{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T05:07:18Z","timestamp":1781154438958,"version":"3.54.1"},"reference-count":33,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,6,2]],"date-time":"2025-06-02T00:00:00Z","timestamp":1748822400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100008429","name":"University of California San Francisco School of Dentistry","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008429","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Dentistry"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1016\/j.jdent.2025.105865","type":"journal-article","created":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T12:40:26Z","timestamp":1749213626000},"page":"105865","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":3,"special_numbering":"C","title":["Assessing the readiness of dental electronic health records for machine learning prediction of procedure outcomes: Insights from the bigmouth repository on composite and amalgam restoration survival rates"],"prefix":"10.1016","volume":"160","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3422-5091","authenticated-orcid":false,"given":"Hend","family":"Alqaderi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hesham","family":"Alhazmi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6648-914X","authenticated-orcid":false,"given":"Lauren","family":"Gritzer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7559-6103","authenticated-orcid":false,"given":"Narjes","family":"Bencheikh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mary","family":"Tavares","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jay","family":"Patel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Athanasios","family":"Zavras","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"7","key":"10.1016\/j.jdent.2025.105865_bib0001","article-title":"Transforming dental caries diagnosis through artificial intelligence-based techniques","volume":"15","author":"Anil","year":"2023","journal-title":"Cureus"},{"issue":"1","key":"10.1016\/j.jdent.2025.105865_bib0002","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1038\/s41746-023-00768-0","article-title":"Automating the overburdened clinical coding system: challenges and next steps","volume":"6","author":"Venkatesh","year":"2023","journal-title":"NPJ Digit. Med."},{"issue":"4","key":"10.1016\/j.jdent.2025.105865_bib0003","doi-asserted-by":"crossref","first-page":"596","DOI":"10.3174\/ajnr.A4696","article-title":"ICD-10: history and context","volume":"37","author":"Hirsch","year":"2016","journal-title":"Am. J. Neuroradiol."},{"issue":"5","key":"10.1016\/j.jdent.2025.105865_bib0004","doi-asserted-by":"crossref","first-page":"605","DOI":"10.1002\/j.0022-0337.2011.75.5.tb05086.x","article-title":"Evaluating a dental diagnostic terminology in an electronic health record","volume":"75","author":"White","year":"2011","journal-title":"J. Dent. Educ."},{"issue":"5","key":"10.1016\/j.jdent.2025.105865_bib0005","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.adaj.2017.01.024","article-title":"Adoption of dental innovations: the case of a standardized dental diagnostic terminology","volume":"148","author":"Ramoni","year":"2017","journal-title":"J. Am. Dent. Assoc."},{"key":"10.1016\/j.jdent.2025.105865_bib0006","first-page":"1","article-title":"Classifying unstructured clinical notes via automatic weak supervision","volume":"182","author":"Gao","year":"2022","journal-title":"Mach. Learn. Healthc."},{"issue":"8","key":"10.1016\/j.jdent.2025.105865_bib0007","doi-asserted-by":"crossref","first-page":"327","DOI":"10.53469\/jcmp.2024.06(08).67","article-title":"Natural language processing - based structured data extraction from unstructured clinical notes","volume":"6","author":"More","year":"2024","journal-title":"J. Contemp. Med. Pract."},{"issue":"6","key":"10.1016\/j.jdent.2025.105865_bib0008","doi-asserted-by":"crossref","first-page":"1136","DOI":"10.1136\/amiajnl-2013-002230","article-title":"BigMouth: a multi-institutional dental data repository","volume":"21","author":"Walji","year":"2014","journal-title":"J Am Med Inf. Assoc"},{"issue":"4","key":"10.1016\/j.jdent.2025.105865_bib0009","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1093\/jamia\/ocac001","article-title":"BigMouth: development and maintenance of a successful dental data repository","volume":"29","author":"Walji","year":"2022","journal-title":"J. Am. Med. Inf. Assoc."},{"issue":"6","key":"10.1016\/j.jdent.2025.105865_bib0010","doi-asserted-by":"crossref","first-page":"1136","DOI":"10.1136\/amiajnl-2013-002230","article-title":"BigMouth: a multi-institutional dental data repository","volume":"21","author":"Walji","year":"2014","journal-title":"J. Am. Med. Inform. Assoc."},{"issue":"Suppl 1","key":"10.1016\/j.jdent.2025.105865_bib0011","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1111\/ocr.12655","article-title":"Informatics approaches to improve the quality of dental care","volume":"26","author":"Walji","year":"2023","journal-title":"Orthod. Craniofac. Res."},{"issue":"3","key":"10.1016\/j.jdent.2025.105865_bib0012","doi-asserted-by":"crossref","first-page":"1669","DOI":"10.1007\/s10586-020-03112-3","article-title":"Teeth infection and fatigue prediction using optimized neural networks and big data analytic tool","volume":"23","author":"Hashem","year":"2020","journal-title":"Clust. Comput"},{"issue":"6","key":"10.1016\/j.jdent.2025.105865_bib0013","doi-asserted-by":"crossref","first-page":"775","DOI":"10.14219\/jada.archive.2007.0265","article-title":"Survival and reasons for failure of amalgam versus composite posterior restorations placed in a randomized clinical trial","volume":"138","author":"Bernardo","year":"2007","journal-title":"J. Am. Dent. Assoc."},{"issue":"9","key":"10.1016\/j.jdent.2025.105865_bib0014","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1016\/j.jdent.2015.06.005","article-title":"Amalgam and resin composite longevity of posterior restorations: a systematic review and meta-analysis","volume":"43","author":"Moraschini","year":"2015","journal-title":"J. Dent."},{"key":"10.1016\/j.jdent.2025.105865_bib0015","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/j.scitotenv.2013.10.115","article-title":"The Minamata convention on mercury: attempting to address the global controversy of dental amalgam use and mercury waste disposal","volume":"472","author":"Mackey","year":"2014","journal-title":"Sci. Total Environ."},{"issue":"2","key":"10.1016\/j.jdent.2025.105865_bib0016","doi-asserted-by":"crossref","first-page":"1228","DOI":"10.3390\/ma3021228","article-title":"Resin composite filling","volume":"3","author":"Chan","year":"2010","journal-title":"Mater."},{"issue":"8","key":"10.1016\/j.jdent.2025.105865_bib0017","article-title":"Direct composite resin fillings versus amalgam fillings for permanent posterior teeth","author":"Worthington","year":"2021","journal-title":"Cochrane Database Syst. Rev."},{"issue":"4","key":"10.1016\/j.jdent.2025.105865_bib0018","article-title":"Five-year clinical performance of complex class ii resin composite and amalgam restorations-a retrospective study","volume":"11","author":"Santos","year":"2023","journal-title":"Dent J (Basel)"},{"issue":"6","key":"10.1016\/j.jdent.2025.105865_bib0019","doi-asserted-by":"crossref","first-page":"583","DOI":"10.14219\/jada.archive.2013.0169","article-title":"A 24-month evaluation of amalgam and resin-based composite restorations: findings from The National Dental Practice-Based Research Network","volume":"144","author":"McCracken","year":"2013","journal-title":"J. Am. Dent. Assoc."},{"issue":"Suppl 2","key":"10.1016\/j.jdent.2025.105865_bib0020","doi-asserted-by":"crossref","first-page":"e071","DOI":"10.1590\/1807-3107bor-2020.vol34.0071","article-title":"Practice based research in dentistry: an alternative to deal with clinical questions","volume":"34","author":"Demarco","year":"2020","journal-title":"Braz. Oral. Res."},{"issue":"6","key":"10.1016\/j.jdent.2025.105865_bib0021","article-title":"Smart smile: revolutionizing dentistry with artificial intelligence","volume":"15","author":"Dhopte","year":"2023","journal-title":"Cureus"},{"key":"10.1016\/j.jdent.2025.105865_bib0022","unstructured":"Big mouth dental data repository- UTHEALTH Houston. 2008. uth.edu\/bigmouth\/ (Accessed 21 June 2024)."},{"issue":"10","key":"10.1016\/j.jdent.2025.105865_bib0023","doi-asserted-by":"crossref","first-page":"3899","DOI":"10.18203\/2394-6040.ijcmph20233129","article-title":"The impact of occlusal forces on the longevity of restorations","volume":"10","author":"Asaad","year":"2023","journal-title":"Int. J. Community Med. Public Health"},{"key":"10.1016\/j.jdent.2025.105865_bib0024","doi-asserted-by":"crossref","first-page":"2405","DOI":"10.1007\/s10815-020-01908-1","article-title":"Machine learning vs. classic statistics for the prediction of IVF outcomes","volume":"37","author":"Barnett-Itzhaki","year":"2020","journal-title":"J. Assist. Reprod. Genet."},{"issue":"3","key":"10.1016\/j.jdent.2025.105865_bib0025","doi-asserted-by":"crossref","first-page":"225","DOI":"10.4103\/0971-6580.103652","article-title":"Release and toxicity of dental resin composite","volume":"19","author":"Gupta","year":"2012","journal-title":"Toxicol. Int."},{"issue":"4","key":"10.1016\/j.jdent.2025.105865_bib0026","doi-asserted-by":"crossref","first-page":"579","DOI":"10.4012\/dmj.2018-163","article-title":"Effects of dental composite resin monomers on dental pulp cells","volume":"38","author":"Schneider","year":"2019","journal-title":"Dent. Mater. J."},{"key":"10.1016\/j.jdent.2025.105865_bib0027","series-title":"E. National Academies of Sciences, and Medicine, Committee on Diagnostic Error in Health Care","year":"2015"},{"issue":"1","key":"10.1016\/j.jdent.2025.105865_bib0028","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1186\/s12920-016-0183-8","article-title":"Building towards precision medicine: empowering medical professionals for the next revolution","volume":"9","author":"McGrath","year":"2016","journal-title":"BMC Med. Genom."},{"key":"10.1016\/j.jdent.2025.105865_bib0030","unstructured":"American dental association, SNODENT systematized nomenclature of dentistry starter guide- version 2, (2022)."},{"issue":"14","key":"10.1016\/j.jdent.2025.105865_bib0031","first-page":"20","article-title":"International classification of diseases codes and their use in dentistry","volume":"1","author":"Weatherspoon","year":"2013","journal-title":"J. Dent. Oral. Craniofac Epidemiol."},{"issue":"4","key":"10.1016\/j.jdent.2025.105865_bib0032","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1177\/0022034519827566","article-title":"Risk factors for dental restoration survival: a practice-based study","volume":"98","author":"Laske","year":"2019","journal-title":"J. Dent. Res."},{"key":"10.1016\/j.jdent.2025.105865_bib0033","first-page":"459","article-title":"The role of artificial intelligence for the application of integrating electronic health records and patient-generated data in clinical decision support","volume":"2024","author":"Ye","year":"2024","journal-title":"AMIA Summits. Transl. Sci. Proc."},{"issue":"07","key":"10.1016\/j.jdent.2025.105865_bib0034","first-page":"1114","article-title":"The role of artificial intelligence in dental diagnosis","volume":"12","author":"Arefin","year":"2024","journal-title":"Int. J. Sci. Res. Manag. (IJSRM)"}],"container-title":["Journal of Dentistry"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0300571225003094?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0300571225003094?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,8,28]],"date-time":"2025-08-28T11:13:14Z","timestamp":1756379594000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0300571225003094"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":33,"alternative-id":["S0300571225003094"],"URL":"https:\/\/doi.org\/10.1016\/j.jdent.2025.105865","relation":{},"ISSN":["0300-5712"],"issn-type":[{"value":"0300-5712","type":"print"}],"subject":[],"published":{"date-parts":[[2025,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Assessing the readiness of dental electronic health records for machine learning prediction of procedure outcomes: Insights from the bigmouth repository on composite and amalgam restoration survival rates","name":"articletitle","label":"Article Title"},{"value":"Journal of Dentistry","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jdent.2025.105865","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 Ltd.","name":"copyright","label":"Copyright"}],"article-number":"105865"}}