{"id":"W2415037469","doi":"10.1097/pec.0000000000000758","title":"Pre–Trauma Center Management of Intracranial Pressure in Severe Pediatric Traumatic Brain Injury","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Manitoba Health; Children's Hospital of Winnipeg; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Glasgow Coma Scale; Trauma center; Traumatic brain injury; Intracranial pressure; Pediatric trauma; Injury Severity Score; Head injury; Craniotomy; Head trauma; Emergency medicine; Abbreviated Injury Scale; Major trauma; Intubation; Retrospective cohort study; Poison control; Anesthesia; Injury prevention; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002790047,0.0003441425,0.000560991,0.0003547665,0.00005561544,0.000006013234,0.0003165483,0.0001725696,0.001203822],"category_scores_gemma":[0.00009147532,0.000252867,0.0003370445,0.0008277907,0.00004021804,0.0001899178,0.00008823568,0.0002223838,0.00004468452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005451338,"about_ca_system_score_gemma":0.0000572826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000214868,"about_ca_topic_score_gemma":0.00002275889,"domain_scores_codex":[0.9970956,0.0001413149,0.001023242,0.0005849788,0.0006610368,0.000493819],"domain_scores_gemma":[0.9987047,0.00009191209,0.0002653505,0.0006386936,0.0001315684,0.0001677922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004962127,0.0007524753,0.9163688,0.01001346,0.0002270412,0.000102279,0.002809019,0.000008720021,0.00007905833,0.0002065469,0.01160106,0.05733537],"study_design_scores_gemma":[0.004143067,0.0004943226,0.9910222,0.0001803456,0.0009339178,0.00003073079,0.0006647828,0.000008090919,0.0001400703,0.0002273591,0.001719638,0.0004355303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98693,0.007036607,0.0001268678,0.0004289298,0.0009640911,0.00110017,0.0001837563,0.00008636984,0.00314327],"genre_scores_gemma":[0.991882,0.005915927,0.0004418922,0.00005435455,0.0006863805,0.0001087054,0.00002526818,0.00004890281,0.0008366043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465339,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434350161180825,"score_gpt":0.2736947594513159,"score_spread":0.2593512578395076,"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."}}