{"id":"W3037041114","doi":"10.1007/s11065-020-09442-8","title":"The Use of Electroencephalography as an Informative Tool in Assisting Early Clinical Management after Sport-Related Concussion: a Systematic Review","year":2020,"lang":"en","type":"review","venue":"Neuropsychology Review","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université du Québec à Trois-Rivières; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"PsycINFO; Concussion; Electroencephalography; CINAHL; MEDLINE; Psychology; Neuropsychology; Clinical psychology; Systematic review; Physical medicine and rehabilitation; Medicine; Cognition; Poison control; Injury prevention; Psychiatry; Psychological intervention; Medical emergency","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005008753,0.0007763683,0.008910457,0.0003306897,0.0000775516,0.00004590016,0.000991452,0.0003986817,0.0001631479],"category_scores_gemma":[0.00337655,0.0004262354,0.0017122,0.002758351,0.0005415977,0.0002194682,0.0002423472,0.002772778,0.0004590279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000738606,"about_ca_system_score_gemma":0.0002849507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002507518,"about_ca_topic_score_gemma":0.000001023638,"domain_scores_codex":[0.9851503,0.004854867,0.007462603,0.0009771883,0.0008517727,0.0007032197],"domain_scores_gemma":[0.9925473,0.001662831,0.002842719,0.002409964,0.0002549735,0.0002822432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005181235,0.0001114998,0.00008202584,0.6615787,0.0005235485,0.0007956722,0.00001857905,1.561812e-9,3.701341e-9,0.0001651939,0.001044689,0.3356283],"study_design_scores_gemma":[0.0003143292,0.000701501,0.0008569973,0.5825368,0.004481887,0.0009213809,0.000002907917,8.295407e-7,1.635441e-9,0.00000889591,0.4099864,0.0001879873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004424678,0.9804019,0.000002868713,0.0009155919,0.0002404726,0.01740822,0.00001463583,0.00006911035,0.0009029215],"genre_scores_gemma":[0.00001161125,0.9890957,0.0002366308,0.007571616,0.00003911083,0.002660045,0.00006901837,0.00009587602,0.0002204108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4089418,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648364880187718,"score_gpt":0.4668214577186198,"score_spread":0.301984969699848,"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."}}