{"id":"W2140757868","doi":"10.1016/j.smrv.2013.02.001","title":"Self-report instruments for assessing sleep dysfunction in an adult traumatic brain injury population: A systematic review","year":2013,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Toronto Rehabilitation Institute; University of Toronto","funders":"Mitacs; University of Toronto; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Epworth Sleepiness Scale; PsycINFO; Traumatic brain injury; Polysomnography; Medicine; CINAHL; Population; Sleep (system call); Physical therapy; Concussion; MEDLINE; Pittsburgh Sleep Quality Index; Clinical psychology; Psychiatry; Physical medicine and rehabilitation; Poison control; Injury prevention; Insomnia; Medical emergency; Psychological intervention","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01215049,0.001634909,0.01629553,0.001406103,0.0001943523,0.000117007,0.0008306723,0.0007647298,0.0005461841],"category_scores_gemma":[0.01479178,0.001043416,0.001449141,0.002338901,0.000144277,0.0008222555,0.0001220328,0.001554888,0.0003967262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594272,"about_ca_system_score_gemma":0.000456665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146131,"about_ca_topic_score_gemma":0.00004790234,"domain_scores_codex":[0.9820321,0.003397473,0.009875359,0.001669029,0.001880619,0.001145417],"domain_scores_gemma":[0.9893053,0.00122697,0.004672924,0.003249854,0.0007211451,0.0008238131],"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":[0.00000583177,0.0001892402,0.00003107669,0.5591772,0.0002799419,0.00003067159,0.00008650834,1.198504e-8,1.855345e-7,0.00003121019,0.002541184,0.437627],"study_design_scores_gemma":[0.00131422,0.0006290161,0.000030286,0.7688904,0.01154481,0.001390884,0.00009458729,0.0002210173,5.582256e-8,0.00003511484,0.2152095,0.0006401547],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003896431,0.9377407,0.0003775147,0.00118056,0.0008746026,0.05909714,0.0000188913,0.0002260095,0.0004456277],"genre_scores_gemma":[0.00000811155,0.9676442,0.005019819,0.001801798,0.0009103719,0.02104439,0.002790914,0.0002987798,0.0004816112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4369868,"threshold_uncertainty_score":0.9996398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740077295318261,"score_gpt":0.4615340772367528,"score_spread":0.2875263477049267,"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."}}