{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T09:25:38Z","timestamp":1781774738192,"version":"3.54.5"},"reference-count":25,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Accident Analysis &amp; Prevention"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1016\/j.aap.2016.09.028","type":"journal-article","created":{"date-parts":[[2016,10,21]],"date-time":"2016-10-21T23:42:15Z","timestamp":1477093335000},"page":"266-276","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":45,"special_numbering":"C","title":["Serious injury prediction algorithm based on large-scale data and under-triage control"],"prefix":"10.1016","volume":"98","author":[{"given":"Tetsuya","family":"Nishimoto","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kosuke","family":"Mukaigawa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shigeru","family":"Tominaga","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nils","family":"Lubbe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toru","family":"Kiuchi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tomokazu","family":"Motomura","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hisashi","family":"Matsumoto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.aap.2016.09.028_bib0005","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1111\/j.1651-2227.2006.00178.x","article-title":"Understanding diagnostic tests 3: receiver operating characteristic curves","volume":"96","author":"Akobeng","year":"2007","journal-title":"Acta Paediatr."},{"key":"10.1016\/j.aap.2016.09.028_bib0010","first-page":"139","article-title":"Injuries in near-side Collisions","volume":"43","author":"Augenstein","year":"1999","journal-title":"Annu. Proc. Assoc. Adv. Automot. Med."},{"key":"10.1016\/j.aap.2016.09.028_bib0015","series-title":"SAE Technical Paper 2006-01-0675","article-title":"A more effective post-crash safety feature to improve the medical outcome of injured occupants","author":"Augenstein","year":"2006"},{"key":"10.1016\/j.aap.2016.09.028_bib0020","first-page":"223","article-title":"Influence of injury risk thresholds on the performance of an algorithm to predict crashes with serious injuries","volume":"56","author":"Bahouth","year":"2012","journal-title":"Ann. Adv. Automot. Med."},{"key":"10.1016\/j.aap.2016.09.028_bib0025","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/j.aap.2015.04.032","article-title":"On scene injury severity prediction (OSISP) algorithm for car occupants","volume":"81","author":"Buendia","year":"2015","journal-title":"Accid. Anal. Prev."},{"issue":"1","key":"10.1016\/j.aap.2016.09.028_bib0030","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1097\/00005373-199601000-00009","article-title":"Improved predictions from a severity characterization of trauma (ASCOT) over trauma and injury severity score (TRISS): results of an independent evaluation","volume":"40","author":"Champion","year":"1996","journal-title":"J. Trauma"},{"issue":"3","key":"10.1016\/j.aap.2016.09.028_bib0035","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1097\/TA.0000000000000091","article-title":"Validation of prehospital trauma triage criteria for motor vehicle collisions","volume":"76","author":"Davidson","year":"2014","journal-title":"J. Trauma Acute Care Surg."},{"key":"10.1016\/j.aap.2016.09.028_bib0040","unstructured":"FDMA, 2014. FDMA white paper 2014. Fire and Disaster Management Agency of the Ministry of Internal Affairs and Communications in Japan."},{"key":"10.1016\/j.aap.2016.09.028_bib0045","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1007\/s00134-003-1761-8","article-title":"A readers\u2019 guide to the interpretation of diagnostic test properties: clinical example of sepsis","volume":"29","author":"Fischer","year":"2003","journal-title":"Intensive Care Med."},{"issue":"6","key":"10.1016\/j.aap.2016.09.028_bib0050","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1097\/00005373-200006000-00006","article-title":"Prehospital hypotension as a valid indicator of trauma team activation","volume":"48","author":"Franklin","year":"2000","journal-title":"J. Trauma"},{"key":"10.1016\/j.aap.2016.09.028_bib0055","unstructured":"Gerberding, J.L., Falk, H., Arias, I., Hunt, R.C., 2008. Advanced Automatic Collision Notification and Triage of the Injured Patient. 1\u201312."},{"key":"10.1016\/j.aap.2016.09.028_bib0060","series-title":"Trauma","first-page":"57","article-title":"Trauma systems, triage, and transport","author":"Hoyt","year":"2008"},{"issue":"10","key":"10.1016\/j.aap.2016.09.028_bib0065","first-page":"403","article-title":"Kinematics of automobile collision\u2014analytical formulas for one dimensional impact","volume":"12","author":"Ishikawa","year":"1990","journal-title":"JARI Res. J."},{"key":"10.1016\/j.aap.2016.09.028_bib0070","unstructured":"JAMA-ITARDA, 2010, Research for improve accuracy of side crash velocity and delta-V. ITARDA 22-05."},{"key":"10.1016\/j.aap.2016.09.028_bib0075","unstructured":"JAMA-ITARDA, 2011, Research for improve accuracy of frontal and rear crash velocity and delta-V. ITARDA 23-04."},{"key":"10.1016\/j.aap.2016.09.028_bib0080","unstructured":"Josten, C., Siebert, H., Ruchholtz, S., 2012. Whitebook Medical Care of the Severely Injured 2nd revised and updated edition. 1\u201363."},{"key":"10.1016\/j.aap.2016.09.028_bib0085","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.aap.2010.07.018","article-title":"Identification and validation of a logistic regression model for predicting serious injuries associated with motor vehicle crashes","volume":"43","author":"Kononen","year":"2011","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.aap.2016.09.028_bib0090","article-title":"Injury estimation for advanced automatic collision notification (AACN) in Germany","author":"Lubbe","year":"2013","journal-title":"ESAR Conference"},{"key":"10.1016\/j.aap.2016.09.028_bib0095","series-title":"SAE Technical Paper 970393","doi-asserted-by":"crossref","DOI":"10.4271\/970393","article-title":"Relationships between crash casualties and crash attributes","author":"Malliaris","year":"1997"},{"issue":"RR-1","key":"10.1016\/j.aap.2016.09.028_bib0100","first-page":"1","article-title":"Guidelines for field triage of injured patients: recommendations of the national expert panel on field triage","volume":"58","author":"Sasser","year":"2009","journal-title":"Morb. Mortal. Wkly. Rep."},{"issue":"1","key":"10.1016\/j.aap.2016.09.028_bib0105","first-page":"1","article-title":"Guidelines for field triage of injured patients: recommendations of the national expert panel on field triage","volume":"61","author":"Sasser","year":"2012","journal-title":"Morb. Mortal. Wkly. Rep."},{"key":"10.1016\/j.aap.2016.09.028_bib0110","doi-asserted-by":"crossref","first-page":"480","DOI":"10.1111\/j.1742-6723.2005.00780.x","article-title":"Difference in trauma team activation criteria between hospitals within the same region","volume":"17","author":"Smith","year":"2005","journal-title":"Emerg. Med. Australas."},{"issue":"6","key":"10.1016\/j.aap.2016.09.028_bib0115","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1097\/00005373-200206000-00022","article-title":"Validation of new trauma triage rules for trauma attending response to the emergency department","volume":"52","author":"Tinkoff","year":"2002","journal-title":"J. Trauma"},{"issue":"2","key":"10.1016\/j.aap.2016.09.028_bib0120","first-page":"275","article-title":"Injury prediction model for automatic collision notification based on Japanese accident data","volume":"43","author":"Yoshida","year":"2012","journal-title":"Int. J. Automot. Eng."},{"key":"10.1016\/j.aap.2016.09.028_bib0125","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1016\/j.aap.2013.08.020","article-title":"Prediction of thoracic injury severity in frontal impacts by selected anatomical variable through model-averaged logistic regression approach","volume":"60","author":"Zhang","year":"2013","journal-title":"Accid. Anal. Prev."}],"container-title":["Accident Analysis &amp; Prevention"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S000145751630358X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S000145751630358X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T05:28:30Z","timestamp":1536298110000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S000145751630358X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":25,"alternative-id":["S000145751630358X"],"URL":"https:\/\/doi.org\/10.1016\/j.aap.2016.09.028","relation":{},"ISSN":["0001-4575"],"issn-type":[{"value":"0001-4575","type":"print"}],"subject":[],"published":{"date-parts":[[2017,1]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Serious injury prediction algorithm based on large-scale data and under-triage control","name":"articletitle","label":"Article Title"},{"value":"Accident Analysis & Prevention","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.aap.2016.09.028","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2016 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}