MétaCan
Menu
Back to cohort
Record W4407411143 · doi:10.1111/jerd.13437

At‐Home and In‐Office Bleaching Protocols on the Color Match of Restorations Made With Single‐Shade Composites

2025· article· en· W4407411143 on OpenAlexaff
L. Ramos, Dayana Fernandes Rocha Aparicio, André Luis Faria‐e‐Silva, Maíra Prado, Andreá Vaz Braga Pintor, Marcela Baraúna Magno

Bibliographic record

VenueJournal of Esthetic and Restorative Dentistry · 2025
Typearticle
Languageen
FieldDentistry
TopicDental Erosion and Treatment
Canadian institutionsUniversité Laval
FundersFundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
KeywordsDentistryResin compositeMaterials scienceEnamel paintColor differenceComposite materialComposite numberOrthodonticsComputer scienceMedicineArtificial intelligence

Abstract

fetched live from OpenAlex

ABSTRACT Objective This study evaluated the color match of restorations made with single‐shade composites following two protocols of tooth bleaching. Materials and Methods Cavities in the cervical third of bovine crowns were restored using single‐shade composites (Omnichroma or Vittra Unique) or a multi‐shade composite restoration strategy (Filtek Z350 XT). The color of both the restoration and the middle third of the unrestored tooth were recorded. The Whiteness Index for Dentistry (WID) and color differences (Δ E 00 ) between the two areas were calculated. Specimens underwent bleaching using in‐office or at‐home protocols, and color evaluations were repeated at 24 h, 7 days, and 14 days post‐bleaching. Data were analyzed using MANOVA and repeated measures ANOVA. Results Bleaching protocols did not significantly affect WID or Δ E 00 values. The highest WID values were observed for Vittra Unique, and the lowest for Filtek Z350 XT. Tooth bleaching did not affect Δ E 00 values for restorations made with the multi‐shade strategy, but it resulted in a reduction for those made with the single‐shade strategy, regardless of the composite brand. Conclusion Tooth bleaching protocols differentially affected the color match of restorations made using single‐shade composites compared to multi‐shade restorations. Clinical Relevance Tooth bleaching protocols have a limited effect on the color of composites but can influence the color match between the restoration and the surrounding enamel. Specifically, color mismatches tend to decrease for lighter materials, such as single‐shade composites, after tooth bleaching, improving the overall esthetic integration of the restoration with the natural tooth structure.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.027
GPT teacher head0.310
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Esthetic and Restorative DentistrySame topicDental Erosion and TreatmentFrench-language works237,207