<?xml version="1.0" encoding="UTF-8"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-10-19T01:06:26Z</responseDate><request verb="GetRecord" identifier="oai:ebyu-rdlopen.rawdatalibrary.net:ebyu/13400" metadataPrefix="oai_dc">https://ebyu-rdlopen.rawdatalibrary.net/oai/request</request><GetRecord><record><header><identifier>oai:ebyu-rdlopen.rawdatalibrary.net:ebyu/13400</identifier><datestamp>2026-10-18T20:28:14Z</datestamp><setSpec>openaire</setSpec><setSpec>driver</setSpec><setSpec>com_ebyu_10000</setSpec><setSpec>col_ebyu_10001</setSpec></header><metadata><oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><dc:title>Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: The COVIDSurg mortality score</dc:title><dc:creator>Bravo, Laura</dc:creator><dc:creator>Nepogodiev, Dmitri</dc:creator><dc:creator>Glasbey, James C.</dc:creator><dc:creator>Li, Elizabeth</dc:creator><dc:creator>Simoes, Joana F.F.</dc:creator><dc:creator>Kamarajah, Sivesh K.</dc:creator><dc:creator>Picciochi, Maria</dc:creator><dc:creator>Abbott, Tom E.F.</dc:creator><dc:creator>Ademuyiwa, Adesoji O.</dc:creator><dc:creator>Arnaud, Alexis P.</dc:creator><dc:creator>Agarwal, Arnav</dc:creator><dc:creator>Brar, Amanpreet</dc:creator><dc:creator>Elhadi, Muhammed</dc:creator><dc:creator>Mazingi, Dennis</dc:creator><dc:creator>Cardoso, Victor Roth</dc:creator><dc:creator>Lawday, Samuel</dc:creator><dc:creator>Sayyed, Raza</dc:creator><dc:creator>Omar, Omar M.</dc:creator><dc:creator>de la Madina, Antonio Ramos</dc:creator><dc:creator>Slater, Luke</dc:creator><dc:creator>Venn, Mary L.</dc:creator><dc:creator>Gkoutos, Georgios</dc:creator><dc:creator>Bhangu, Aneel</dc:creator><dc:creator>Karwath, Andreas</dc:creator><dc:creator>Siaw-Acheampong, Kwabena</dc:creator><dc:creator>Argus, Leah</dc:creator><dc:creator>Chaudhry, Daoud</dc:creator><dc:creator>Dawson, Brett E.</dc:creator><dc:creator>Gujjuri, Rohan R.</dc:creator><dc:creator>Jones, Conor S.</dc:creator><dc:creator>Khatri, Chetan</dc:creator><dc:creator>Keatley, James M.</dc:creator><dc:creator>Mann, Harvinder</dc:creator><dc:creator>Marson, Ella J.</dc:creator><dc:creator>Mclean, Kenneth A.</dc:creator><dc:creator>Taylor, Elliott H.</dc:creator><dc:creator>Tiwari, Abhinav</dc:creator><dc:creator>Trout, Isobel M.</dc:creator><dc:creator>Wilkin, R.</dc:creator><dc:creator>Dajti, Irida</dc:creator><dc:creator>Gjata, Arben</dc:creator><dc:creator>Boccalatte, Luis</dc:creator><dc:creator>Modolo, Maria Marta</dc:creator><dc:creator>Cox, Daniel</dc:creator><dc:creator>Pockney, Peter</dc:creator><dc:creator>Townend, Philip</dc:creator><dc:creator>Aigner, Felix</dc:creator><dc:creator>Kronberger, Irmgard</dc:creator><dc:creator>Hossain, Kamral</dc:creator><dc:creator>VanRamshorst, Gabrielle</dc:creator><dc:subject>algorithm</dc:subject><dc:subject>Article</dc:subject><dc:subject>cohort analysis</dc:subject><dc:subject>controlled study</dc:subject><dc:subject>coronavirus disease 2019</dc:subject><dc:subject>diagnostic test accuracy study</dc:subject><dc:subject>feature selection</dc:subject><dc:subject>human</dc:subject><dc:subject>machine learning</dc:subject><dc:subject>mortality</dc:subject><dc:subject>multicenter study</dc:subject><dc:subject>outcome assessment</dc:subject><dc:subject>prediction</dc:subject><dc:subject>prospective study</dc:subject><dc:subject>receiver operating characteristic</dc:subject><dc:subject>risk</dc:subject><dc:subject>Severe acute respiratory syndrome coronavirus 2</dc:subject><dc:subject>validation study</dc:subject><dc:publisher>Oxford University Press</dc:publisher><dc:date>2021</dc:date><dc:type>Article</dc:type><dc:identifier>https://rdlopen.rawdatalibrary.net/r/ebyu/13400</dc:identifier><dc:identifier>https://doi.org/10.1093/bjs/znab183</dc:identifier><dc:identifier>0007-1323</dc:identifier><dc:language>en</dc:language><dc:relation>British Journal of Surgery</dc:relation><dc:rights>info:eu-repo/semantics/openAccess</dc:rights><dc:type>info:eu-repo/semantics/article</dc:type><dc:identifier>https://ebyu-rdlopen.rawdatalibrary.net/tr/items/ebyu/13400</dc:identifier></oai_dc:dc></metadata></record></GetRecord></OAI-PMH>