{"id":"W4395061556","doi":"10.1161/circ.126.suppl_21.a9829","title":"Abstract 9829: Subclinical Atherosclerosis in Asymptomatic Subjects Referred for Risk Stratification: A Comparison of Carotid Ultrasound, Coronary Artery Calcium Scoring and Coronary Computed Tomography Angiography","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Asymptomatic; Coronary artery calcium; Subclinical infection; Radiology; Cardiology; Coronary Calcium Score; Coronary atherosclerosis; Ultrasound; Internal medicine; Risk stratification; Coronary angiography; Angiography; Computed tomography; Coronary artery disease; Artery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545109,0.0003415333,0.0005303523,0.0007020553,0.0003606951,0.0005455301,0.0003109219,0.000705041,0.002031655],"category_scores_gemma":[0.004141643,0.0002245985,0.0002745164,0.0005384917,0.0003718949,0.0004522232,0.0004765147,0.0004262572,0.0006590626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704939,"about_ca_system_score_gemma":0.0002087539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007067039,"about_ca_topic_score_gemma":0.0009095611,"domain_scores_codex":[0.999057,0.000397232,0.00008390594,0.0001680077,0.0002293451,0.00006442932],"domain_scores_gemma":[0.9977511,0.0009027322,0.0005561007,0.0001001543,0.000251983,0.0004379291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003131067,0.0003847686,0.989731,0.00005241133,0.0001135207,0.0001965244,0.0002290539,0.00005979315,0.001568221,0.00003117164,0.0001659157,0.004336711],"study_design_scores_gemma":[0.000153802,0.00358099,0.9943415,0.00001418958,0.00008405267,0.0007297865,0.0002683439,0.000363445,0.0002145585,0.00004661646,0.0001936609,0.000008969527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99942,0.0001877377,0.00008688445,0.00002174961,0.00001033713,0.00001508307,0.00005569903,0.000003376234,0.0001990925],"genre_scores_gemma":[0.9994968,0.00005969809,0.0001197259,0.00003170708,0.00002542956,0.00001476319,0.0001521779,0.000001533135,0.00009813749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031655,"threshold_uncertainty_score":0.008171439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983968023134559,"score_gpt":0.3064545112213175,"score_spread":0.2566148309899719,"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."}}