{"id":"W4395055547","doi":"10.1007/978-3-031-55315-8_13","title":"Cerebrospinal Fluid Model Formulation Affects Global and Local Behaviour of the Spinal Cord Submitted to Transverse Traumatic Compression","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computational vision and biomechanics","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; École de Technologie Supérieure; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Mechanics; Newtonian fluid; Smoothed-particle hydrodynamics; Finite element method; von Mises yield criterion; Materials science; Physics; Structural engineering; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001544463,0.0003986378,0.0005356967,0.0003076176,0.0001122921,0.00004088648,0.0001128739,0.0004553567,0.00003083765],"category_scores_gemma":[0.0000173242,0.0002812645,0.0001670423,0.0002035438,0.00009589399,0.00005237512,0.0001509325,0.0003919346,0.000005286916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814941,"about_ca_system_score_gemma":0.0001192837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009773169,"about_ca_topic_score_gemma":0.00003917559,"domain_scores_codex":[0.9982687,0.00002087693,0.0004587508,0.000458388,0.0005950546,0.0001981817],"domain_scores_gemma":[0.9992917,0.00005903904,0.0001637188,0.0001877778,0.0001572148,0.0001405787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006881004,0.0005368334,0.00009925344,0.004018979,0.0003652122,0.00009629137,0.001179319,0.01514586,0.01706071,0.4008737,0.0003151234,0.5534278],"study_design_scores_gemma":[0.001183662,0.002943151,0.001097022,0.003577556,0.0003156874,0.0001243736,0.00001462908,0.726091,0.0009719014,0.2631916,0.0001394028,0.0003500792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1267499,0.001245699,0.867386,0.001475393,0.0004696978,0.001705525,0.0004347647,0.0000775646,0.0004554006],"genre_scores_gemma":[0.9960006,0.00003952781,0.002994243,0.0004342514,0.000052032,0.000005417599,0.0001367649,0.00003917334,0.0002980055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8692507,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514187553163972,"score_gpt":0.3134987858563025,"score_spread":0.2883569103246628,"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."}}