{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,17]],"date-time":"2026-10-17T10:43:17Z","timestamp":1792233797849,"version":"4.4.0"},"reference-count":13,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T00:00:00Z","timestamp":1788998400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","jacc.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["JACC: Case Reports"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1016\/j.jaccas.2026.110618","type":"journal-article","created":{"date-parts":[[2026,10,17]],"date-time":"2026-10-17T09:56:49Z","timestamp":1792231009000},"page":"110618","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"title":["Validation of an Electronic Health Record Model for Unplanned Readmission in Patients With Heart Failure"],"prefix":"10.1016","author":[{"given":"Kaitlyn","family":"Withers","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zachary","family":"Wright","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Herrington","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"Rigdon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Priyesh","family":"Patel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0313-9254","authenticated-orcid":false,"given":"Oguz","family":"Akbilgic","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brian","family":"White","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ibrahim","family":"Karabayir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olivia","family":"Gilbert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.jaccas.2026.110618_bib1","first-page":"157","article-title":"Burden of hospitalization for heart failure in the United States: a systematic literature review","volume":"28","author":"Osenenko","year":"2022","journal-title":"J Manag Care Spec Pharm"},{"issue":"11","key":"10.1016\/j.jaccas.2026.110618_bib2","doi-asserted-by":"crossref","first-page":"1219","DOI":"10.1007\/s40273-020-00952-0","article-title":"A systematic review of medical costs associated with heart failure in the USA (2014-2020)","volume":"38","author":"Urbich","year":"2020","journal-title":"Pharmacoeconomics"},{"issue":"8","key":"10.1016\/j.jaccas.2026.110618_bib3","doi-asserted-by":"crossref","first-page":"e2119346","DOI":"10.1001\/jamanetworkopen.2021.19346","article-title":"Interventions to improve communication at Hospital discharge and rates of readmission: a systematic review and meta-analysis","volume":"4","author":"Becker","year":"2021","journal-title":"JAMA Netw Open"},{"issue":"11","key":"10.1016\/j.jaccas.2026.110618_bib4","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2025.41272","article-title":"Outpatient follow-up and 30-day readmissions: a systematic review and meta-analysis","volume":"8","author":"Balasubramanian","year":"2025","journal-title":"JAMA Netw Open"},{"issue":"5","key":"10.1016\/j.jaccas.2026.110618_bib5","doi-asserted-by":"crossref","first-page":"e14188","DOI":"10.1111\/jep.14188","article-title":"Decreasing 30-day hospital readmissions by addressing social determinants of health using a bundled discharge approach: an evidence-based practice project recommendations","volume":"31","author":"Jacob","year":"2025","journal-title":"J Eval Clin Pract"},{"issue":"7","key":"10.1016\/j.jaccas.2026.110618_bib6","doi-asserted-by":"crossref","first-page":"e2222056","DOI":"10.1001\/jamanetworkopen.2022.22056","article-title":"Association of early physician follow-up with readmission among patients hospitalized for acute myocardial infarction, congestive heart failure, or chronic obstructive pulmonary disease","volume":"5","author":"Saxena","year":"2022","journal-title":"JAMA Netw Open"},{"key":"10.1016\/j.jaccas.2026.110618_bib7","series-title":"American College of Cardiology Quality Summit","article-title":"The development of an automated risk stratification tool to identify 30-day readmissions after a heart failure hospitalization","author":"K","year":"2023"},{"key":"10.1016\/j.jaccas.2026.110618_bib8","first-page":"n71","author":"Page","year":"2021","journal-title":"The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ"},{"issue":"6","key":"10.1016\/j.jaccas.2026.110618_bib9","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1002\/sim.9932","article-title":"A comparison of hyperparameter tuning procedures for clinical prediction models: a simulation study","volume":"43","author":"Dunias","year":"2024","journal-title":"Stat Med"},{"issue":"1","key":"10.1016\/j.jaccas.2026.110618_bib10","doi-asserted-by":"crossref","first-page":"e2035782","DOI":"10.1001\/jamanetworkopen.2020.35782","article-title":"Development of electronic health record\u2013based prediction models for 30-day readmission risk among patients hospitalized for acute myocardial infarction","volume":"4","author":"Matheny","year":"2021","journal-title":"JAMA Netw Open"},{"issue":"2","key":"10.1016\/j.jaccas.2026.110618_bib11","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1002\/clc.23532","article-title":"Predicting 90 day acute heart failure readmission and death using machine learning-supported decision analysis","volume":"44","author":"Sarijaloo","year":"2021","journal-title":"Clin Cardiol"},{"issue":"3","key":"10.1016\/j.jaccas.2026.110618_bib12","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.mayocpiqo.2022.04.002","article-title":"Predictive model for heart failure readmission using nationwide readmissions database","volume":"6","author":"Zheng","year":"2022","journal-title":"Mayo Clin Proc Innov Qual Outcomes"},{"issue":"7","key":"10.1016\/j.jaccas.2026.110618_bib13","first-page":"e013823","article-title":"Big data and trustworthy AI for heart failure: a review","volume":"9","author":"Perramon-Llussa","year":"2026","journal-title":"Circ Heart Failure"}],"container-title":["JACC: Case Reports"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2666084926037794?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2666084926037794?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,10,17]],"date-time":"2026-10-17T09:56:50Z","timestamp":1792231010000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2666084926037794"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":13,"alternative-id":["S2666084926037794"],"URL":"https:\/\/doi.org\/10.1016\/j.jaccas.2026.110618","relation":{},"ISSN":["2666-0849"],"issn-type":[{"value":"2666-0849","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Validation of an Electronic Health Record Model for Unplanned Readmission in Patients With Heart Failure","name":"articletitle","label":"Article Title"},{"value":"JACC: Case Reports","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jaccas.2026.110618","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Published by Elsevier on behalf of the American College of Cardiology Foundation.","name":"copyright","label":"Copyright"}],"article-number":"110618"}}