{"id":"W1976158741","doi":"10.1007/s10439-005-1732-z","title":"Human Saphenous Vein Coronary Artery Bypass Graft Morphology, Geometry and Hemodynamics","year":2005,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; McGill University","funders":"","keywords":"Pulsatile flow; Shear stress; Intimal hyperplasia; Anastomosis; Hemodynamics; Artery; Fibrous joint; Anatomy; Materials science; Vein; Medicine; Cuff; Cardiology; Geometry; Internal medicine; Surgery; Composite material; Mathematics","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":[0.0001506576,0.0000844098,0.0002050894,0.0003308005,0.000178901,0.000336917,0.00007695485,0.0001479954,0.004300354],"category_scores_gemma":[0.0003624297,0.0001363987,0.0001034305,0.0002589488,0.0002923891,0.0001535454,0.00008369549,0.0001801762,0.0006411292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125132,"about_ca_system_score_gemma":0.0001389902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009946798,"about_ca_topic_score_gemma":0.0009121791,"domain_scores_codex":[0.9999422,0.00001526167,0.000002549079,0.00001439548,0.00001484907,0.00001075433],"domain_scores_gemma":[0.9998578,0.00004805566,0.0000135956,0.00002861991,0.00002196354,0.00002996379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007692966,0.001154214,0.1690387,0.0002280473,0.0001508794,0.003885657,0.001618134,0.005224262,0.6990529,0.004504661,0.003435801,0.1040137],"study_design_scores_gemma":[0.0001222972,0.002996391,0.9165654,0.00002244296,0.00009808021,0.01310982,0.0008984662,0.00744195,0.04929752,0.001584762,0.007816155,0.00004677318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997713,0.000198512,0.0006405461,0.00001568318,0.00001110831,0.000006484242,0.0001655277,0.000009806203,0.001239455],"genre_scores_gemma":[0.9984439,0.0001601875,0.0001954735,0.00001128204,0.000004690717,0.000004846133,0.0001784278,0.000006218577,0.0009950104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004300354,"threshold_uncertainty_score":0.01438612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535339415882907,"score_gpt":0.2735713300201079,"score_spread":0.2582179358612788,"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."}}