{"id":"W2067243860","doi":"10.1016/j.annemergmed.2014.12.004","title":"Revisiting the “Golden Hour”: An Evaluation of Out-of-Hospital Time in Shock and Traumatic Brain Injury","year":2015,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; National Heart, Lung, and Blood Institute; University of Washington","keywords":"Medicine; Glasgow Coma Scale; Cohort; Traumatic brain injury; Glasgow Outcome Scale; Blood pressure; Odds ratio; Cohort study; Injury Severity Score; Shock (circulatory); Internal medicine; Resuscitation; Poison control; Anesthesia; Emergency medicine; Injury prevention; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003895275,0.0001660765,0.0006343477,0.0001709227,0.00002681324,5.901965e-7,0.0001239567,0.00006272847,0.0004603266],"category_scores_gemma":[0.002568568,0.0001081344,0.00008686802,0.0003803432,0.0001787701,0.0001109132,0.00003903833,0.0001233005,0.000002896636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001214206,"about_ca_system_score_gemma":0.00008782172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003218788,"about_ca_topic_score_gemma":0.00006372281,"domain_scores_codex":[0.997453,0.0002269397,0.001050415,0.0002076369,0.0008570296,0.000204935],"domain_scores_gemma":[0.9979653,0.00009526132,0.0003560735,0.0003391136,0.001124017,0.0001202347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009382667,0.000999512,0.2272294,0.00257444,0.001093806,0.000009308504,0.1953461,0.00008386368,0.0220471,0.0007024435,0.1272054,0.4217703],"study_design_scores_gemma":[0.005895429,0.01059671,0.9122483,0.004310338,0.001521319,0.000007459901,0.04833386,0.004231409,0.004530099,0.005626862,0.002112054,0.0005861161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730445,0.009018855,0.000007018025,0.01056856,0.000727434,0.000491784,0.000008921501,0.00001079856,0.006122115],"genre_scores_gemma":[0.9982314,0.001027307,0.00003627815,0.00006432705,0.0004428222,0.00001512829,0.00001816471,0.00001618149,0.0001483798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685019,"threshold_uncertainty_score":0.5040253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748881538517219,"score_gpt":0.4558187143963053,"score_spread":0.1809305605445834,"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."}}