Evidence map›Paper›PMID 40963877›Full record

ArticleFrontiers in oral health2025

Accuracy of digital photographs for assessing inflammatory gum disease in epidemiologic studies.

Paul D Terry, O Lee Wilson, Matthew L Heaton, Orpheus Triplett, R Eric Heidel, Rajiv Dhand

Abstract read
In one paragraph

Article in Frontiers in oral health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Paul D TerryDepartment of Medicine, University of Tennessee Health Science Center College of Medicine, Knoxville, TN, United States.
O Lee WilsonDepartment of General Dentistry, University of Tennessee Health Science Center College of Medicine, Knoxville, TN, United States.
Matthew L HeatonKnoxville Periodontics, Knoxville, TN, United States.
Orpheus TriplettCollege of Dentistry, University of Tennessee Health Science Center, Memphis, TN, United States.
R Eric HeidelDepartment of Surgery, Graduate School of Medicine, University of Tennessee Health Science Center College of Medicine, Knoxville, TN, United States.
Rajiv DhandDepartment of Medicine, University of Tennessee Health Science Center College of Medicine, Knoxville, TN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Incorporating gum disease assessment into epidemiologic studies would facilitate investigations of disease etiology. Objective: We evaluated the accuracy and inter-rater reliability of experienced dental health professionals' visual assessments of digital photographs to determine inflammatory gum disease. Methods: Raters viewed anonymized photographs of the teeth and gums of 30 adult patients and were asked to distinguish "healthy" gingiva from "gum disease" and to assess disease severity. Frequency, percentage, and cross-tabulation statistics were used to perform diagnostic calculations including sensitivity, specificity, and overall accuracy. Fleiss' Kappa, with a 95% confidence interval, was used to test for interrater reliability amongst the four raters. Cohen's Kappa was then calculated for each potential pairing of the four raters. Results: The accuracy of determining active inflammatory gum disease from digital photographs ranged from 76.7% to 96.7% (mean 85.9%) across the four raters. Sensitivity ranged from 70% to 95% (mean 82.5%), and specificity ranged from 80% to 100% (mean 92.5%). However, inter-rater reliability for disease severity was only fair, with Fleiss's Kappa for gingivitis and periodontitis 0.25 (0.00-0.51) and 0.28 (0.03-0.54), respectively. Conclusion: Our findings show that digital photographs could be useful for assessing inflammatory gum disease in epidemiologic studies of inflammation-mediated chronic systemic diseases.

Indexed as

chronic diseasesdental healthepidemiologic studiesinflammatory gum diseaseremote assessment

Identifiers

PMID40963877
PMCPMC12436498

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