{"id":"W2504510730","doi":"10.1186/s12883-016-0631-2","title":"Children and youth with non-traumatic brain injury: a population based perspective","year":2016,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Holland Bloorview Kids Rehabilitation Hospital; Public Health Ontario; University Health Network; Pediatric Oncology Group; University of Toronto; Toronto Rehabilitation Institute","funders":"Fondation Brain Canada; Pediatric Oncology Group of Ontario; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Medicine; Health care; Population; Emergency medicine; Retrospective cohort study; Acute care; Neurology; Neurosurgery; Intensive care; Pediatrics; Family medicine; Intensive care medicine; Environmental health; Internal medicine; Psychiatry","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":[0.0001350524,0.0001617594,0.0002853919,0.0001068577,0.00006233162,0.000009361309,0.00006202875,0.00008024149,0.00003329758],"category_scores_gemma":[0.0001842046,0.00009593657,0.00005941974,0.0001173096,0.0001353307,0.00007225524,0.00001740831,0.0001193406,0.0000115211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493345,"about_ca_system_score_gemma":0.0000501572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107663,"about_ca_topic_score_gemma":0.00008950691,"domain_scores_codex":[0.9989256,0.0001367349,0.0001690373,0.0004048804,0.0001537459,0.0002099962],"domain_scores_gemma":[0.9992718,0.0002062065,0.00008291897,0.0003045198,0.00003954216,0.00009498079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002517771,0.0001745133,0.990689,0.00005690733,0.00008904607,0.00001455394,0.0007347488,0.000002499516,0.001204388,0.0009729316,0.0001571303,0.003386532],"study_design_scores_gemma":[0.002909569,0.001869777,0.993967,0.00005715584,0.0001170358,0.0001536374,0.00004616606,0.00003256883,0.0003933355,0.0003207223,0.00001374596,0.0001192695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928329,0.00004344597,0.001590605,0.004659295,0.00005981076,0.0005038568,0.00002723862,0.00007504247,0.0002078187],"genre_scores_gemma":[0.9967659,0.000004106735,0.0004270946,0.002594484,0.0001017467,0.00001892258,0.00001541632,0.0000254487,0.00004684773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003933046,"threshold_uncertainty_score":0.391218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819996117389115,"score_gpt":0.2622096230048713,"score_spread":0.2440096618309801,"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."}}