{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004968555,0.000241377,0.0002819088,0.0008440201,0.0005771847,0.0006192237,0.0004821097,0.0003204012,0.001598556],"category_scores_gemma":[0.003425083,0.000155764,0.0003115126,0.001039768,0.0003919631,0.0005992639,0.0006821043,0.000759609,0.0001755141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862048,"about_ca_system_score_gemma":0.001386876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647675,"about_ca_topic_score_gemma":0.004899469,"domain_scores_codex":[0.9992245,0.0001857513,0.0001753274,0.00008180974,0.0001694906,0.0001629955],"domain_scores_gemma":[0.9976535,0.0002366099,0.001561395,0.00004433896,0.0002122463,0.0002918183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007378897,0.00006647981,0.9839258,0.0001291554,0.00004483212,0.003413421,0.0002471924,0.0001749048,0.0001810092,0.00004617996,0.000774226,0.01092296],"study_design_scores_gemma":[0.000008930878,0.0002611935,0.978865,0.0001910258,0.00003339382,0.0174743,0.001337437,0.0002766726,0.0004240642,0.00005976147,0.00105685,0.00001137496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934695,0.003380178,0.0003610456,0.0005308231,0.0000464675,0.00006183788,0.0002973303,0.00002595847,0.001826909],"genre_scores_gemma":[0.9972089,0.001657745,0.0005448434,0.0000997633,0.00006089754,0.0000325545,0.0003103952,0.000004690869,0.00008028524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002647675,"threshold_uncertainty_score":0.005347729,"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."}}