{"id":"W1994268840","doi":"10.1115/sbc2008-191770","title":"Influence of Inlet Secondary Curvature on Image-Based CFD Models of the Carotid Bifurcation","year":2008,"lang":"en","type":"article","venue":"ASME 2008 Summer Bioengineering Conference, Parts A and B","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bifurcation; Inlet; Mechanics; Computational fluid dynamics; Curvature; Work (physics); Flow (mathematics); Common carotid artery; Carotid bifurcation; Image (mathematics); Process (computing); Carotid arteries; Physics; Computer science; Mathematics; Engineering; Geometry; Mechanical engineering; Thermodynamics; Computer vision; Cardiology; Nonlinear system; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001089815,0.0001344944,0.0002764022,0.0001057787,0.00005348807,0.000004547594,0.00006171795,0.00008100446,0.0000140364],"category_scores_gemma":[0.00004159883,0.0001001462,0.0001483068,0.0001828594,0.0001298274,0.00008286889,0.00002022365,0.00016368,0.000001605149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470193,"about_ca_system_score_gemma":0.0002931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007681553,"about_ca_topic_score_gemma":0.000005801883,"domain_scores_codex":[0.9991292,0.00003360985,0.0002525419,0.0001748003,0.0002476437,0.0001621418],"domain_scores_gemma":[0.9992821,0.00002462985,0.00006667996,0.0003189785,0.0001887997,0.0001188133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002611185,0.00204359,0.5118209,0.01384863,0.001798689,0.0001266594,0.005366612,0.16346,0.2661046,0.009741576,0.005898757,0.01717881],"study_design_scores_gemma":[0.002704257,0.0001729865,0.9462561,0.0008579466,0.0002294448,0.00004462948,0.000040575,0.01443963,0.03342573,0.00008086771,0.001495338,0.000252507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964763,0.0008314961,0.001606964,0.0002317391,0.00007202704,0.0003625092,0.00003876515,0.00002366352,0.0003565466],"genre_scores_gemma":[0.9992488,0.0001986854,0.0002783336,0.0001445887,0.0000295405,0.00001963853,0.00003147505,0.00001110862,0.00003781443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344352,"threshold_uncertainty_score":0.4083844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146205315533287,"score_gpt":0.2442296795455571,"score_spread":0.2227676263902242,"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."}}