{"id":"W2091128006","doi":"10.1007/s10237-014-0605-5","title":"Segmental differences in the orientation of smooth muscle cells in the tunica media of porcine aortae","year":2014,"lang":"en","type":"article","venue":"Biomechanics and Modeling in Mechanobiology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Willow Biosciences (Canada)","funders":"European Regional Development Fund","keywords":"Anatomy; Tunica media; Aorta; Smooth muscle; Abdominal aorta; von Mises yield criterion; Vascular smooth muscle; Elastin; Biomedical engineering; Materials science; Biology; Pathology; Medicine; Physics; Internal medicine","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":[0.0008958756,0.0001166138,0.0003232006,0.0001877285,0.00001750075,0.000002529487,0.0001450823,0.000116626,0.000006710854],"category_scores_gemma":[0.00006799675,0.00006578275,0.00003663373,0.0002378836,0.00004625163,0.00001870258,0.00004229239,0.0001151466,4.609642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002139567,"about_ca_system_score_gemma":0.00002917831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00041105,"about_ca_topic_score_gemma":0.0001912512,"domain_scores_codex":[0.9988087,0.0001998042,0.0004563354,0.0002196716,0.0001399223,0.0001755932],"domain_scores_gemma":[0.9993946,0.0001961434,0.0001284547,0.0002334426,0.00002600275,0.00002133108],"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":[0.0006000662,0.002128065,0.02138806,0.0003078235,0.00006314388,0.00006182984,0.02214642,0.0001815661,0.9058594,0.02145476,0.00001861483,0.02579029],"study_design_scores_gemma":[0.005801133,0.002633905,0.01228245,0.0003088524,0.0001399555,0.00003702974,0.01380759,0.9330856,0.01598153,0.01562064,0.00003575092,0.0002656045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956141,0.0001272828,0.00351671,0.0002238558,0.00009771655,0.0003657813,0.00001047527,0.000004675427,0.00003940233],"genre_scores_gemma":[0.9987549,0.0002663292,0.0007161557,0.0001731235,0.00001636286,0.00002773574,0.00003603405,0.000007012559,0.000002401531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.932904,"threshold_uncertainty_score":0.2682543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746172937459662,"score_gpt":0.270094783398883,"score_spread":0.2326330540242864,"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."}}