{"id":"W2071007487","doi":"10.1007/s10439-013-0928-x","title":"A Microstructurally Motivated Model of Arterial Wall Mechanics with Mechanobiological Implications","year":2013,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Mechanics; Arterial wall; Materials science; Physics; Medicine; Cardiology","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":[0.00007312153,0.0001592272,0.0002817993,0.0001044331,0.00001606689,0.00001132954,0.000173111,0.0001490939,0.00004728888],"category_scores_gemma":[0.0000416932,0.0001261097,0.00005205228,0.0001610909,0.00003198913,0.0001014132,0.00003787388,0.0001070197,0.000003752315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007979909,"about_ca_system_score_gemma":0.000015431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386213,"about_ca_topic_score_gemma":4.719303e-7,"domain_scores_codex":[0.9991075,0.000006065009,0.0003613625,0.00013278,0.0001211931,0.0002710593],"domain_scores_gemma":[0.9995213,0.00004030826,0.0000453558,0.0001530613,0.0001141491,0.0001257958],"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":[0.000009002842,0.00001643551,9.325657e-7,0.0001011457,0.00004179578,2.581618e-7,0.00004341491,0.1722809,0.8244293,0.00278337,0.00004851619,0.000244994],"study_design_scores_gemma":[0.0002047983,0.00009932711,0.000077364,0.0000765926,0.0000112759,0.000004749235,0.000006295961,0.8179272,0.1796622,0.00176171,0.00002371058,0.0001447151],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612363,0.00002077291,0.3870874,0.0001550025,0.00008078293,0.0001167927,0.00003730216,0.0001255838,0.00001339925],"genre_scores_gemma":[0.986472,0.0000385028,0.01334332,0.0000309501,0.00003648616,0.00002352532,0.00002902028,0.0000241813,0.000002030003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456464,"threshold_uncertainty_score":0.5142604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334715691493337,"score_gpt":0.2113698091558498,"score_spread":0.1880226522409164,"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."}}