{"id":"W2104006291","doi":"10.1161/strokeaha.107.510644","title":"Geometry of the Carotid Bifurcation Predicts Its Exposure to Disturbed Flow","year":2008,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute","funders":"University of Edinburgh","keywords":"Tortuosity; Bifurcation; Flow (mathematics); Medicine; Computational fluid dynamics; Geometry; Mechanics; Mathematics; Geology; Physics; Nonlinear system","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":[0.0004500626,0.0002756197,0.0002451483,0.0005082992,0.0001166395,0.0003981897,0.0001420649,0.0004729759,0.0008522941],"category_scores_gemma":[0.004411041,0.0002278179,0.0002201464,0.000224223,0.0004260155,0.0002192917,0.0003024914,0.0001944075,0.0003084839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341221,"about_ca_system_score_gemma":0.0001859667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007978384,"about_ca_topic_score_gemma":0.0006981662,"domain_scores_codex":[0.9998322,0.00004914167,0.00001843287,0.00005225858,0.0000303109,0.00001761973],"domain_scores_gemma":[0.9983485,0.0006362674,0.0006598506,0.0001588376,0.00009942029,0.00009720265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002575239,0.00001896612,0.9831986,0.00002384401,0.00004911894,0.0001581386,0.00009412349,0.004563089,0.006286198,0.0001049181,0.00005338145,0.005192203],"study_design_scores_gemma":[0.00000503995,0.0001392274,0.9900214,0.000007571535,0.00003348277,0.0007707488,0.00005822032,0.007479169,0.001075519,0.0003126564,0.00009040115,0.00000662062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997332,0.0001023416,0.002200322,0.00001372436,0.000001787695,0.000006325503,0.00007551307,0.0000141736,0.000253834],"genre_scores_gemma":[0.9992619,0.00003820622,0.0006103482,0.000002399979,0.000002506455,0.000003439051,0.0000568248,0.000002106083,0.00002228311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008522941,"threshold_uncertainty_score":0.002851188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124979316772822,"score_gpt":0.2231212711747637,"score_spread":0.2118714780070355,"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."}}