{"id":"W2919948203","doi":"10.1093/neuros/nyz051","title":"Guidelines for the Management of Pediatric Severe Traumatic Brain Injury, Third Edition: Update of the Brain Trauma Foundation Guidelines, Executive Summary","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; University of British Columbia","funders":"Oregon Health and Science University; Stanford University","keywords":"Medicine; Guideline; Executive summary; Psychological intervention; Traumatic brain injury; MEDLINE; Evidence-based practice; Evidence-based medicine; Foundation (evidence); Intensive care medicine; Psychiatry; Alternative medicine; Pathology","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":[0.009143181,0.001418036,0.001688721,0.007740906,0.0009415949,0.002934861,0.002936003,0.003902365,0.01112822],"category_scores_gemma":[0.04133382,0.0008375882,0.002621133,0.006068925,0.0008186732,0.002641336,0.001494783,0.005581709,0.007595029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004509775,"about_ca_system_score_gemma":0.02486999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02723057,"about_ca_topic_score_gemma":0.04069388,"domain_scores_codex":[0.9929602,0.002079152,0.002049637,0.0002856518,0.002292436,0.0003329466],"domain_scores_gemma":[0.9745142,0.005700049,0.003299815,0.0004783693,0.01515234,0.0008551526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000326318,0.0000515989,0.0006256643,0.004112273,0.00004916586,0.0001579759,0.0001394436,0.0003790032,0.00009767649,0.002304491,0.8276214,0.1644287],"study_design_scores_gemma":[0.0001088586,0.00004989263,0.002789675,0.02853308,0.0001992961,0.0008282139,0.0001745238,0.0002895762,0.0001138743,0.003409803,0.9634647,0.00003845966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002746342,0.6082658,0.0205411,0.2217234,0.02729211,0.005684196,0.03271779,0.001610761,0.07941847],"genre_scores_gemma":[0.008986752,0.6956813,0.1369644,0.05648435,0.009457736,0.008682765,0.05141251,0.0005673895,0.03176279],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02723057,"threshold_uncertainty_score":0.05414414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894848996059169,"score_gpt":0.3277380200388064,"score_spread":0.2587895300782147,"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."}}