{"id":"W2919377965","doi":"10.1097/ta.0000000000001584","title":"Outcomes after concomitant traumatic brain injury and hemorrhagic shock","year":2017,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Interquartile range; Medicine; Concomitant; Confidence interval; Internal medicine; Odds ratio; Abbreviated Injury Scale; Glasgow Outcome Scale; Injury Severity Score; Glasgow Coma Scale; Poison control; Surgery; Injury prevention; Emergency medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000785115,0.0002661298,0.00063949,0.0001077321,0.0006693894,0.0001782241,0.0001749795,0.0001318866,0.0001017293],"category_scores_gemma":[0.001195465,0.0001616276,0.0002555029,0.00005910512,0.000860128,0.0003801149,0.00005855367,0.0005720921,0.000004510007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004167722,"about_ca_system_score_gemma":0.00005828482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206698,"about_ca_topic_score_gemma":0.00005749141,"domain_scores_codex":[0.9982789,0.0002149515,0.0006244418,0.0001965229,0.0004036675,0.0002815054],"domain_scores_gemma":[0.9981307,0.0005600301,0.0002204562,0.000484633,0.0003270444,0.000277144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004428502,0.0007347757,0.8558148,0.003793433,0.0008212471,0.0002765535,0.0124428,0.000001019412,0.001104176,0.003838199,0.006161929,0.1105826],"study_design_scores_gemma":[0.001690875,0.001760886,0.9872835,0.0003443731,0.0008968963,0.001553416,0.001808364,0.00001232298,0.0007501304,0.002134753,0.001543554,0.0002208864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877033,0.002371235,0.000132959,0.008097348,0.0006229603,0.0002409082,0.00002478486,0.00002301452,0.0007834473],"genre_scores_gemma":[0.997685,0.0003524397,0.0001228304,0.001435186,0.000296494,0.000007863699,0.000001106885,0.00002497341,0.00007415697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314687,"threshold_uncertainty_score":0.6590983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648596344241906,"score_gpt":0.3314769929773421,"score_spread":0.3049910295349231,"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."}}