{"id":"W2919946059","doi":"10.1097/pcc.0000000000001737","title":"Management of Pediatric Severe Traumatic Brain Injury: 2019 Consensus and Guidelines-Based Algorithm for First and Second Tier Therapies","year":2019,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Traumatic brain injury; Glasgow Coma Scale; Decompressive craniectomy; Hyperventilation; Cerebral perfusion pressure; Intracranial pressure; Neurointensive care; Intensive care medicine; Anesthesia; Algorithm; Cerebral blood flow; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03770626,0.002202861,0.002681081,0.009359935,0.002562805,0.005923685,0.005290094,0.005891599,0.004047283],"category_scores_gemma":[0.07060486,0.001175397,0.00469674,0.005263213,0.001590909,0.004756365,0.005429088,0.006147195,0.0029851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100443,"about_ca_system_score_gemma":0.04487967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008515489,"about_ca_topic_score_gemma":0.01937637,"domain_scores_codex":[0.9677087,0.01250183,0.01260627,0.00145473,0.004752024,0.0009763862],"domain_scores_gemma":[0.9437367,0.01071327,0.008834955,0.001425713,0.03292603,0.00236328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003497047,0.0004997703,0.008483605,0.04084911,0.00102089,0.0008554845,0.001338713,0.005866077,0.0009701646,0.02260011,0.3597272,0.5574392],"study_design_scores_gemma":[0.0009718856,0.0005526582,0.009751425,0.253421,0.002904678,0.001857365,0.002705312,0.007937374,0.001811695,0.04051449,0.6772709,0.0003012977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009024244,0.3145696,0.1565605,0.4123647,0.01919957,0.02614766,0.009578548,0.002426469,0.05012874],"genre_scores_gemma":[0.04086677,0.1190431,0.7721996,0.03442625,0.002827241,0.0154674,0.01009134,0.0002632996,0.004815091],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03770626,"threshold_uncertainty_score":0.1994122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320706501691152,"score_gpt":0.3329837134155779,"score_spread":0.2997766483986664,"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."}}