{"id":"W1993452667","doi":"10.1007/s11065-014-9271-8","title":"Blast-Related Mild Traumatic Brain Injury: A Bayesian Random-Effects Meta-Analysis on the Cognitive Outcomes of Concussion among Military Personnel","year":2014,"lang":"en","type":"review","venue":"Neuropsychology Review","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cognition; Psychology; Traumatic brain injury; Concussion; Meta-analysis; Executive functions; Effects of sleep deprivation on cognitive performance; Neuropsychology; Clinical psychology; Poison control; Neurocognitive; Psychiatry; Injury prevention; Medicine; Medical emergency","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":[0.0129875,0.003627382,0.01812999,0.003715093,0.0006041094,0.002181114,0.002618119,0.00249382,0.004583131],"category_scores_gemma":[0.03338434,0.001920604,0.0402453,0.003433413,0.0006026553,0.001910477,0.001612085,0.00328406,0.0003846583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196217,"about_ca_system_score_gemma":0.003417338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069958,"about_ca_topic_score_gemma":0.02015192,"domain_scores_codex":[0.9928175,0.004061324,0.001506829,0.0009017735,0.0004974845,0.0002151372],"domain_scores_gemma":[0.9884665,0.009353525,0.001020558,0.0005235713,0.0004853515,0.0001504761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003173641,0.0000501994,0.001818978,0.1293471,0.8486381,0.0001001315,0.00005416546,0.0008627949,0.0002389883,0.0001554717,0.0005620774,0.01499829],"study_design_scores_gemma":[0.001099149,0.0001863389,0.00183761,0.0058347,0.9892979,0.00006130943,0.00002103409,0.0002710106,0.00005499254,0.0002866113,0.001028253,0.00002116719],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00650177,0.9895489,0.002416941,0.000211116,0.0002138626,0.0002913776,0.0005377969,0.00006143357,0.0002168372],"genre_scores_gemma":[0.257748,0.7281598,0.009215121,0.001352256,0.0003120305,0.0009407387,0.001512385,0.00007857306,0.0006809059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01812999,"threshold_uncertainty_score":0.06868523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871371881191428,"score_gpt":0.4483484657840194,"score_spread":0.2612112776648766,"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."}}