{"title":"Unifying intraoral scanner, computer-aided manufacturing, and final crown accuracy: A virtual-fit method for marginal gap evaluation","authors":"Daniel Borbola, Janos Vag","doi":"10.1016/j.jdent.2025.106113","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><div>To validate a high-resolution virtual-fit method for evaluating marginal gap (MG) across CAD/CAM crown fabrication stages and to determine whether the Root Sum of Squares (RSS) method can reliably estimate total error from independent intraoral scanning (IOS) and manufacturing (CAM) steps.</div></div><div><h3>Methods</h3><div>A typodont model with a prepared maxillary first premolar was scanned 12 times using the EmeraldS IOS. Cement space settings from 30 to 140 µm (in 10 µm steps) were applied to CAD designs. Thirty-six hybrid-ceramic crowns were milled using only the 70, 100, and 140 µm settings. Final crowns and the reference model were scanned using both the MeditT710 lab scanner and the ATOSQ industrial scanner. A unified marginal gap assessment method was applied after non-penetrative alignment (virtual-fit) to measure MG at the IOS, CAM, and final (IOS+CAM) stages. The total error was estimated using the RSS formula. A sensitivity analysis was conducted to verify statistical power.</div></div><div><h3>Results</h3><div>MG was significantly overestimated when the MeditT710 scanner was used compared to ATOSQ, particularly in the IOS stage. The RSS estimate (52.0 ± 5.7 µm) slightly overestimated the final MG at 70 µm spacing by 4.7 µm (p < 0.01), likely due to STL mesh artifacts. At 100 µm and 140 µm spacing, no significant difference was observed. The virtual-fit method demonstrated high statistical power, capable of detecting differences as small as 6 µm. At the final stage, MG at 140 µm spacing was 6 µm higher than at 100 µm (p < 0.05).</div></div><div><h3>Conclusions</h3><div>The virtual-fit method provides consistent, high-resolution marginal fit measurement throughout the CAD/CAM workflow and supports cumulative error modeling via the RSS approach.</div></div><div><h3>Clinical significance</h3><div>RSS modeling enables clinicians and researchers to assess whether new IOS or CAM systems meet clinical accuracy thresholds without physically testing all device combinations. Cement spacing between 70–100 µm provides reasonable accuracy for chairside CAD/CAM crown fabrication.</div></div>","PeriodicalId":15585,"journal":{"name":"Journal of dentistry","volume":"163 ","pages":"Article 106113"},"PeriodicalIF":5.5000,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of dentistry","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0300571225005597","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives
To validate a high-resolution virtual-fit method for evaluating marginal gap (MG) across CAD/CAM crown fabrication stages and to determine whether the Root Sum of Squares (RSS) method can reliably estimate total error from independent intraoral scanning (IOS) and manufacturing (CAM) steps.
Methods
A typodont model with a prepared maxillary first premolar was scanned 12 times using the EmeraldS IOS. Cement space settings from 30 to 140 µm (in 10 µm steps) were applied to CAD designs. Thirty-six hybrid-ceramic crowns were milled using only the 70, 100, and 140 µm settings. Final crowns and the reference model were scanned using both the MeditT710 lab scanner and the ATOSQ industrial scanner. A unified marginal gap assessment method was applied after non-penetrative alignment (virtual-fit) to measure MG at the IOS, CAM, and final (IOS+CAM) stages. The total error was estimated using the RSS formula. A sensitivity analysis was conducted to verify statistical power.
Results
MG was significantly overestimated when the MeditT710 scanner was used compared to ATOSQ, particularly in the IOS stage. The RSS estimate (52.0 ± 5.7 µm) slightly overestimated the final MG at 70 µm spacing by 4.7 µm (p < 0.01), likely due to STL mesh artifacts. At 100 µm and 140 µm spacing, no significant difference was observed. The virtual-fit method demonstrated high statistical power, capable of detecting differences as small as 6 µm. At the final stage, MG at 140 µm spacing was 6 µm higher than at 100 µm (p < 0.05).
Conclusions
The virtual-fit method provides consistent, high-resolution marginal fit measurement throughout the CAD/CAM workflow and supports cumulative error modeling via the RSS approach.
Clinical significance
RSS modeling enables clinicians and researchers to assess whether new IOS or CAM systems meet clinical accuracy thresholds without physically testing all device combinations. Cement spacing between 70–100 µm provides reasonable accuracy for chairside CAD/CAM crown fabrication.
期刊介绍:
The Journal of Dentistry has an open access mirror journal The Journal of Dentistry: X, sharing the same aims and scope, editorial team, submission system and rigorous peer review.
The Journal of Dentistry is the leading international dental journal within the field of Restorative Dentistry. Placing an emphasis on publishing novel and high-quality research papers, the Journal aims to influence the practice of dentistry at clinician, research, industry and policy-maker level on an international basis.
Topics covered include the management of dental disease, periodontology, endodontology, operative dentistry, fixed and removable prosthodontics, dental biomaterials science, long-term clinical trials including epidemiology and oral health, technology transfer of new scientific instrumentation or procedures, as well as clinically relevant oral biology and translational research.
The Journal of Dentistry will publish original scientific research papers including short communications. It is also interested in publishing review articles and leaders in themed areas which will be linked to new scientific research. Conference proceedings are also welcome and expressions of interest should be communicated to the Editor.