{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008167276,0.0002712987,0.000502346,0.001941118,0.0009358476,0.001364027,0.0004525964,0.0007216223,0.001689607],"category_scores_gemma":[0.001899175,0.0003157429,0.0005415657,0.002488984,0.0004698824,0.001483397,0.00119491,0.001259741,0.0001845958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011641,"about_ca_system_score_gemma":0.001313741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03930046,"about_ca_topic_score_gemma":0.05417763,"domain_scores_codex":[0.9992471,0.0002136952,0.00006724204,0.0001148029,0.0001369037,0.0002204203],"domain_scores_gemma":[0.9989538,0.0001920842,0.0003653285,0.00003332039,0.0001640985,0.0002913003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001812244,0.00007862896,0.9934214,0.00005755383,0.00005065965,0.000421669,0.001076476,0.0000319818,0.00003920753,0.0001384367,0.0009197608,0.003746019],"study_design_scores_gemma":[0.000004263015,0.0001121884,0.9908422,0.0001606882,0.00004402289,0.001216048,0.006164835,0.00006044708,0.00002259949,0.00009673724,0.001268122,0.000007845111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884955,0.003594191,0.0001522176,0.002460347,0.0000809371,0.00005853212,0.002670288,0.000007858946,0.002480119],"genre_scores_gemma":[0.9926245,0.005152907,0.0002428688,0.0006031282,0.0001200766,0.00005942722,0.001044903,0.000002896943,0.0001491788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03930046,"threshold_uncertainty_score":0.07814342,"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."}}