{"id":"W2066974482","doi":"10.1115/1.4028983","title":"Rotational Acceleration, Brain Tissue Strain, and the Relationship to Concussion","year":2014,"lang":"en","type":"review","venue":"Journal of Biomechanical Engineering","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Concussion; Kinematics; Linear acceleration; Acceleration; Angular acceleration; Variety (cybernetics); Physical medicine and rehabilitation; Poison control; Injury prevention; Engineering; Medicine; Computer science; Medical emergency; Physics; Artificial intelligence; Classical mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007802147,0.001039214,0.001819347,0.003604444,0.0002902477,0.001084994,0.0008367335,0.001369879,0.002456213],"category_scores_gemma":[0.001931433,0.000347853,0.0007590038,0.002814693,0.0007351692,0.0009034408,0.0005845014,0.001079754,0.001107888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498968,"about_ca_system_score_gemma":0.001403053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360196,"about_ca_topic_score_gemma":0.003177124,"domain_scores_codex":[0.9996432,0.00006372931,0.00006023409,0.0000658694,0.0001420786,0.00002498443],"domain_scores_gemma":[0.9992114,0.0004377193,0.0001478518,0.00001289346,0.0001622178,0.00002784257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009621574,0.00009420012,0.001811981,0.03963902,0.0002894735,0.000201347,0.0001419188,0.0002831349,0.001177982,0.001658316,0.005908268,0.9486981],"study_design_scores_gemma":[0.0000686289,0.001009898,0.05110506,0.05675338,0.002088997,0.009513544,0.001212734,0.0004679635,0.002961049,0.007692644,0.8669818,0.0001443608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001834167,0.9993605,0.00004369693,0.00009792172,0.0000559947,0.000002240848,0.000006441967,0.000001758231,0.0002479541],"genre_scores_gemma":[0.001035408,0.9986317,0.00007669102,0.00003740396,0.00006779327,0.000003854941,0.000009327307,3.915533e-7,0.0001374962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003604444,"threshold_uncertainty_score":0.008216858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922955240033928,"score_gpt":0.3550925696951824,"score_spread":0.3058630172948432,"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."}}