{"id":"W4404364011","doi":"10.1161/circ.150.suppl_1.4139017","title":"Abstract 4139017: Carotid Plaque Score by Ultrasound and its Prediction of Carotid Plaque Burden by MRI and Cardiovascular Events","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Ultrasound; Cardiology; Internal medicine; Carotid arteries; Vulnerable plaque; Radiology","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":[0.001191606,0.000457718,0.0005197676,0.0009109149,0.000227832,0.0006201116,0.0004812197,0.0005314864,0.006152578],"category_scores_gemma":[0.003709356,0.0001851473,0.0003649561,0.001127498,0.0001906317,0.0003913999,0.0003958622,0.0005866689,0.001145698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924171,"about_ca_system_score_gemma":0.0004833763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844742,"about_ca_topic_score_gemma":0.001756341,"domain_scores_codex":[0.9994478,0.0002146516,0.00004672644,0.00009664444,0.0001455338,0.00004866312],"domain_scores_gemma":[0.998403,0.0005634121,0.0004549092,0.00007811304,0.0002520255,0.0002485353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002205817,0.0001437787,0.9883669,0.00006417352,0.0002378825,0.00005903665,0.00004079961,0.0001518435,0.0009862514,0.00004301431,0.001234099,0.00646645],"study_design_scores_gemma":[0.0001109519,0.0004891969,0.9971052,0.00002777167,0.0001475057,0.0002044031,0.0000386232,0.0009403394,0.0001893187,0.0000916629,0.0006482031,0.000006856941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937203,0.0007902363,0.0004769615,0.0002568501,0.0000626579,0.00003581448,0.003064789,0.00003158772,0.001560795],"genre_scores_gemma":[0.9926274,0.000301456,0.001274105,0.00006110479,0.0001946445,0.00009692799,0.003635873,0.00001485831,0.001793513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006152578,"threshold_uncertainty_score":0.02058238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412659608378604,"score_gpt":0.2485059106121876,"score_spread":0.2343793145284016,"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."}}