{"id":"W4380677173","doi":"10.1161/circ.146.suppl_1.10484","title":"Abstract 10484: Carotid Plaque Score Adds Discriminatory Benefit to the Stress Echo for Major Adverse Cardiovascular Events in Low-Intermediate Risk Cardiac Patients","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Mace; Medicine; Internal medicine; Hazard ratio; Cardiology; Myocardial infarction; Rotterdam Study; Proportional hazards model; Population; 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":[0.001322918,0.0004188592,0.000464609,0.0005543153,0.0002169665,0.0007480411,0.0002551913,0.0005707782,0.003708306],"category_scores_gemma":[0.005029077,0.0001603607,0.0004721388,0.0004404992,0.0002154895,0.0003907906,0.0003400556,0.0006232193,0.0006859991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369521,"about_ca_system_score_gemma":0.000227798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005118691,"about_ca_topic_score_gemma":0.0008871974,"domain_scores_codex":[0.9996496,0.0001302387,0.0000359986,0.00006973276,0.0000708067,0.00004361884],"domain_scores_gemma":[0.9974094,0.001095942,0.0006333265,0.0001477095,0.000266059,0.0004475126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017787,0.00004994305,0.9936143,0.00001851495,0.00009046717,0.00003404034,0.00002350689,0.00008477808,0.0004566198,0.00001927203,0.0001882896,0.004402644],"study_design_scores_gemma":[0.00005397248,0.0005438765,0.997803,0.00001170526,0.0001038579,0.0001808856,0.00003277942,0.0008229582,0.0001639987,0.0001068726,0.0001696349,0.000006335773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982623,0.0003385796,0.0001841017,0.0001358635,0.00001787135,0.00001049802,0.0002497318,0.0000101551,0.0007908344],"genre_scores_gemma":[0.9991831,0.00005776516,0.0002175963,0.00003258687,0.00004350918,0.000005067368,0.0002806139,0.000002745706,0.0001770544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003708306,"threshold_uncertainty_score":0.01240551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00926572558312686,"score_gpt":0.2224820642918663,"score_spread":0.2132163387087395,"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."}}