{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T18:40:50Z","timestamp":1778784050793,"version":"3.51.4"},"reference-count":58,"publisher":"American Medical Association (AMA)","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Surg"],"published-print":{"date-parts":[[2024,4,1]]},"abstract":"<jats:sec id=\"ab-soi230105-4\"><jats:title>Importance<\/jats:title><jats:p>The Excellence in Prehospital Injury Care (EPIC) study demonstrated improved survival in patients with severe traumatic brain injury (TBI) following implementation of the prehospital treatment guidelines. The impact of implementing these guidelines in the subgroup of patients who received positive pressure ventilation (PPV) is unknown.<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-5\"><jats:title>Objective<\/jats:title><jats:p>To evaluate the association of implementation of prehospital TBI evidence-based guidelines with survival among patients with prehospital PPV.<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>The EPIC study was a multisystem, intention-to-treat study using a before\/after controlled design. Evidence-based guidelines were implemented by emergency medical service agencies across Arizona. This subanalysis was planned a priori and included participants who received prehospital PPV. Outcomes were compared between the preimplementation and postimplementation cohorts using logistic regression, stratified by predetermined TBI severity categories (moderate, severe, or critical). Data were collected from January 2007 to June 2017, and data were analyzed from January to February 2023.<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-7\"><jats:title>Exposure<\/jats:title><jats:p>Implementation of the evidence-based guidelines for the prehospital care of patient with TBI.<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The primary outcome was survival to hospital discharge, and the secondary outcome was survival to admission.<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-9\"><jats:title>Results<\/jats:title><jats:p>Among the 21\u202f852 participants in the main study, 5022 received prehospital PPV (preimplementation, 3531 participants; postimplementation, 1491 participants). Of 5022 included participants, 3720 (74.1%) were male, and the median (IQR) age was 36 (22-54) years. Across all severities combined, survival to admission improved (adjusted odds ratio [aOR], 1.59; 95% CI, 1.28-1.97), while survival to discharge did not (aOR, 0.94; 95% CI, 0.78-1.13). Within the cohort with severe TBI but not in the moderate or critical subgroups, survival to hospital admission increased (aOR, 6.44; 95% CI, 2.39-22.00), as did survival to discharge (aOR, 3.52; 95% CI, 1.96-6.34).<\/jats:p><\/jats:sec><jats:sec id=\"ab-soi230105-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>Among patients with severe TBI who received active airway interventions in the field, guideline implementation was independently associated with improved survival to hospital admission and discharge. This was true whether they received basic airway interventions or advanced airways. These findings support the current guideline recommendations for aggressive prevention\/correction of hypoxia and hyperventilation in patients with severe TBI, regardless of which airway type is used.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamasurg.2023.7155","type":"journal-article","created":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T16:01:11Z","timestamp":1706112071000},"page":"363","source":"Crossref","is-referenced-by-count":9,"title":["EMS Treatment Guidelines in Major Traumatic Brain Injury With Positive Pressure Ventilation"],"prefix":"10.1001","volume":"159","author":[{"given":"Joshua B.","family":"Gaither","sequence":"first","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel W.","family":"Spaite","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bentley J.","family":"Bobrow","sequence":"additional","affiliation":[{"name":"Department of Emergency Medicine, McGovern Medical School at UT Health, Houston, Texas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bruce","family":"Barnhart","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vatsal","family":"Chikani","sequence":"additional","affiliation":[{"name":"Department of Public Health, University of Texas at San Antonio"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kurt R.","family":"Denninghoff","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gail H.","family":"Bradley","sequence":"additional","affiliation":[{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"},{"name":"Arizona Department of Health Services, Bureau of EMS, Phoenix"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amber D.","family":"Rice","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeffrey T.","family":"Howard","sequence":"additional","affiliation":[{"name":"Department of Public Health, University of Texas at San Antonio"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Samuel M.","family":"Keim","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Department of Emergency Medicine, College of Medicine, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengcheng","family":"Hu","sequence":"additional","affiliation":[{"name":"Arizona Emergency Medicine Research Center, College of Medicine\u2014Phoenix, The University of Arizona, Phoenix"},{"name":"Mel and Enid Zuckerman College of Public Health, The University of Arizona, Tucson"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10","reference":[{"issue":"9","key":"soi230105r1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.15585\/mmwr.ss6609a1","article-title":"Traumatic brain injury-related emergency department visits, hospitalizations, and deaths\u2014United States, 2007 and 2013.","volume":"66","author":"Taylor","year":"2017","journal-title":"MMWR Surveill Summ"},{"key":"soi230105r3","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1089\/neu.2007.9999","article-title":"Guidelines for the management of severe traumatic brain injury.","volume":"24","author":"Brain Trauma Foundation","year":"2007","journal-title":"J Neurotrauma"},{"key":"soi230105r4","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1080\/10903120701732052","article-title":"Guidelines for prehospital management of traumatic brain injury 2nd edition.","volume":"12","author":"Badjatia","year":"2008","journal-title":"Prehosp Emerg Care"},{"key":"soi230105r5","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1097\/PCC.0b013e318259ee85","article-title":"Guidelines for the acute medical management of severe traumatic brain injury in infants, children, and adolescents--second edition.","volume":"13","author":"Kochanek","year":"2012","journal-title":"Pediatr Crit Care Med"},{"issue":"4-5","key":"soi230105r6","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1159\/000094153","article-title":"Pediatric traumatic brain injury: past, present and future.","volume":"28","author":"Jankowitz","year":"2006","journal-title":"Dev Neurosci"},{"issue":"2","key":"soi230105r7","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1097\/00005373-199302000-00006","article-title":"The role of secondary brain injury in determining outcome from severe head injury.","volume":"34","author":"Chesnut","year":"1993","journal-title":"J Trauma"},{"issue":"3","key":"soi230105r8","doi-asserted-by":"publisher","first-page":"S2","DOI":"10.1097\/01.CCM.0000066600.71233.01","article-title":"Guidelines for the acute medical management of severe traumatic brain injury in infants, children, and adolescents. chapter 1: introduction.","volume":"4","author":"Adelson","year":"2003","journal-title":"Pediatr Crit Care Med"},{"issue":"5","key":"soi230105r9","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1080\/10903127.2017.1315201","article-title":"Prehospital intubation is associated with favorable outcomes and lower mortality in ProTECT III.","volume":"21","author":"Denninghoff","year":"2017","journal-title":"Prehosp Emerg Care"},{"issue":"6","key":"soi230105r10","doi-asserted-by":"publisher","first-page":"546","DOI":"10.1016\/S1474-4422(13)70077-2","article-title":"Comparison of hypothermia and normothermia after severe traumatic brain injury in children (Cool Kids): a phase 3, randomised controlled trial.","volume":"12","author":"Adelson","year":"2013","journal-title":"Lancet Neurol"},{"issue":"26","key":"soi230105r11","doi-asserted-by":"publisher","first-page":"2457","DOI":"10.1056\/NEJMoa1404304","article-title":"Very early administration of progesterone for acute traumatic brain injury.","volume":"371","author":"Wright","year":"2014","journal-title":"N Engl J Med"},{"issue":"1","key":"soi230105r12","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.nurt.2009.10.020","article-title":"IMPACT recommendations for improving the design and analysis of clinical trials in moderate to severe traumatic brain injury.","volume":"7","author":"Maas","year":"2010","journal-title":"Neurotherapeutics"},{"issue":"2","key":"soi230105r13","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1089\/neu.2006.0024","article-title":"Prognosis and clinical trial design in traumatic brain injury: the IMPACT study.","volume":"24","author":"Maas","year":"2007","journal-title":"J Neurotrauma"},{"issue":"1","key":"soi230105r14","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1097\/00008506-200401000-00019","article-title":"Clinical trials in traumatic brain injury: lessons for the future.","volume":"16","author":"Doppenberg","year":"2004","journal-title":"J Neurosurg Anesthesiol"},{"issue":"12","key":"soi230105r15","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1016\/j.tips.2010.09.005","article-title":"Neuroprotection for traumatic brain injury: translational challenges and emerging therapeutic strategies.","volume":"31","author":"Loane","year":"2010","journal-title":"Trends Pharmacol Sci"},{"issue":"7","key":"soi230105r16","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1089\/neu.2008.0586","article-title":"Classification of traumatic brain injury for targeted therapies.","volume":"25","author":"Saatman","year":"2008","journal-title":"J Neurotrauma"},{"issue":"3","key":"soi230105r17","first-page":"546","article-title":"Head injury: recent past, present, and future.","volume":"47","author":"Marshall","year":"2000","journal-title":"Neurosurgery"},{"issue":"7","key":"soi230105r18","doi-asserted-by":"publisher","DOI":"10.1001\/jamasurg.2019.1152","article-title":"Association of statewide implementation of the prehospital traumatic brain injury treatment guidelines with patient survival following traumatic brain injury: the Excellence in Prehospital Injury Care (EPIC) study.","volume":"154","author":"Spaite","year":"2019","journal-title":"JAMA Surg"},{"issue":"2","key":"soi230105r19","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.annemergmed.2020.09.435","article-title":"Effect of implementing the out-of-hospital traumatic brain injury treatment guidelines: the Excellence in Prehospital Injury Care for Children Study (EPIC4Kids).","volume":"77","author":"Gaither","year":"2021","journal-title":"Ann Emerg Med"},{"issue":"4","key":"soi230105r20","doi-asserted-by":"publisher","first-page":"406","DOI":"10.1046\/j.1442-2026.2002.00382.x","article-title":"The use of rapid sequence intubation by ambulance paramedics for patients with severe head injury.","volume":"14","author":"Bernard","year":"2002","journal-title":"Emerg Med (Fremantle)"},{"issue":"4","key":"soi230105r21","doi-asserted-by":"publisher","first-page":"718","DOI":"10.1097\/01.TA.0000159239.14181.BC","article-title":"The use of neuromuscular blocking agents to facilitate prehospital intubation does not impair outcome after traumatic brain injury.","volume":"58","author":"Bulger","year":"2005","journal-title":"J Trauma"},{"issue":"4","key":"soi230105r22","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.amj.2004.04.006","article-title":"Air medical transport of severely head-injured patients undergoing paramedic rapid sequence intubation.","volume":"23","author":"Poste","year":"2004","journal-title":"Air Med J"},{"issue":"3","key":"soi230105r23","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1097\/01.TA.0000053396.02126.CD","article-title":"The effect of paramedic rapid sequence intubation on outcome in patients with severe traumatic brain injury.","volume":"54","author":"Davis","year":"2003","journal-title":"J Trauma"},{"issue":"5","key":"soi230105r24","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1016\/j.annemergmed.2004.04.008","article-title":"Out-of-hospital endotracheal intubation and outcome after traumatic brain injury.","volume":"44","author":"Wang","year":"2004","journal-title":"Ann Emerg Med"},{"issue":"6","key":"soi230105r25","doi-asserted-by":"publisher","first-page":"783","DOI":"10.1001\/jama.283.6.783","article-title":"Effect of out-of-hospital pediatric endotracheal intubation on survival and neurological outcome: a controlled clinical trial.","volume":"283","author":"Gausche","year":"2000","journal-title":"JAMA"},{"issue":"6","key":"soi230105r26","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1097\/00005373-200012000-00015","article-title":"Prehospital intubation in patients with severe head injury.","volume":"49","author":"Murray","year":"2000","journal-title":"J Trauma"},{"issue":"5","key":"soi230105r27","doi-asserted-by":"publisher","first-page":"764","DOI":"10.1097\/00005373-199605000-00014","article-title":"Hypoxemia and arterial hypotension at the accident scene in head injury.","volume":"40","author":"Stocchetti","year":"1996","journal-title":"J Trauma"},{"issue":"1","key":"soi230105r28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1097\/01.TA.0000135503.71684.C8","article-title":"The impact of hypoxia and hyperventilation on outcome after paramedic rapid sequence intubation of severely head-injured patients.","volume":"57","author":"Davis","year":"2004","journal-title":"J Trauma"},{"issue":"3","key":"soi230105r29","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1016\/0022-3468(93)90223-8","article-title":"The effect of hypotension and hypoxia on children with severe head injuries.","volume":"28","author":"Pigula","year":"1993","journal-title":"J Pediatr Surg"},{"issue":"1","key":"soi230105r30","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1067\/mem.2001.112098","article-title":"Misplaced endotracheal tubes by paramedics in an urban emergency medical services system.","volume":"37","author":"Katz","year":"2001","journal-title":"Ann Emerg Med"},{"issue":"6","key":"soi230105r31","doi-asserted-by":"publisher","first-page":"732","DOI":"10.1016\/j.annemergmed.2012.06.017","article-title":"Balancing the potential risks and benefits of out-of-hospital intubation in traumatic brain injury: the intubation\/hyperventilation effect.","volume":"60","author":"Gaither","year":"2012","journal-title":"Ann Emerg Med"},{"issue":"9","key":"soi230105r32","doi-asserted-by":"publisher","first-page":"1141","DOI":"10.1503\/cmaj.071154","article-title":"The OPALS Major Trauma Study: impact of advanced life-support on survival and morbidity.","volume":"178","author":"Stiell","year":"2008","journal-title":"CMAJ"},{"issue":"7","key":"soi230105r34","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1111\/acem.2014.21.issue-7","article-title":"Evaluation of the impact of implementing the emergency medical services traumatic brain injury guidelines in Arizona: the Excellence in Prehospital Injury Care (EPIC) study methodology.","volume":"21","author":"Spaite","year":"2014","journal-title":"Acad Emerg Med"},{"issue":"4","key":"soi230105r35","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1001\/jamasurg.2016.4686","article-title":"Mortality and prehospital blood pressure in patients with major traumatic brain injury: implications for the hypotension threshold.","volume":"152","author":"Spaite","year":"2017","journal-title":"JAMA Surg"},{"issue":"4","key":"soi230105r36","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1016\/j.annemergmed.2017.03.027","article-title":"Association of out-of-hospital hypotension depth and duration with traumatic brain injury mortality.","volume":"70","author":"Spaite","year":"2017","journal-title":"Ann Emerg Med"},{"issue":"1","key":"soi230105r37","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.annemergmed.2016.08.007","article-title":"The effect of combined out-of-hospital hypotension and hypoxia on mortality in major traumatic brain injury.","volume":"69","author":"Spaite","year":"2017","journal-title":"Ann Emerg Med"},{"issue":"1","key":"soi230105r38","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.annemergmed.2022.01.045","article-title":"Optimal out-of-hospital blood pressure in major traumatic brain injury: a challenge to the current understanding of hypotension.","volume":"80","author":"Spaite","year":"2022","journal-title":"Ann Emerg Med"},{"key":"soi230105r39","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.ajem.2022.12.015","article-title":"Correlation between prehospital and in-hospital hypotension and outcomes after traumatic brain injury.","volume":"65","author":"Rice","year":"2023","journal-title":"Am J Emerg Med"},{"key":"soi230105r40","doi-asserted-by":"publisher","article-title":"Research abstracts for the 2022 NAEMSP Annual Meeting.","journal-title":"Prehosp Emerg Care","DOI":"10.1080\/10903127.2021.1995553"},{"issue":"2","key":"soi230105r42","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1136\/ip.8.2.91","article-title":"An introduction to the Barell body region by nature of injury diagnosis matrix.","volume":"8","author":"Barell","year":"2002","journal-title":"Inj Prev"},{"issue":"2","key":"soi230105r43","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1136\/ip.2005.010058","article-title":"Estimating injury severity using the Barell matrix.","volume":"12","author":"Clark","year":"2006","journal-title":"Inj Prev"},{"issue":"2","key":"soi230105r45","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1016\/S0196-0644(95)70144-3","article-title":"Emergency medical service systems research: problems of the past, challenges of the future.","volume":"26","author":"Spaite","year":"1995","journal-title":"Ann Emerg Med"},{"issue":"S1","key":"soi230105r46","doi-asserted-by":"publisher","first-page":"S35","DOI":"10.1017\/S1049023X00067509","article-title":"Barriers to EMS system evaluation: problems associated with field data collection.","volume":"8","author":"Spaite","year":"1993","journal-title":"Prehosp Disaster Med"},{"issue":"1","key":"soi230105r48","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1093\/biomet\/80.1.27","article-title":"Bias reduction of maximum-likelihood-estimates.","volume":"80","author":"Firth","year":"1993","journal-title":"Biometrika"},{"issue":"16","key":"soi230105r49","doi-asserted-by":"publisher","first-page":"2409","DOI":"10.1002\/sim.v21:16","article-title":"A solution to the problem of separation in logistic regression.","volume":"21","author":"Heinze","year":"2002","journal-title":"Stat Med"},{"issue":"1","key":"soi230105r50","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1111\/j.1467-9868.2010.00749.x","article-title":"Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models.","volume":"73","author":"Wood","year":"2011","journal-title":"J R Stat Soc Ser A Stat Soc"},{"issue":"6","key":"soi230105r51","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1097\/SLA.0b013e3181efc15f","article-title":"Prehospital rapid sequence intubation improves functional outcome for patients with severe traumatic brain injury: a randomized controlled trial.","volume":"252","author":"Bernard","year":"2010","journal-title":"Ann Surg"},{"issue":"6","key":"soi230105r52","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1001\/archsurg.1997.01430300034007","article-title":"Endotracheal intubation in the field improves survival in patients with severe head injury.","volume":"132","author":"Winchell","year":"1997","journal-title":"Arch Surg"},{"issue":"3","key":"soi230105r53","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1097\/01.TA.0000111755.94642.29","article-title":"Prehospital endotracheal intubation for trauma does not improve survival over bag-valve-mask ventilation.","volume":"56","author":"Stockinger","year":"2004","journal-title":"J Trauma"},{"issue":"5","key":"soi230105r54","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1097\/01.TA.0000162731.53812.58","article-title":"The impact of prehospital endotracheal intubation on outcome in moderate to severe traumatic brain injury.","volume":"58","author":"Davis","year":"2005","journal-title":"J Trauma"},{"issue":"2","key":"soi230105r55","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1097\/00005373-200508000-00037","article-title":"A follow-up analysis of factors associated with head-injury mortality after paramedic rapid sequence intubation.","volume":"59","author":"Davis","year":"2005","journal-title":"J Trauma"},{"issue":"4","key":"soi230105r56","doi-asserted-by":"publisher","first-page":"1202","DOI":"10.1097\/01.CCM.0000208359.74623.1C","article-title":"Early ventilation and outcome in patients with moderate to severe traumatic brain injury.","volume":"34","author":"Davis","year":"2006","journal-title":"Crit Care Med"},{"issue":"4","key":"soi230105r57","first-page":"184","article-title":"Emergent endotracheal intubation and mortality in traumatic brain injury.","volume":"9","author":"Denninghoff","year":"2008","journal-title":"West J Emerg Med"},{"issue":"10","key":"soi230105r58","doi-asserted-by":"publisher","first-page":"1250","DOI":"10.1111\/aas.2006.50.issue-10","article-title":"Effect of pre-hospital advanced life support with rapid sequence intubation on outcome of severe traumatic brain injury.","volume":"50","author":"Klemen","year":"2006","journal-title":"Acta Anaesthesiol Scand"},{"key":"soi230105r33","first-page":"235","volume-title":"Emergency Medical Services: Clinical Practice and Systems Oversight","author":"Spaite","year":"2009"},{"key":"soi230105r47","doi-asserted-by":"crossref","DOI":"10.1201\/9781315370279","volume-title":"Generalized Additive Models: An Introduction with R","author":"Wood","year":"2017"},{"key":"soi230105r2","unstructured":"US Centers for Disease Control and Prevention. Traumatic Brain Injury & Concussion. Accessed December 30, 2022. https:\/\/www.cdc.gov\/TraumaticBrainInjury\/data\/index.html"},{"key":"soi230105r41","unstructured":"The EPIC Project. Impact of Implementing the EMS Traumatic Brain Injury Treatment Guidelines (EPIC). ClinicalTrials.gov identifier: NCT01339702. Updated August 28, 2018. Accessed November 9, 2021. https:\/\/www.clinicaltrials.gov\/study\/NCT01339702"},{"key":"soi230105r44","unstructured":"US Centers for Disease Control and Prevention. ICD Injury Codes and Matrices. Accessed December 31, 2022. https:\/\/www.cdc.gov\/nchs\/injury\/injury_matrices.htm"}],"container-title":["JAMA Surgery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamasurgery\/articlepdf\/2814241\/jamasurgery_gaither_2024_oi_230105_1711661289.54518.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,10]],"date-time":"2024-04-10T15:02:13Z","timestamp":1712761333000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamasurgery\/fullarticle\/2814241"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,1]]},"references-count":58,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,4,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamasurg.2023.7155","relation":{},"ISSN":["2168-6254"],"issn-type":[{"value":"2168-6254","type":"print"}],"subject":[],"published":{"date-parts":[[2024,4,1]]}}}