{"id":"W1923018190","doi":"10.3171/2015.3.peds14507","title":"Intracranial pressure monitoring among children with severe traumatic brain injury","year":2015,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Traumatic brain injury; Intracranial pressure monitoring; Intracranial pressure; Confounding; Cohort; Emergency medicine; Observational study; Cohort study; Pediatric trauma; Propensity score matching; Injury Severity Score; Poison control; Injury prevention; Pediatrics; Internal medicine; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009210075,0.0002663256,0.0006591238,0.0004152513,0.00007524514,0.00007694645,0.0002085645,0.0001275733,0.00001594434],"category_scores_gemma":[0.001055719,0.0001949454,0.0002826142,0.0007042577,0.00009352751,0.0004862314,0.00003174685,0.000779798,0.000005639128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003473982,"about_ca_system_score_gemma":0.0003293125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000466067,"about_ca_topic_score_gemma":7.133596e-7,"domain_scores_codex":[0.9973341,0.0001835653,0.0008238371,0.0002335703,0.001098676,0.0003262158],"domain_scores_gemma":[0.9977491,0.0003521059,0.0007365898,0.0003197529,0.0003381105,0.0005043652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007215848,0.0002883886,0.983126,0.0001413711,0.0001774861,0.0003677596,0.00034619,0.0002020695,0.0001164198,0.000002849141,0.0099944,0.004515409],"study_design_scores_gemma":[0.001897996,0.001263059,0.9888403,0.0001355441,0.0008065886,0.005496294,0.0001200641,0.00003155536,0.0002399345,0.00003286282,0.0009089402,0.0002268362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965675,0.0009572905,0.0001124345,0.00059772,0.00128183,0.000265435,0.00001134641,0.00004579503,0.0001606465],"genre_scores_gemma":[0.9961801,0.0001780961,0.0006765926,0.0002257087,0.00252612,0.000003713457,0.000002408399,0.00005136536,0.0001559527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00908546,"threshold_uncertainty_score":0.7949644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051499086574861,"score_gpt":0.2683180359872124,"score_spread":0.2378030451214638,"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."}}