{"id":"W4229518817","doi":"10.32920/ryerson.14655744","title":"Three dimensional finite-element modeling of blood flow in elastic vessels: effects of arterial geometry and elasticity on aneurysm growth and rupture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aneurysm; Multiphysics; Blood flow; Hemodynamics; Hyperelastic material; Finite element method; Fluid–structure interaction; Shear stress; Mechanics; Medicine; Materials science; Anatomy; Cardiology; Radiology; Structural engineering; Physics; Engineering","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":[0.0003448246,0.000468949,0.0004387556,0.0005127249,0.0003192891,0.0007626892,0.0008359016,0.001458462,0.00143521],"category_scores_gemma":[0.0009100972,0.0003881388,0.0006033991,0.0003704166,0.0005789958,0.0004319618,0.0004427014,0.0003985693,0.0003110375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084186,"about_ca_system_score_gemma":0.0006404787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623703,"about_ca_topic_score_gemma":0.002244086,"domain_scores_codex":[0.9998384,0.00004843679,0.00001203743,0.00002499145,0.00005445428,0.00002171537],"domain_scores_gemma":[0.9996818,0.0001593022,0.00005499505,0.00002972288,0.00005436201,0.00001988979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003436715,0.00006396952,0.001396354,0.00004787177,0.00001609176,0.00009889933,0.0001249022,0.9772924,0.01451503,0.00184861,0.0001373988,0.004424026],"study_design_scores_gemma":[0.000003109321,0.00001496224,0.0003205615,0.000004624885,0.000004360438,0.00002804318,0.00001613265,0.9976782,0.001314207,0.0002452235,0.0003653554,0.000005279504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4016124,0.0005408369,0.584963,0.0003529194,0.0001173843,0.000133546,0.0005491842,0.0007002167,0.01103049],"genre_scores_gemma":[0.9319829,0.0004649242,0.06129414,0.0000748697,0.00001941236,0.0001768139,0.0002700874,0.00009938783,0.005617446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003623703,"threshold_uncertainty_score":0.007205188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343126995538284,"score_gpt":0.2345043943172903,"score_spread":0.2210731243619074,"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."}}