{"id":"W2786181702","doi":"10.1115/1.4039284","title":"Nonlinear Dynamics of Dacron Aortic Prostheses Conveying Pulsatile Flow","year":2018,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Qatar Foundation","keywords":"Pulsatile flow; Harmonics; Mechanics; Blood flow; Orthotropic material; Flow (mathematics); Biomedical engineering; Materials science; Physics; Cardiology; Medicine; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005186822,0.00008372342,0.0003400625,0.0001799446,0.00002790726,0.000006549418,0.00006758593,0.00005502468,0.0001513525],"category_scores_gemma":[0.0003407134,0.0000731038,0.0003054247,0.0002234237,0.00001955328,0.00006933785,0.00003618357,0.0001798178,0.000002894687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220985,"about_ca_system_score_gemma":0.0001213533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005223503,"about_ca_topic_score_gemma":7.677935e-7,"domain_scores_codex":[0.9988749,0.00002056403,0.0004889718,0.00008409631,0.0003607341,0.0001707464],"domain_scores_gemma":[0.9992393,0.00003828952,0.0001723517,0.0001497385,0.0001838886,0.0002164309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003201708,0.001482405,0.001034398,0.004008286,0.001555559,0.000357193,0.0004013639,0.002185098,0.7918404,0.0008211323,0.0001955989,0.1929169],"study_design_scores_gemma":[0.003538307,0.001727946,0.002563878,0.0007144961,0.0005604381,0.0009157676,0.000143257,0.9260234,0.06144741,0.0001631295,0.001985298,0.0002166265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061536,0.0005678557,0.09229939,0.0002145894,0.0005077973,0.0001838679,0.00001134989,0.00001933083,0.00004219104],"genre_scores_gemma":[0.9873896,0.00004590828,0.0121088,0.00004054778,0.0003738685,0.000002255458,0.000009616205,0.00001767326,0.00001168715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9238383,"threshold_uncertainty_score":0.2981087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104551877173202,"score_gpt":0.2703743079679455,"score_spread":0.2593287891962135,"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."}}