{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T03:44:19Z","timestamp":1790653459792,"version":"4.1.0"},"reference-count":22,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T00:00:00Z","timestamp":1729555200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004392","name":"Stiftelsen Patentmedelsfonden f\u00f6r Odontologisk Profylaxforskning","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004392","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004359","name":"Vetenskapsr\u00e5det","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004359","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100018870","name":"Riksf\u00f6rbundet Hj\u00e4rtLung","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018870","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006189","name":"Direkt\u00f6r\u00a0Albert P\u00e5hlssons Stiftelse","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100006189","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100009780","name":"Region Sk\u00e5ne","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100009780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010269","name":"Wellcome Trust","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010269","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004359","name":"Vetenskapsr\u00e5det","doi-asserted-by":"publisher","award":["dnr 2020\u201300930"],"award-info":[{"award-number":["dnr 2020\u201300930"]}],"id":[{"id":"10.13039\/501100004359","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Comm Dent Oral Epid"],"published-print":{"date-parts":[[2025,2]]},"abstract":"<jats:title>ABSTRACT<\/jats:title><jats:sec><jats:title>Objectives<\/jats:title><jats:p>The objectives were to: (i) assess the accuracy of dental data for adults obtained from the Swedish Quality Register on Caries and Periodontitis (SKaPa); (ii) explore whether Latent Class Analysis (LCA) can identify groups of people based on caries data; and (iii) characterise the dental, medical and behavioural characteristics of people in the LCA\u2010derived classes.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Caries data from the SKaPa register were compared with clinical data collected by five experienced dentists in a nested subgroup of the Malm\u00f6 Offspring Study (MOS), namely the Malm\u00f6 Offspring Dental Study (MODS) (<jats:italic>n<\/jats:italic>\u2009=\u2009724) for validation. Dental data from SKaPa were then used to classify 61\u2009984 adult participants of the V\u00e4sterbotten Intervention Programme (VIP) into five classes using LCA and DMFS\u2010based quintile ranking, respectively. Dental status (including caries progression over 5\u2009years), medical, anthropometric and behavioural characteristics were compared between the groups. Analyses were replicated in 2767 adults in the MOS.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>DMFS\u2010scores and number of teeth recorded within \u22122 to +2\u2009years showed excellent agreement between the SKaPa and reference data with intra\u2010class correlations &gt;\u20090.90. The five LCA classes differed in mean DMFS from 10.0 to 94.4. There were strong associations between LCA class and health, and health and behavioural measures respectively, including some associations that were not detected using DMFS\u2010ranked quintile groups. LCA class was associated with incremental change in DMFS, DFS, and number of teeth. The results in the MOS cohort were consistent with the results in the VIP cohort.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Dental data for adults from the SKaPa registry were considered accurate within 2\u2009years of recording. The LCA approach can classify participants into caries subtypes based on dental charting. These groups differ in health and behavioural characteristics and future caries increment. The LCA approach may capture some information that is missing from DMFS\u2010ranked quintile groups, but is also heavily influenced by total DMFS, meaning that applying LCA in cumulative, highly age\u2010determined diseases, such as caries, is a challenge.<\/jats:p><\/jats:sec>","DOI":"10.1111\/cdoe.13014","type":"journal-article","created":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T12:25:40Z","timestamp":1729599940000},"page":"69-76","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Data\u2010Driven Approach Identifies Subtypes of Caries From Dental Charting"],"prefix":"10.1111","volume":"53","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7793-7326","authenticated-orcid":false,"given":"Simon","family":"Haworth","sequence":"first","affiliation":[{"name":"Bristol Dental School University of Bristol  Bristol UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4702-1306","authenticated-orcid":false,"given":"Lisa","family":"Kastenbom","sequence":"additional","affiliation":[{"name":"Department of Odontology Ume\u00e5 University  Ume\u00e5 Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7573-3220","authenticated-orcid":false,"given":"Peter","family":"Persson","sequence":"additional","affiliation":[{"name":"Department of Clinical Sciences Lund University  Malm\u00f6 Sweden"},{"name":"Public Dental Service of Sk\u00e5ne  Lund Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6184-8951","authenticated-orcid":false,"given":"Niklas","family":"Fries","sequence":"additional","affiliation":[{"name":"Department of Odontology Ume\u00e5 University  Ume\u00e5 Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4430-8125","authenticated-orcid":false,"given":"Anders","family":"Esberg","sequence":"additional","affiliation":[{"name":"Department of Odontology Ume\u00e5 University  Ume\u00e5 Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8298-539X","authenticated-orcid":false,"given":"Daniel","family":"J\u00f6nsson","sequence":"additional","affiliation":[{"name":"Department of Clinical Sciences Lund University  Malm\u00f6 Sweden"},{"name":"Public Dental Service of Sk\u00e5ne  Lund Sweden"},{"name":"Faculty of Odontology Malm\u00f6 University  Malm\u00f6 Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9227-8434","authenticated-orcid":false,"given":"Ingegerd","family":"Johansson","sequence":"additional","affiliation":[{"name":"Department of Odontology Ume\u00e5 University  Ume\u00e5 Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2024,10,22]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0173103"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccr.2009.12.020"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2018.03.003"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp-2014-309582"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrclinonc.2010.227"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022034517693566"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1177\/00220345221082918"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adaj.2022.10.006"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.1111\/jcpe.12677"},{"key":"e_1_2_9_11_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022034512463241"},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022034519897910"},{"key":"e_1_2_9_13_1","doi-asserted-by":"crossref","unstructured":"M.Simancas\u2010Pallares 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