{"id":"W3104252006","doi":"10.22215/etd/2020-14173","title":"A Study of the Impact Response of Discrete Regions of the Human Cadaver Brain","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Displacement (psychology); Cadaveric spasm; Corpus callosum; Head (geology); Brain trauma; Human head; Computer science; Finite element method; Engineering; Structural engineering; Traumatic brain injury; Neuroscience; Geology; Medicine; Psychology; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721356,0.0002375836,0.0001303766,0.0004031918,0.000300195,0.000183414,0.000234367,0.0004795262,0.001698051],"category_scores_gemma":[0.0003492,0.0001882357,0.0001348236,0.0002913898,0.0003980212,0.0002273135,0.0002852091,0.0002036004,0.0003928141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754138,"about_ca_system_score_gemma":0.0002835574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162362,"about_ca_topic_score_gemma":0.004502302,"domain_scores_codex":[0.9999336,0.000008563098,0.000003408069,0.00001907522,0.00002706888,0.000008293569],"domain_scores_gemma":[0.9998531,0.00004230185,0.00001899622,0.00003584559,0.00003697329,0.00001277463],"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":[0.0001567231,0.00009517577,0.0131018,0.0002311042,0.00003559617,0.0008152947,0.0007850362,0.004248132,0.9334667,0.0004276981,0.0004014007,0.0462354],"study_design_scores_gemma":[0.00002600855,0.00456086,0.5642204,0.0001456086,0.0001485804,0.01138963,0.003325891,0.01398725,0.3840359,0.0008127628,0.01727002,0.00007719571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829943,0.0009151745,0.01327049,0.00006460561,0.00001607206,0.00005681066,0.0002703243,0.00003613803,0.002376054],"genre_scores_gemma":[0.9821795,0.001461948,0.01307745,0.00005897649,0.000008913856,0.00004118385,0.0003471069,0.00001013003,0.002814852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698051,"threshold_uncertainty_score":0.005680561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559303302831836,"score_gpt":0.3654793092877845,"score_spread":0.3298862762594662,"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."}}