{"id":"W2737646001","doi":"10.1016/j.jbiomech.2017.07.013","title":"Peak linear and rotational acceleration magnitude and duration effects on maximum principal strain in the corpus callosum for sport impacts","year":2017,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Concussion; Acceleration; Magnitude (astronomy); Duration (music); Angular acceleration; Corpus callosum; Strain (injury); Traumatic brain injury; Mathematics; Physical medicine and rehabilitation; Mechanics; Poison control; Physics; Medicine; Psychology; Injury prevention; Astrophysics; Internal medicine; Neuroscience; Medical emergency; Acoustics; Classical mechanics; Psychiatry","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":[0.00151101,0.00009627299,0.0002031221,0.0001767551,0.0001508214,0.0001189644,0.0001155258,0.00008261672,0.000005252588],"category_scores_gemma":[0.000743439,0.00006309591,0.00004335635,0.00004932467,0.00003567117,0.000193989,0.0000219527,0.0002427145,0.000001017262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005962207,"about_ca_system_score_gemma":0.0001554739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005431973,"about_ca_topic_score_gemma":0.00002461068,"domain_scores_codex":[0.9989626,0.00003808723,0.0003153861,0.0001063611,0.0004237845,0.0001537219],"domain_scores_gemma":[0.9989952,0.0002243324,0.0003455201,0.0001609793,0.0001739242,0.0001000273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005444647,0.0009245497,0.008422586,0.001445261,0.0002522221,0.000541986,0.0022221,0.00000535496,0.4372993,0.006052705,0.0008143919,0.536575],"study_design_scores_gemma":[0.02405044,0.0126238,0.8402561,0.001325567,0.0002690024,0.002689679,0.000673865,0.0508124,0.0480777,0.01720292,0.001631918,0.0003865978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921852,0.00005949049,0.001664028,0.005207343,0.0001310293,0.0006903998,0.00001551053,0.000003202749,0.00004378313],"genre_scores_gemma":[0.995721,0.00006840711,0.003604046,0.0002300094,0.000306745,0.00001206518,0.00001305937,0.00001139822,0.00003325213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8318335,"threshold_uncertainty_score":0.2572977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018487698413978,"score_gpt":0.3739891514777295,"score_spread":0.3038042744935897,"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."}}