003370066],"genre_scores_gemma":[0.9987802,0.00005165528,0.0008511019,0.00001371636,0.0000191641,0.000008039589,0.0001897686,0.000002230688,0.00008421791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002307984,"threshold_uncertainty_score":0.0122059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463425356302554,"score_gpt":0.2524512610218847,"score_spread":0.2378170074588591,"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."}}