{"id":"W1971808577","doi":"10.1186/s12883-015-0259-7","title":"Defining pediatric traumatic brain injury using International Classification of Diseases Version 10 Codes: A systematic review","year":2015,"lang":"en","type":"review","venue":"BMC Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Pediatric Oncology Group of Ontario; Toronto Rehabilitation Institute; Ontario Neurotrauma Foundation; Fondation Brain Canada","keywords":"CINAHL; MEDLINE; Grey literature; Medicine; Systematic review; Population; International Classification of Functioning, Disability and Health; PsycINFO; Traumatic brain injury; Family medicine; Psychiatry; Psychological intervention; Physical therapy; Rehabilitation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009389002,0.0004421972,0.003634836,0.0004382982,0.00005561768,0.00001428305,0.0004400604,0.0002865414,0.000119923],"category_scores_gemma":[0.004251243,0.0003442637,0.0008676476,0.0005250261,0.0001208475,0.00009067344,0.00009467098,0.0003857566,0.0001094404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017623,"about_ca_system_score_gemma":0.0006680359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001804434,"about_ca_topic_score_gemma":8.285386e-7,"domain_scores_codex":[0.9954128,0.001395052,0.001760845,0.0005786929,0.0006044316,0.0002481618],"domain_scores_gemma":[0.9955163,0.001602628,0.001700954,0.0008125374,0.0002081696,0.0001593947],"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":[0.0000662227,0.0001699981,0.00009812072,0.9897441,0.0002184937,0.00001939662,0.00001939936,6.567584e-7,4.068392e-7,0.0002006778,0.002405168,0.007057379],"study_design_scores_gemma":[0.001460549,0.001224438,0.000558914,0.8052567,0.04998904,0.001463069,0.0000292686,0.0005190813,4.754777e-7,0.00009747154,0.1385828,0.0008182254],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000352604,0.9960622,0.00007553719,0.00009665704,0.0005437625,0.002471407,0.0001849626,0.00006751352,0.0001453084],"genre_scores_gemma":[0.0002557556,0.9980503,0.0001637377,0.0004585852,0.0001670008,0.0002236639,0.0005388396,0.00006661987,0.00007550127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1844874,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089644907983947,"score_gpt":0.3816600655632386,"score_spread":0.2726955747648439,"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."}}