Evidence map›Paper›PMID 40955590›Full record

ArticleJournal of periodontology2026

Evaluating diagnostic accuracy and consistency in applying the 2017 periodontal classification among dental professionals.

Arwa Badahdah, Arwa Banjar, Amal Jamjoom, Mohammad Assaggaf, Lina Bahanan, Reem A Asiri, Reem Alsulami, Shatha Bamashmous, Brian L Mealey

Abstract read
In one paragraph

Article in Journal of periodontology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Arwa BadahdahDepartment of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Arwa BanjarDepartment of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Amal JamjoomDepartment of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Mohammad AssaggafDepartment of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Lina BahananDepartment of Dental Public Health, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Reem A AsiriFaculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Reem AlsulamiFaculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Shatha BamashmousDepartment of Periodontology, Faculty of Dentistry, King Abdulaziz University, Jeddah, Saudi Arabia.
Brian L MealeyDepartment of Periodontics, School of Dentistry, University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA.

Funding

Deanship of Scientific Research, King Abdulaziz University, Jeddah, Saudi Arabia.
6 · The paper itself

Abstract

backgroundAccurate periodontal disease diagnosis is essential for optimal treatment planning and patient care. However, variability in applying the 2017 Periodontal Classification may affect diagnostic reliability and treatment outcomes. This study investigated diagnostic accuracy and consistency among periodontists, periodontal residents, and dental interns in Saudi Arabia.

methodsForty-four participants, including 13 periodontists, 14 periodontal residents, and 17 dental interns, independently classified 25 periodontitis cases. Agreement with a gold-standard diagnosis, established by expert periodontists using the 2017 Classification System, was assessed using descriptive statistics. Chi-square tests with Bonferroni-adjusted z-tests were used to compare agreement levels between rater groups. Inter-rater reliability was calculated using Fleiss' kappa, while Cohen's kappa was used to assess intra-rater reliability.

resultsPeriodontists demonstrated the highest agreement with the gold standard (92.0%) for periodontitis diagnosis. Staging agreement was highest among residents (51.7%) and periodontists (49.1%). Grading accuracy was highest for grade C cases across all groups (60.7%). Underestimation was common across rater groups, with interns exhibiting the highest rates in staging (49.6%) and grading (58.3%). The second assessment demonstrated improved diagnostic accuracy across all groups. Inter-rater reliability ranged from fair to moderate across rater groups (κ = 0.22-0.60). Intra-rater reliability was highest among interns, indicating substantial agreement (κ = 0.63-0.75).

conclusionFindings highlight considerable variability in the application of the 2017 Periodontal Classification among dental professionals, underscoring the role of clinical experience and training in influencing diagnostic accuracy. Structured calibration and targeted educational strategies are essential to improve diagnostic consistency, minimize misclassification, and support optimal patient care. PLAIN LANGUAGE SUMMARY: Understanding gum disease correctly is important for providing patients with the right treatments. This study looked at how accurately different groups of dental professionals - specialists in gum disease (periodontists), dentists in training (residents), and recent dental graduates (interns) - could diagnose cases of periodontitis using a new system called the 2017 Periodontal Classification. A group of expert periodontists created a "gold-standard" diagnosis for comparison. We found that periodontists were the most accurate, while interns had more difficulty correctly identifying disease severity. Across all groups, many participants underestimated how serious the cases were. Participants were better at recognizing advanced disease compared to milder forms. When the participants repeated the diagnosis of the cases later, their accuracy improved, suggesting that practice and training help. Our results show that diagnosing gum disease can vary depending on experience and training. The study highlights the need for ongoing education and practice to make sure that all dental professionals can diagnose gum disease reliably, which is important for making treatment decisions and improving patient care.

Indexed as

DentistsPeriodontal DiseasesPeriodonticsAdultClinical CompetenceFemaleHumansInternship and ResidencyMaleObserver VariationPeriodontitisReproducibility of ResultsSaudi Arabiaclassificationdiagnosisknowledgeperiodontitis

Identifiers

PMID40955590
PMCPMC13111784

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.