{"id":"W2056146185","doi":"10.1097/ta.0b013e3181de3f4b","title":"Investigation of Head Response to Blast Loading","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Explosive material; Head (geology); Blast wave; Kinematics; Blast injury; Structural engineering; Mechanics; Impulse (physics); Range (aeronautics); Acceleration; Materials science; Poison control; Physics; Geology; Engineering; Shock wave; Chemistry; Medicine; Classical mechanics; Composite material","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":[0.0009211215,0.0001069492,0.0002426483,0.0002203718,0.0001732893,0.00002050447,0.0000648825,0.00009812891,0.0000928646],"category_scores_gemma":[0.0007285695,0.00007333938,0.00009112069,0.000183612,0.0002485664,0.0001185038,0.00002327488,0.0004598113,0.000005152357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003922296,"about_ca_system_score_gemma":0.00009520437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003313621,"about_ca_topic_score_gemma":0.00006463351,"domain_scores_codex":[0.9989812,0.0001399305,0.0003913418,0.00008621162,0.0002575841,0.0001437208],"domain_scores_gemma":[0.9984484,0.000250599,0.00009983624,0.0001460933,0.0008318907,0.0002231787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006259581,0.0001262315,0.0276127,0.0004407294,0.00008980933,0.0000149856,0.01276795,0.000001227271,0.9358288,0.005763287,0.00228999,0.008804698],"study_design_scores_gemma":[0.001900847,0.01484515,0.5318017,0.0005953436,0.0008635022,0.001328764,0.004366373,0.00002773319,0.429799,0.007620038,0.006545796,0.0003057343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965526,0.0001031325,0.0006907828,0.001855852,0.0004669038,0.0001168251,0.00001247695,0.00001255711,0.0001888409],"genre_scores_gemma":[0.9989379,0.00002227952,0.0002381776,0.0003950117,0.0003602834,0.000001109651,0.000001116577,0.00001272592,0.00003141832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060298,"threshold_uncertainty_score":0.2990693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812439459619078,"score_gpt":0.3327664719224385,"score_spread":0.3046420773262477,"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."}}