{"id":"W2165114681","doi":"10.1136/jnnp.2006.110395","title":"A validation of the post concussion symptom scale in the assessment of complex concussion using cognitive testing and functional MRI","year":2007,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Cognition; Traumatic brain injury; Audiology; Effects of sleep deprivation on cognitive performance; Psychology; Working memory; Cognitive test; Physical medicine and rehabilitation; Medicine; Poison control; Neuroscience; Psychiatry; Injury prevention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002479753,0.0001384803,0.0004313999,0.0003582517,0.0001144584,0.00001158021,0.0001287296,0.0001093452,0.00002662208],"category_scores_gemma":[0.0008665545,0.00007737038,0.0001473292,0.0005458564,0.0003961414,0.000102458,0.00006457632,0.0008649937,2.14571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765159,"about_ca_system_score_gemma":0.0004410611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034123,"about_ca_topic_score_gemma":0.00000351581,"domain_scores_codex":[0.9970703,0.0007346843,0.001079333,0.0001801231,0.0007019085,0.0002336226],"domain_scores_gemma":[0.99509,0.003144417,0.001046884,0.0001868595,0.0004520631,0.00007976878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127192,0.0003265787,0.8729127,0.00008027702,0.00002712338,0.00002569433,0.00009795106,0.00006112506,0.1243842,0.00002865931,0.0002232188,0.0007052735],"study_design_scores_gemma":[0.00168114,0.001159246,0.9911239,0.0003356438,0.00009890208,0.003247087,0.0002227739,0.0008328895,0.001102259,0.0001186857,0.00002471162,0.0000527649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897821,0.00004777646,0.000297212,0.008339153,0.0009301437,0.0004048271,0.000008462813,0.000004158306,0.0001861895],"genre_scores_gemma":[0.9966372,0.000009766131,0.0007449302,0.002401081,0.000183665,0.000001627894,0.000002104857,0.00001622119,0.000003458004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123282,"threshold_uncertainty_score":0.3758015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08077125979822668,"score_gpt":0.3665862401833995,"score_spread":0.2858149803851728,"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."}}