{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T12:18:06Z","timestamp":1777983486437,"version":"3.51.4"},"reference-count":30,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T00:00:00Z","timestamp":1764115200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Anaesthesia Critical Care &amp; Pain Medicine"],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1016\/j.accpm.2025.101707","type":"journal-article","created":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T16:14:08Z","timestamp":1764260048000},"page":"101707","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"title":["Mortality associated with the perioperative management of patients with proximal femur fractures: A machine learning prediction model"],"prefix":"10.1016","volume":"45","author":[{"given":"Thibaud","family":"Rocco","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fran\u00e7ois","family":"Antonini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thibaut","family":"Florant","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernard","family":"Lassale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arthur","family":"Malet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivier","family":"Sanzeri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"St\u00e9phanie","family":"Durieux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alis\u00e9e","family":"Delbrel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lucia","family":"Natale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin","family":"Blondel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sol\u00e8ne","family":"Prost","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Romain","family":"Ambrosino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Damien","family":"Lami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christophe","family":"Jacquet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bruno","family":"Past\u00e8ne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carole","family":"Bechis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marion","family":"Poirier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laura","family":"Kubacsi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xavier","family":"Flecher","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marie","family":"Le Baron","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sylvain","family":"Takerkart","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geoffray","family":"Agard","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lionel","family":"Velly","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc","family":"Leone","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierre","family":"Simeone","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.accpm.2025.101707_bib0005","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.anrea.2018.12.002","article-title":"Recommandation sur l\u2019anesth\u00e9sie du sujet \u00e2g\u00e9: l\u2019exemple de fracture de l\u2019extr\u00e9mit\u00e9 sup\u00e9rieure du f\u00e9mur","volume":"5","author":"Aubrun","year":"2019","journal-title":"Anesth R\u00e9anim"},{"key":"10.1016\/j.accpm.2025.101707_bib0010","unstructured":"guideline CG124 N. Hip fracture: management (update) 2023."},{"key":"10.1016\/j.accpm.2025.101707_bib0015","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1007\/s00198-012-2034-6","article-title":"Direct health-care costs attributed to hip fractures among seniors: a matched cohort study","volume":"24","author":"Nikitovic","year":"2013","journal-title":"Osteoporos Int"},{"key":"10.1016\/j.accpm.2025.101707_bib0020","doi-asserted-by":"crossref","first-page":"1673","DOI":"10.2106\/00004623-200309000-00004","article-title":"Internal fixation compared with arthroplasty for displaced fractures of the femoral neck: a meta-analysis","volume":"85","author":"Bhandari","year":"2003","journal-title":"J Bone Joint Surg Am"},{"key":"10.1016\/j.accpm.2025.101707_bib0025","doi-asserted-by":"crossref","DOI":"10.1136\/bmj.c2332","article-title":"Primary total hip arthroplasty versus hemiarthroplasty for displaced intracapsular hip fractures in older patients: systematic review","volume":"340","author":"Hopley","year":"2010","journal-title":"BMJ"},{"key":"10.1016\/j.accpm.2025.101707_bib0030","doi-asserted-by":"crossref","first-page":"1837","DOI":"10.1016\/j.arth.2019.03.070","article-title":"Hemiarthroplasty vs total hip arthroplasty for the management of displaced neck of femur fractures: a systematic review and meta-analysis","volume":"34","author":"Lewis","year":"2019","journal-title":"J Arthroplasty"},{"key":"10.1016\/j.accpm.2025.101707_bib0035","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1080\/17453674.2019.1690339","article-title":"More hip complications after total hip arthroplasty than after hemiarthroplasty as hip fracture treatment: analysis of 5,815 matched pairs in the Swedish hip arthroplasty register","volume":"91","author":"Hansson","year":"2020","journal-title":"Acta Orthop"},{"key":"10.1016\/j.accpm.2025.101707_bib0040","first-page":"277","article-title":"Hemodynamic complications of cemented hip arthroplasty","volume":"23","author":"Arce","year":"2009","journal-title":"Acta Ortop Mex"},{"key":"10.1016\/j.accpm.2025.101707_bib0045","doi-asserted-by":"crossref","first-page":"1609","DOI":"10.1503\/cmaj.092220","article-title":"Effect of early surgery after hip fracture on mortality and complications: systematic review and meta-analysis","volume":"182","author":"Simunovic","year":"2010","journal-title":"CMAJ"},{"key":"10.1016\/j.accpm.2025.101707_bib0055","series-title":"Apache solr: an introduction","first-page":"1","author":"Shahi","year":"2015"},{"key":"10.1016\/j.accpm.2025.101707_bib0060","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1177\/1120700019835160","article-title":"Causes of in-hospital mortality after hip fractures in the elderly","volume":"30","author":"Groff","year":"2020","journal-title":"Hip Int"},{"key":"10.1016\/j.accpm.2025.101707_bib0065","doi-asserted-by":"crossref","first-page":"2462","DOI":"10.1111\/os.13417","article-title":"Mortality and related risk factors of fragile hip fracture","volume":"14","author":"Wang","year":"2022","journal-title":"Orthop Surgy"},{"key":"10.1016\/j.accpm.2025.101707_bib0070","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13018-019-1226-6","article-title":"Mortality after osteoporotic hip fracture: incidence, trends, and associated factors","volume":"14","author":"Guzon-Illescas","year":"2019","journal-title":"J Orthop Surg Res"},{"key":"10.1016\/j.accpm.2025.101707_bib0075","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1007\/s00198-020-05768-4","article-title":"Social deprivation predicts adverse health outcomes after hospital admission with hip fracture in England","volume":"32","author":"Patel","year":"2021","journal-title":"Osteoporos Int"},{"key":"10.1016\/j.accpm.2025.101707_bib0080","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1111\/anae.15291","article-title":"Guideline for the management of hip fractures 2020: guideline by the association of anaesthetists","volume":"76","author":"Griffiths","year":"2021","journal-title":"Anaesthesia"},{"key":"10.1016\/j.accpm.2025.101707_bib0085","doi-asserted-by":"crossref","first-page":"16849","DOI":"10.1038\/s41598-023-43790-8","article-title":"Reduced mortality associated to cementless total hip arthroplasty in femoral neck fracture","volume":"13","author":"Pangaud","year":"2023","journal-title":"Sci Rep"},{"key":"10.1016\/j.accpm.2025.101707_bib0090","doi-asserted-by":"crossref","first-page":"3627","DOI":"10.1016\/j.arth.2020.07.006","article-title":"Increased mortality with the use of cementless fixation for femoral neck fractures: analysis of 5883 hip arthroplasty cases","volume":"35","author":"Richardson","year":"2020","journal-title":"J Arthroplasty"},{"key":"10.1016\/j.accpm.2025.101707_bib0095","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1097\/EJA.0000000000000202","article-title":"PREPARE: the prevalence of perioperative anaemia and need for patient blood management in elective orthopaedic surgery","volume":"32","author":"Lasocki","year":"2015","journal-title":"Eur J Anaesthesiol"},{"key":"10.1016\/j.accpm.2025.101707_bib0100","article-title":"Interventions for reducing red blood cell transfusion in adults undergoing hip fracture surgery: an overview of systematic reviews","volume":"2023","author":"Lewis","year":"2023","journal-title":"Cochrane Database Syst Rev"},{"key":"10.1016\/j.accpm.2025.101707_bib0105","doi-asserted-by":"crossref","first-page":"e747","DOI":"10.1016\/S2352-3026(23)00163-1","article-title":"Ferric derisomaltose and tranexamic acid, combined or alone, for reducing blood transfusion in patients with hip fracture (the HiFIT trial): a multicentre, 2 \u00d7 2 factorial, randomised, double-blind, controlled trial","volume":"10","author":"Lasocki","year":"2023","journal-title":"Lancet Haematol"},{"issue":"6","key":"10.1016\/j.accpm.2025.101707_bib0110","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1007\/s13546-017-1310-z","article-title":"Insuffisance r\u00e9nale aigu\u00eb en p\u00e9riop\u00e9ratoire et en r\u00e9animation (\u00e0 l\u2019exclusion des techniques d\u2019\u00e9puration extrar\u00e9nale)","volume":"26","author":"RFE commune SFAR\u2014SRLF","year":"2017","journal-title":"M\u00e9d Intensive R\u00e9a"},{"key":"10.1016\/j.accpm.2025.101707_bib0115","first-page":"1","article-title":"Hip fracture and mortality: study of specific causes of death and risk factors","volume":"16","author":"Barcel\u00f3","year":"2021","journal-title":"Arch Osteoporos"},{"key":"10.1016\/j.accpm.2025.101707_bib0120","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1001\/jama.2010.1013","article-title":"Delirium in elderly patients and the risk of postdischarge mortality, institutionalization, and dementia: a meta-analysis","volume":"304","author":"Witlox","year":"2010","journal-title":"JAMA"},{"key":"10.1016\/j.accpm.2025.101707_bib0125","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1038\/s41582-022-00698-7","article-title":"The inter-relationship between delirium and dementia: the importance of delirium prevention","volume":"18","author":"Fong","year":"2022","journal-title":"Nat Rev Neurol"},{"key":"10.1016\/j.accpm.2025.101707_bib0130","doi-asserted-by":"crossref","first-page":"981","DOI":"10.1056\/NEJMp1714229","article-title":"Implementing machine learning in health care - addressing ethical challenges","volume":"378","author":"Char","year":"2018","journal-title":"N Engl J Med"},{"key":"10.1016\/j.accpm.2025.101707_bib0135","first-page":"115:1","article-title":"A survey on bias and fairness in machine learning","volume":"54","author":"Mehrabi","year":"2021","journal-title":"ACM Comput Surv"},{"key":"10.1016\/j.accpm.2025.101707_bib0140","series-title":"Artificial intelligence in software as a medical device","year":"2025"},{"key":"10.1016\/j.accpm.2025.101707_bib0145","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1186\/s12916-019-1426-2","article-title":"Key challenges for delivering clinical impact with artificial intelligence","volume":"17","author":"Kelly","year":"2019","journal-title":"BMC Med"},{"key":"10.1016\/j.accpm.2025.101707_bib0150","doi-asserted-by":"crossref","first-page":"1346","DOI":"10.1001\/jama.2017.14172","article-title":"Effect of individualized vs standard blood pressure management strategies on postoperative organ dysfunction among high-risk patients undergoing major surgery: a randomized clinical trial","volume":"318","author":"Futier","year":"2017","journal-title":"JAMA"},{"key":"10.1016\/j.accpm.2025.101707_bib0155","first-page":"781","article-title":"The impact of postoperative pain on the development of postoperative delirium","volume":"86","author":"Lynch","year":"1998","journal-title":"Anesth Analg"}],"container-title":["Anaesthesia Critical Care &amp; Pain Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2352556825002395?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2352556825002395?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T11:23:16Z","timestamp":1777980196000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2352556825002395"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":30,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2026,5]]}},"alternative-id":["S2352556825002395"],"URL":"https:\/\/doi.org\/10.1016\/j.accpm.2025.101707","relation":{},"ISSN":["2352-5568"],"issn-type":[{"value":"2352-5568","type":"print"}],"subject":[],"published":{"date-parts":[[2026,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Mortality associated with the perioperative management of patients with proximal femur fractures: A machine learning prediction model","name":"articletitle","label":"Article Title"},{"value":"Anaesthesia Critical Care & Pain Medicine","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.accpm.2025.101707","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 The Author(s). Published by Elsevier Masson SAS on behalf of Soci\u00e9t\u00e9 Fran\u00e7aise d'Anesth\u00e9sie et de R\u00e9animation (SFAR).","name":"copyright","label":"Copyright"}],"article-number":"101707"}}