{"id":"W2136624074","doi":"10.1016/j.jmir.2014.04.005","title":"Advanced Ultrasound Evaluation of Vulnerable Carotid Artery Plaque: Can a Combined Two-dimensional and Three-dimensional Plaque Imaging Analysis Identify Significant Plaque Characteristics Responsible for Strokes? A Case Series Study","year":2014,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Fibrous cap; Atheroma; Radiology; Vulnerable plaque; Carotid endarterectomy; Calcification; Internal carotid artery; Ultrasound; Endarterectomy; Stroke (engine); Pathology; Stenosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038154,0.002172237,0.001415242,0.003645706,0.001623407,0.001635931,0.001339748,0.006874695,0.002385801],"category_scores_gemma":[0.007146259,0.001393211,0.002109285,0.001387013,0.002739623,0.003305268,0.001323426,0.002388113,0.001175936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915496,"about_ca_system_score_gemma":0.0008024671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196071,"about_ca_topic_score_gemma":0.001195256,"domain_scores_codex":[0.9989556,0.0001707214,0.0001790563,0.0001963625,0.0001933324,0.0003049567],"domain_scores_gemma":[0.9976215,0.001125315,0.0003177808,0.0002789588,0.0002427849,0.0004137183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001507566,0.0002858736,0.05356736,0.00004615974,0.00003415465,0.9396558,0.0004893403,0.0001024248,0.002610017,0.0001262767,0.000145512,0.002786326],"study_design_scores_gemma":[0.00002325589,0.0003404363,0.01573434,0.00002617165,0.00007432458,0.9812934,0.0004219805,0.0005593008,0.001015974,0.0002301453,0.0002457564,0.00003482467],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885336,0.001961987,0.003496354,0.0009631549,0.0001500491,0.0001697639,0.00006299677,0.00003918626,0.004622998],"genre_scores_gemma":[0.9957111,0.001203778,0.001554294,0.0003888441,0.0006197433,0.00002885836,0.00005262041,0.00002281074,0.0004179126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006874695,"threshold_uncertainty_score":0.0079813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739098082435041,"score_gpt":0.3297998147632007,"score_spread":0.3124088339388503,"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."}}