{"id":"W2157285184","doi":"10.4236/jbise.2010.32018","title":"Effect of deformation rate on the mechanical properties of arteries","year":2010,"lang":"en","type":"article","venue":"Journal of Biomedical Science and Engineering","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of British Columbia Hospital","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Hyperelastic material; Materials science; Deformation (meteorology); Stiffness; Isotropy; Strain rate; Aorta; Composite material; Restenosis; Stress (linguistics); Constitutive equation; Finite element method; Structural engineering; Physics; Surgery; Medicine; Stent; Optics","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":[0.001404818,0.00004940224,0.0001180071,0.00009187264,0.00002799116,0.00001635977,0.0001159246,0.00003202427,0.000003814463],"category_scores_gemma":[0.0004301051,0.00002506115,0.00002015869,0.0001413092,0.0001504759,0.0001650714,0.00001725256,0.0001404675,3.277759e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007799884,"about_ca_system_score_gemma":0.0000164883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001312053,"about_ca_topic_score_gemma":2.168829e-7,"domain_scores_codex":[0.9994157,0.00000726504,0.0002139462,0.00002883558,0.0002420937,0.00009213552],"domain_scores_gemma":[0.999733,0.00007207182,0.00004269239,0.00004264565,0.00005230939,0.00005728703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000013823,0.000003586679,0.000001160853,0.0001072727,0.000003919979,3.969498e-7,0.0001344247,0.002265789,0.9946923,0.0003046859,0.000003415313,0.002469185],"study_design_scores_gemma":[0.0001038935,0.0002808305,0.0001137624,0.0001722654,0.000007486658,0.00001770965,0.00001986128,0.1329235,0.8662274,0.0000240928,0.00007684092,0.00003230891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951303,0.0000189177,0.004218118,0.00007402543,0.0005105245,0.00002891899,4.746169e-7,0.000007602358,0.00001112735],"genre_scores_gemma":[0.9997067,0.00001952032,0.0002063068,0.000004964694,0.00005882353,6.904625e-7,3.750584e-8,0.00000274394,2.277827e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306578,"threshold_uncertainty_score":0.1021964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005909644711624613,"score_gpt":0.1856395650828904,"score_spread":0.1797299203712658,"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."}}