{"id":"W4385483720","doi":"10.54254/2753-8818/6/20230216","title":"The influence of vortices on hemodynamics in blood vessels","year":2023,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vortex; Blood flow; Particle image velocimetry; Hemodynamics; Mechanics; Computational fluid dynamics; Shear stress; Flow (mathematics); Biomedical engineering; Cardiology; Physics; Materials science; Medicine; Turbulence","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":[0.0008081256,0.0000388418,0.00008535448,0.00005570503,0.00008969381,0.00001071051,0.00007686883,0.00001764748,0.000002052508],"category_scores_gemma":[0.0006453847,0.00002093443,0.00003379555,0.000615839,0.001138704,0.00004662583,0.00004624999,0.00009662504,0.000004210661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008526059,"about_ca_system_score_gemma":0.00007470747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001001958,"about_ca_topic_score_gemma":0.000002111894,"domain_scores_codex":[0.9992614,0.00002510624,0.0001064435,0.0001259183,0.0003007759,0.0001803004],"domain_scores_gemma":[0.9995526,0.0001620041,0.00001768556,0.0001231085,0.0000424311,0.0001021661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004497938,0.00006047605,0.007350713,0.0001084363,0.00000924769,0.00002239488,0.0001101674,0.00007963947,0.02376875,0.9454646,0.0000025463,0.02257323],"study_design_scores_gemma":[0.0004541623,0.00006457864,0.9488679,0.00008639818,0.00002417647,0.00001096473,0.00003910852,0.00373906,0.001608124,0.04505361,0.00001453574,0.00003736724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981268,0.0003890469,0.00000172064,0.0008946959,0.00003980383,0.0001189256,8.305219e-7,0.00001360782,0.0004145501],"genre_scores_gemma":[0.9994414,0.0003967124,0.00001554663,0.0001147888,0.00001136947,0.000003260689,6.922899e-7,0.000001434138,0.00001473496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415172,"threshold_uncertainty_score":0.4195602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004016097693302365,"score_gpt":0.2804070269138697,"score_spread":0.2763909292205673,"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."}}