{"id":"W2068348205","doi":"10.1016/j.carj.2013.05.003","title":"Vulnerable Atherosclerotic Carotid Plaque Evaluation by Ultrasound, Computed Tomography Angiography, and Magnetic Resonance Imaging: An Overview","year":2013,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Magnetic resonance imaging; Asymptomatic; Radiology; Carotid endarterectomy; Ultrasound; Stenosis; Computed tomography angiography; Magnetic resonance angiography; Vulnerable plaque; Elastography; Computed tomography; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001664433,0.0004276926,0.001496894,0.0007141345,0.0002793655,0.0001669395,0.0002313646,0.000337781,0.0005448478],"category_scores_gemma":[0.0003872323,0.0003777207,0.001069497,0.0005669044,0.0001441833,0.0002094899,0.00001274606,0.0006787988,0.00001466477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186389,"about_ca_system_score_gemma":0.001359434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003217548,"about_ca_topic_score_gemma":0.002011751,"domain_scores_codex":[0.9962025,0.001420916,0.0008100549,0.0004357731,0.000585474,0.0005452534],"domain_scores_gemma":[0.9970132,0.0002583922,0.0008473264,0.0003707937,0.0005803406,0.0009300183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004712082,0.0001240947,0.3502563,0.002136545,0.0007671111,0.000007775693,0.0001027966,0.000003979282,0.000005347116,0.00003838987,0.08232217,0.5642307],"study_design_scores_gemma":[0.00192146,0.0003653296,0.2010241,0.005517131,0.004711835,0.001478602,0.00008916951,0.00006117096,9.116079e-7,0.00009806209,0.7840514,0.0006808154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005454199,0.9969419,0.000009678113,0.00009858984,0.0002835879,0.001400213,0.0003977203,0.00002103721,0.0003018896],"genre_scores_gemma":[0.003153866,0.9950957,0.0001493305,0.0002302147,0.0002513675,0.00008558828,0.0008194927,0.00005314016,0.0001613459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7017292,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103437751691992,"score_gpt":0.2936614553830145,"score_spread":0.2626270778660946,"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."}}