{"id":"W2074477231","doi":"10.1016/j.jbiomech.2013.12.026","title":"The influence of acceleration loading curve characteristics on traumatic brain injury","year":2014,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Acceleration; Traumatic brain injury; Angular acceleration; Medicine; Kinematics; Physics; Classical mechanics","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":[0.001566913,0.0001536953,0.0004123875,0.0002860593,0.0001461698,0.0000436179,0.0002259433,0.0001265804,0.00002358776],"category_scores_gemma":[0.001187718,0.000100712,0.0001654834,0.0002698945,0.00005220453,0.0001415522,0.00003423405,0.0003543838,0.00001699142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009346387,"about_ca_system_score_gemma":0.0001277602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001613172,"about_ca_topic_score_gemma":0.000001354894,"domain_scores_codex":[0.9981855,0.000108982,0.0008595604,0.0001131722,0.0005334736,0.0001992781],"domain_scores_gemma":[0.9975256,0.000454125,0.001106494,0.0002722731,0.0005277192,0.000113833],"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":[0.0009215136,0.0003850675,0.00008300969,0.0002773064,0.0002261842,0.00001638762,0.0009262906,0.000003996638,0.7556121,0.0208297,0.002177514,0.2185409],"study_design_scores_gemma":[0.006283682,0.03706722,0.01618396,0.004886998,0.0009500239,0.0007063007,0.001143589,0.04256061,0.7922333,0.03816047,0.05872803,0.001095794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921398,0.00004117058,0.005926969,0.00120318,0.0004124349,0.0001656152,0.00001130206,0.00001209125,0.00008745224],"genre_scores_gemma":[0.9981954,0.0001813536,0.0003492563,0.0008353614,0.0002739034,0.000001558292,0.000003886564,0.00002132924,0.000138014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174451,"threshold_uncertainty_score":0.4106915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272016973115862,"score_gpt":0.3036466993936131,"score_spread":0.2764450020820268,"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."}}