{"id":"W4400194469","doi":"10.1016/j.jbiomech.2024.112214","title":"Turbulent blood flow in a cerebral artery with an aneurysm","year":2024,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Department of Mechanical Engineering, University of Alberta; University of Saskatchewan","keywords":"Turbulence; Laminar flow; Computational fluid dynamics; Mechanics; Pulsatile flow; Reynolds number; Population; Physics; Medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002177137,0.0001768643,0.0002480567,0.0004476688,0.0002215712,0.0005084954,0.0001520423,0.0002105427,0.0003797137],"category_scores_gemma":[0.0007427825,0.0001224539,0.0002154108,0.0003799615,0.0003687928,0.0001674077,0.0002360352,0.0001387902,0.00005721721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365425,"about_ca_system_score_gemma":0.0003528937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428453,"about_ca_topic_score_gemma":0.001538721,"domain_scores_codex":[0.9999324,0.00002303123,0.000005300018,0.00001124841,0.00001694061,0.0000111889],"domain_scores_gemma":[0.9998429,0.00008076235,0.0000320176,0.00001091688,0.00001984544,0.00001341048],"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":[0.002546565,0.0005364714,0.1844402,0.000345329,0.0002553044,0.007450732,0.001045897,0.5588844,0.1598181,0.009436337,0.001193356,0.07404737],"study_design_scores_gemma":[0.00006342558,0.0008573568,0.106544,0.00004133547,0.0001040707,0.001433463,0.0003019943,0.8689962,0.01821078,0.002245729,0.001134834,0.00006684029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920769,0.0001897746,0.007031172,0.00003845054,0.00001808105,0.00001283939,0.00004330674,0.0000485541,0.0005408865],"genre_scores_gemma":[0.9968787,0.0001398243,0.002752334,0.00001109535,0.000005517351,0.00001133348,0.00004542635,0.000005045566,0.0001506436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428453,"threshold_uncertainty_score":0.004828691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383548361159987,"score_gpt":0.2507045610974377,"score_spread":0.2368690774858379,"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."}}