{"id":"W1976442735","doi":"10.1542/peds.2008-1006","title":"Early Resuscitation of Children With Moderate-to-Severe Traumatic Brain Injury","year":2009,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"U.S. Public Health Service; American College of Surgeons","keywords":"Medicine; Hypoxia (environmental); Traumatic brain injury; Vital signs; Resuscitation; Anesthesia; Retrospective cohort study; Trauma center; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002150164,0.0001451039,0.000292473,0.0001815685,0.00005329887,0.00001865531,0.0001008843,0.00006621389,0.00001654487],"category_scores_gemma":[0.0002084951,0.000114629,0.00007877697,0.0005862608,0.00003047938,0.0001137466,0.000008364815,0.0001498009,0.0000189761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001894407,"about_ca_system_score_gemma":0.0000725041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429076,"about_ca_topic_score_gemma":0.000002999391,"domain_scores_codex":[0.9987995,0.00004629522,0.0003066712,0.0002406197,0.0004135329,0.0001934043],"domain_scores_gemma":[0.9992466,0.0000957967,0.0001151402,0.0003094184,0.0001006988,0.0001323627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01394615,0.004099707,0.6370786,0.001978143,0.0007877582,0.00009193745,0.02420069,0.001684404,0.005198829,0.007113008,0.06054101,0.2432797],"study_design_scores_gemma":[0.001456286,0.001825312,0.9948545,0.00005624772,0.0001921995,0.00002794762,0.00004691478,0.00005206384,0.0007829245,0.0004982788,0.00004073478,0.0001666468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956685,0.0001512885,0.001131237,0.001449019,0.00004962534,0.0005351079,0.00002061075,0.00006200044,0.000932554],"genre_scores_gemma":[0.9945553,0.00002909395,0.004069742,0.0009954878,0.0001610582,0.000009201308,0.00002209058,0.00001569035,0.0001423507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3577758,"threshold_uncertainty_score":0.4674437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779055398545738,"score_gpt":0.2653881711623019,"score_spread":0.2475976171768445,"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."}}