Calibration and reliability testing of a novel asynchronous photographic plaque scoring system in young children
Open accessAbstract
OBJECTIVES: The Simplified Oral Hygiene Index for Maxillary Incisors (OHI-MIS) is a novel plaque scoring system adapted for young children. This study describes calibration training and testing used to establish the inter- and intra-rater reliability for OHI-MIS measured from clinical photographs. METHODS: Two raters from the Coordinated Oral Health Promotion Chicago (CO-OP) and one from the Behavioral EConomics for Oral health iNnovation (BEECON) randomized controlled trials (RCTs) underwent calibration with gold standard raters, followed by annual re-calibration. Raters from CO-OP also completed inter-rater reliability testing; all three raters completed intra-rater reliability testing rounds. Photographs were obtained from children aged 9-39 months. RESULTS: All three raters achieved greater than 0.77 Lin's Concordance Correlation (LCC) versus gold standard consensus during calibration. All three raters had LCC ≥0.83 at recalibration 1 year later. CO-OP trial raters scored 604 photos (151 sets of 4 photographs); mostly both raters were somewhat/very confident in their scoring (≥89%), describing the most photos as "clear" (90% and 81%). The CO-OP inter-rater LCC for total OHI-MIS score was 0.86, changing little when low quality or confidence photos were removed. All three raters demonstrated high intra-rater reliability (≥0.83). CONCLUSIONS: The OHI-MIS plaque scoring system on photos had good reliability within and between trials following protocol training and calibration. OHI-MIS provides a novel asynchronous plaque scoring system for use in young children. Non-clinicians in field or clinical settings can obtain photographs, offering new opportunities for research and clinical care.
AI snapshot
Written from the paper’s full text.
TL;DR
The paper reports calibration and reliability testing for OHI-MIS, a photographic plaque scoring method for primary maxillary incisors in young children. Across calibration, inter-rater, and intra-rater checks, the index showed generally good concordance, supporting asynchronous scoring by trained clinicians from photographs.
Key findings
- Initial calibration failed to meet the preset LCC threshold of 0.75 for all three raters (range 0.51–0.73); after retraining, all met it (0.77–0.89), and at one-year recalibration all were ≥0.83 (0.83–0.89).
- In CO-OP, two raters scored 604 photos from 151 children over nine batches; mean inter-rater LCC for total OHI-MIS was 0.86 (range 0.71–0.91), with only batches 1 and 5 marginally below 0.75. Mean simple kappa was 0.66 (0.41–0.76) and mean weighted kappa was 0.73 (0.54–0.85).
- Photo quality and confidence were mostly high: Rater C rated 89.7% clear, 9.1% blurry, and 1% missing/unreadable; Rater A rated 81.5% clear, 16.6% blurry, and 2.0% missing/unreadable. Both raters were somewhat or very confident in ≥89% of ratings, and excluding low-quality or low-confidence photos changed LCC little (0.86 to 0.88 when low confidence was excluded).
- Intra-rater reliability was high: Rater C had LCC 0.83 and 0.95; Rater A had 0.88 and 0.99; BEECON Rater B had ≥0.96. Agreement with adjudicated scores was 84.5% for Rater A and 91.1% for Rater C.
Methods
- Reliability and calibration study nested in the CO-OP and BEECON randomized controlled trials. OHI-MIS adapts the OHI-S Debris Index to the labial surfaces of four primary maxillary incisors; research assistants applied disclosing agent, photographed with iPhone 7 cameras, uploaded images to REDCap, and raters scored asynchronously.
- Three clinician raters (two CO-OP, one BEECON) calibrated against a gold-standard consensus using 30 BEECON pilot photos, then a second batch of 25 new plus 5 repeated photos; annual recalibration followed. CO-OP inter-rater testing occurred in nine batches of 15–20 children; intra-rater testing rescored 20–30 photos at least 4 weeks later, with a second round 12–18 months later.
- Analysis used Lin’s Concordance Correlation with 95% CIs, a prespecified 0.75 threshold, and kappa/weighted kappa for tooth-level agreement in SAS 9.4. The abstract states photographs came from children aged 9–39 months; the trials enrolled children aged 6–36 months (CO-OP) and 6 to <48 months (BEECON).
Limitations
- Paper-stated: plaque is not stable over time, so scores provide a momentary assessment; further validation is needed on plaque surface area versus thickness and on longitudinal links to oral health outcomes. Photo quality, positioning, lighting, blurriness, retraction, dental anomalies, and young-child cooperation posed scoring challenges requiring protocol and feedback.
- Paper-stated: reliability of photo quality and confidence scoring was not an aim of the study; kappa has known limitations, including influence of agreement and skewed marginal distributions.
- Evident from the text: reliability was tested with only three clinician raters, and CO-OP inter-rater testing involved only two raters, so broader generalizability to other raters or settings is not established. Calibration photos came from the BEECON pilot, which may limit transferability.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
2 of 12 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured
- Premisecitation
OHI-S was developed for children and adolescents aged 10-19 years and for adults.
“The Simplified Oral Hygiene Index (OHI-S) was developed for use in children and adolescents aged 10–19 years, as well as adults.22”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [22]
The available Abstract discusses dental caries, plaque, and oral-hygiene habits in children and teenagers, but does not address the development or intended age range of OHI-S. Searches for “Simplified Oral Hygiene Index,” “OHI-S,” and the stated ages found no relevant passage in our copy. (LLM, conf=0.72)
Experimental — accuracy not yet measured
- Findingown data
Baseline calibration with gold standard raters required two rounds of training and scoring to establish threshold LCC in May/June 2018.
“Baseline calibration with gold standard raters required two rounds of training and scoring to establish threshold LCC in May/June 2018.”
Quote in the paperSubstantial claim - Findingown data
After additional training, the three raters scored a second batch of 30 photos with a gold standard consensus mean OHI-MIS score of 1.8 and rater mean scores ranging from 1.9 to 2.0.
“Following additional training, the three raters scored a second batch of 30 photos with a gold standard consensus mean OHI-MIS score of 1.8 where the raters had mean scores ranging 1.9–2.0.”
Quote in the paperSubstantial claim - Findingown data
In the second calibration batch, all three raters met the 0.75 threshold with LCCs of 0.77-0.89.
“In the second batch of photos, all three raters met the threshold of 0.75 with LCCs 0.77–0.89.”
- Also stated in: § Results: · plain
“All three raters achieved greater than 0.77 Lin’s Concordance Correlation (LCC) versus gold standard consensus during calibration.”
Quote in the paperSubstantial claim - Also stated in: § Results: · plain
- Findingown data
Raters maintained a high level of intra-rater reliability.
“Raters maintained a high level of intra-rater reliability.”
- Also stated in: § Results: · boosted
“All three raters demonstrated high intra-rater reliability(≥0.83).”
Quote in the paperSubstantial claim - Also stated in: § Results: · boosted
- Findingown data
Except for two of 572 scores for Rater C, the difference between raters' scores and adjudicated scores was only one plaque score level.
“With the exception of two out of 572 scores for Rater C, the difference between the raters’ scores and adjudicated scores was only one level of plaque score.”
Quote in the paperSubstantial claim - Findingown data
Despite some differences, there was general agreement between raters in rating photo quality.
“Despite some differences, there was general agreement in the rating of photo quality.”
Quote in the paperSubstantial claim - Findingown data
When cases with missing data or low quality photos were excluded, mean LCC remained 0.86.
“When either cases with missing data or cases with low quality photos were excluded, mean LCC remained at 0.86.”
Quote in the paperNot a substantial claim - Findingown data
When there were differences, there was no tendency for over- or underscoring by a particular rater.
“When there were differences, there was no tendency for over- or underscoring by a particular rater.”
Quote in the paperNot a substantial claim - Findingown data
When cases with low confidence were excluded, mean LCC was 0.88.
“When cases with low confidence were excluded, mean LCC was 0.88.”
Quote in the paperNot a substantial claim - Findingown data
In the CO-OP trial, mean Simple Kappa was 0.66 (range 0.41-0.76) and mean Weighted Kappa was 0.73 (range 0.54-0.85) between two raters over nine batches.
“In the CO-OP trial, mean Simple Kappa Coefficient was 0.66 (range: 0.41–0.76) and the mean Weighted Kappa Coefficient was 0.73 (range: 0.54–0.85) between two raters over nine batches of photos reviewed.”
Quote in the paperSubstantial claim - Findingown data
Only batch 1 (LCC 0.73) and batch 5 (LCC 0.71) fell marginally below the 0.75 threshold.
“Only batch 1 (LCC = 0.73) and batch 5 (LCC = 0.71) fell marginally below the threshold of 0.75.”
Quote in the paperNot a substantial claim - Findingown data
Using photos from the main BEECON trial, Rater B had an intra-rater LCC of at least 0.96 for the batches reviewed.
“Using photos from the main BEECON trial, Rater B had an intra-rater LCC ≥0.96 for the batches reviewed (Table 4).”
Quote in the paperSubstantial claim - Findingown data
Challenges with scoring related to unique dental considerations emerged, including determining adequate tooth eruption, dental anomalies, and cavitated lesions or restorations.
“Through OHI-MIS development and reliability testing, some challenges with scoring related to unique dental considerations, such as determining adequate tooth eruption for scoring, dental anomalies (such as fused or congenitally missing teeth), and cavitated lesions or restorations emerged.”
Quote in the paperNot a substantial claim - Findingown data
When cases with missing data, low quality, or low confidence were removed, mean Kappa and Weighted Kappa coefficients remained unchanged.
“When either cases with missing data, cases with low quality, or low confidence were removed, the mean Kappa and Weighted Kappa Coefficients remained unchanged.”
Quote in the paperSubstantial claim - Findingnone given
There were no participants in either study for whom plaque disclosing was unsuccessful.
“There were no participants in either study for whom the plaque disclosing was unsuccessful.”
Quote in the paperNot a substantial claim - Findingown data
Mean LCC between the two CO-OP trial raters for total OHI-MIS score was 0.86, ranging from 0.71 to 0.91 over nine batches.
“Mean LCC between both CO-OP trial raters for total OHI-MIS score was 0.86 ranging 0.71–0.91 over nine batches of photo review.”
- Also stated in: § Results: · plain
“The CO-OP inter-rater LCC for total OHI-MIS score was 0.86, changing little when low quality or confidence photos were removed.”
Quote in the paperSubstantial claim - Also stated in: § Results: · plain
- Premisereasoning
OHI-MIS is a novel plaque scoring system adapted for young children.
“The Simplified Oral Hygiene Index for Maxillary Incisors (OHI-MIS) is a novel plaque scoring system adapted for young children.”
- Also stated in: § INTRODUCTION · plain
“To address this gap, we created the Simplified Oral Hygiene Index of Maxillary Incisors (OHI-MIS) using the Debris Index (DI) criterion of the OHI-S to visually assess plaque on the labial (facial/buccal) surfaces of the four primary maxillary incisors.”
Quote in the paperSubstantial claim - Also stated in: § INTRODUCTION · plain
- Premisecitation
There are no plaque indices for use in children with early primary dentition.
“Currently, there are no plaque indices for use in children with early primary dentition.7, 8”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [8] source
- Premisecitation
In young children, plaque accumulation on primary incisors is strongly associated with future caries.
“In young children specifically, plaque accumulation on the primary incisors is strongly associated with future caries.5, 6”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Maxillary primary incisors are the most involved teeth in early childhood caries.
“Maxillary primary incisors are the most involved teeth in early childhood caries (ECC).23”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23] source
- Interpretationreasoning
Clinicians can evaluate saved photographs and score plaque later in batches.
“Clinicians can evaluate saved photographs, scoring plaque later in batches.”
Quote in the paperSubstantial claim - Interpretationnone given
OHI-MIS provides a novel asynchronous method for scoring plaque in young children as young as six months of age.
“The OHI-MIS plaque index provides a novel method for scoring plaque in young children as young as six months of age.”
- Also stated in: § Conclusions: · plain
“OHI-MIS provides a novel asynchronous plaque scoring system for use in young children.”
Quote in the paperSubstantial claim - Also stated in: § Conclusions: · plain
- Interpretationown data
Plaque scoring with good reliability is feasible in young children.
“The primary conclusions drawn from this study are that plaque scoring with good reliability is feasible in young children; clinician raters can be properly trained and calibrated to score plaque consistently within and between study sites; and utilizing photographs for children at a young age, whether screening for caries or assessing plaque, may have applications for primary, secondary, and terti”
Quote in the paperSubstantial claim - Interpretationreasoning
The methods used in this study provide a momentary assessment of the child's plaque condition.
“The methods used in this study provide a momentary assessment of the child’s plaque condition.”
Quote in the paperSubstantial claim - Interpretationreasoning
Photographs allow unique clinical situations to be discussed and verified asynchronously rather than relying on accurate real-time assessment with the participant.
“Photographs allow for these unique clinical situations to be discussed and verified, as needed, through asynchronous photograph review rather than relying on accurate real-time assessment with the participant.”
Quote in the paperSubstantial claim - Interpretationown data
OHI-MIS can be used with good reliability to assess plaque in young children.
“Study results suggest that the OHI-MIS can be used with good reliability to assess plaque in young children.”
Quote in the paperSubstantial claim - Interpretationown data
Clinician raters can be properly trained and calibrated to score plaque consistently within and between study sites.
“The primary conclusions drawn from this study are that plaque scoring with good reliability is feasible in young children; clinician raters can be properly trained and calibrated to score plaque consistently within and between study sites; and utilizing photographs for children at a young age, whether screening for caries or assessing plaque, may have applications for primary, secondary, and terti”
Quote in the paperSubstantial claim - Interpretationreasoning
These findings provide a mechanism to efficiently score dental plaque in young children outside the clinical setting in research studies.
“These findings provide a mechanism to efficiently score dental plaque in young children outside of the clinical setting in the context of several research studies.”
Quote in the paperSubstantial claim - Interpretationreasoning
Utilizing photographs for children at a young age may have applications for primary, secondary, and tertiary prevention as well as epidemiologic assessment.
“The primary conclusions drawn from this study are that plaque scoring with good reliability is feasible in young children; clinician raters can be properly trained and calibrated to score plaque consistently within and between study sites; and utilizing photographs for children at a young age, whether screening for caries or assessing plaque, may have applications for primary, secondary, and terti”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 15
- May combine two claims. 23
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationDisclosing agents provide more effective plaque visualization, aiding evaluation of oral hygiene and improving debridement.
“Disclosing agents provide more effective plaque visualization which aids evaluating oral hygiene and improves effective debridement.24, 25”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
Findingown dataOf the 151 children, Rater A indicated at least one clear photo for 133 children, and Rater C indicated at least one clear photo for 138 children.
“Of the 151 children, Rater A indicated there was at least one clear photo for 133 children, while Rater C indicated 138 children had at least one clear photo.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the CO-OP trial, 151 participants were scored over 9 batches, yielding up to 604 scored photos.
“In the CO-OP trial, 151 participants were scored over 9 batches, yielding up to 604 scored photos.”
- Also stated in: § Results: · plain
“CO-OP trial raters scored 604 photos (151 sets of 4 photographs); mostly both raters were somewhat/very confident in their scoring (≥89%), describing the most photos as “clear” (90% and 81%).”
Quote in the paperNot a substantial claim- Also stated in: § Results: · plain
May combine two claims.
Findingown dataIn the initial calibration scoring of 30 photos, 29 photos were scorable, with a gold standard mean plaque score of 2.0 (SD 0.52) and rater means ranging from 1.7 (SD 0.68) to 2.2 (SD 0.61).
“Following the initial scoring of 30 photos, including the two CO-OP and one BEECON raters, 29 photos with gold standard mean plaque score of 2.0 (SD = 0.52) were “scorable” with means ranging from 1.7 (SD = 0.68) to 2.2 (SD = 0.61).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere was a slight tendency for raters to score higher than the gold standard consensus, but the difference was not statistically significant.
“While there was a slight tendency for raters to score higher than the gold standard raters’ consensus, this difference was not statistically significant (Table 1 and Figure 1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRater C scored six teeth as missing or unreadable (1%), 55 as blurry (9.1%), 542 as clear (89.7%), and 1 data point as missing (<0.1%).
“Among these, Rater C scored six teeth as missing or unreadable (1%), 55 as blurry (9.1%), 542 as clear (89.7%), and 1 data point was missing (<0.1%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the initial calibration, LCC ranged from 0.51 to 0.73, and no raters met the required threshold.
“LCC ranged from 0.51 to 0.73, indicating no raters met the required threshold.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAt recalibration one year later, scoring 30 photos with a mean plaque score of 2.2 and a gold standard of 2.0, LCC ranged from 0.83 to 0.89, all exceeding the minimum 0.75 threshold.
“Calibration versus gold standard consensus 1 year later included scoring 30 photos with a mean plaque score of 2.2 with the gold standard being 2.0. LCC ranged from 0.83 to 0.89, all exceeding the minimum 0.75 threshold requirement.”
- Also stated in: § Results: · plain
“All three raters had LCC ≥0.83 at recalibration 1 year later.”
Quote in the paperSubstantial claim- Also stated in: § Results: · plain
May combine two claims.
Findingown dataWhen cases with low confidence were excluded, mean Kappa was 0.69 (range 0.41-0.87) and mean Weighted Kappa was 0.75 (range 0.52-0.90).
“When cases with low confidence were excluded, the mean Kappa Coefficient was 0.69 (range: 0.41–0.87) and the mean Weighted Kappa Coefficient was 0.75 (range: 0.52–0.90).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRater C was very or somewhat confident in more than 92% of ratings, and Rater A was very or somewhat confident in more than 89% of ratings.
“Rater C was “very” (69.5%) or “somewhat confident” (22.4%) in more than 92% of ratings, while Rater A was “very” (56.6%) or “somewhat confident” (32.8%) in more than 89% of ratings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenParticipant cooperation posed a frequent challenge, particularly in the young age group included in these studies.
“Not surprisingly, participant cooperation posed a frequent challenge, particularly with the young age group included in these studies.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRater C had intra-rater LCCs of 0.83 and 0.95, and Rater A had LCCs of 0.88 and 0.99 for the two batches.
“Rater C had an LCC of 0.83 and 0.95, while Rater A had LCC of 0.88 and 0.99 for the 2 batches.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the CO-OP trial, Rater A agreed with the adjudicated score 84.5% of the time and Rater C 91.1% of the time.
“In the CO-OP trial, Raters A and C were in agreement with the adjudicated score 84.5% and 91.1% of the time, respectively.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataChallenges with photo quality included positioning, lighting, blurriness, and adequate retraction, so regular screening of photo quality with timely feedback is needed.
“Some challenges were also seen with scoring related to photo quality, including positioning, lighting, blurriness, and adequate retraction, so regular screening of photo quality with timely feedback is needed to ensure staff collect adequate quality photos.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenIn the CO-OP trial, when raters were not concordant, the difference in plaque score was usually one category, and there was no directional error by tooth being scored.
“In the CO-OP trial, when raters were not concordant, the difference in plaque score was usually one category, and there was no directional error by tooth being scored (central vs. lateral incisor).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataAlthough not statistically significant, greater variance was noted among scores for central incisors for Rater C and lateral incisors for Rater A.
“Although not statistically significant, greater variance was noted among scores for the central incisors for Rater C and lateral incisors for Rater A (Table 3).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenDisclosed plaque varied from early plaque to thick debris, reflecting longstanding plaque accumulation.
“Disclosed plaque varied from early plaque to a thick debris, reflecting longstanding plaque accumulation.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPearson correlation coefficients were greater than 0.90 for all teeth, indicating error was not more prevalent for particular teeth.
“Pearson correlations were calculated to determine if error was more prevalent when scoring particular teeth (central incisors vs. lateral incisors), however correlation coefficients of >0.90 were achieved for all teeth.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRater A scored 12 teeth as missing or unreadable (2.0%), 100 as blurry (16.6%), 492 as clear (81.5%), and no data as missing.
“Rater A scored 12 teeth as missing or unreadable (2.0%), 100 as blurry (16.6%), 492 as clear (81.5%), and no data as missing.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHeavy visible plaque places a patient at very high caries risk.
“heavy visible plaque is consistently agreed to place a patient at very high caries risk.3, 4”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [3] source
- cites [4]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationDental plaque biofilm and plaque accumulation are risk factors for dental caries and periodontal disease.
“Dental plaque biofilm and plaque accumulation are risk factors for dental caries and periodontal disease.1, 2”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
InterpretationreasoningMultiple clinicians can review photographs one or more times without extra participant burden.
“Multiple clinicians can also review photographs one or more times, without extra participant burden.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningThe findings suggest potential pragmatic application in the clinical field through teledentistry.
“The findings also suggest potential pragmatic application in the clinical field through teledentistry.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataExcluding low quality and/or low confidence photos had minimal effect on overall LCC, so exclusion was not necessary for analysis.
“Excluding low quality and/or low confidence showed minimal effect on the overall LCC, indicating that exclusion was not necessary for analysis.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenA general limitation of using plaque disclosing and measurement to assess oral health is that plaque may not be stable over time.
“A general limitation of using plaque disclosing and measurement to assess oral health is that plaque may not be stable over time.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationown dataPhoto quality and raters' confidence can be consistently high with proper quality assurance and training.
“Reliability with scoring photograph quality and confidence was not an aim of this study, although data suggest photo quality and raters’ confidence can be consistently high with proper quality assurance and training.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe OHI-MIS protocol can be applied to sites with a single clinician rater as well as sites with more than one clinician rater.
“The OHI-MIS protocol can be applied to sites with a single clinician rater as well as sites with more than one clinician rater.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataExcluding low quality and/or low confidence photos had minimal effect on overall Kappa coefficients, so exclusion was not necessary for analysis.
“Excluding low quality and/or low confidence showed minimal effect on the overall Kappa Coefficients, indicating that exclusion was not necessary for analysis (Figure 2).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe ability for non-clinicians to capture photos could provide a pragmatic and cost-effective means of conducting research and executing oral health screening and promotion strategies.
“Furthermore, the ability for non-clinicians to capture photos could provide a pragmatic and cost-effective means of conducting research and executing oral health screening and promotion strategies such as interventions aimed at increasing tooth brushing and plaque control.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenRaters completed three rounds of photo review and adjudication before being allowed to score independently.
“Raters completed three rounds of photo review and adjudication before they were allowed to score independently.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningClinicians and researchers can use these methods to evaluate plaque index as a proxy for oral health behaviors such as brushing quality.
“Clinicians and researchers can use these methods to evaluate plaque index as a proxy for oral health behaviors, such as brushing quality.”
Quote in the paperSubstantial claim- Rests on an assumption: Plaque index is an intermediate variable between brushing behaviors and future caries.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningBecause families may face geographic and other barriers to care, the ability to capture photos for later clinician review may provide pragmatic screening for high-risk oral health behaviors or conditions.
“Given geographic and other barriers families may face accessing care, the ability to capture photos that clinicians subsequently review may provide pragmatic screening for high-risk oral health behaviors or conditions.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataTooth-level variability was modest, so OHI-MIS provided stable inter- and intra-rater reliability evaluation.
“Our findings suggested tooth level variability was modest, so OHI-MIS provided stable inter- and intra-rater reliability evaluation.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
InterpretationreasoningNon-clinicians can be trained to capture quality photographs in field or clinical settings, including non-clinical environments such as the home.
“Non-clinicians (e.g., research assistants) can be trained to capture quality photos in non-clinical environments, such as the person’s home.”
- Also stated in: § Conclusions: · plain
“Non-clinicians in field or clinical settings can obtain photographs, offering new opportunities for research and clinical care.”
Quote in the paperSubstantial claim- Also stated in: § Conclusions: · plain
The paper relies on this without support.
Plaque index is an intermediate variable between brushing behaviors and future caries.
“Plaque index is an intermediate variable between brushing behaviors and future caries which can be evaluated and intervened upon as primary caries prevention.”
The paper relies on this without support.
Assessing plaque scores in the clinic environment is challenging with young children because of limited cooperation from fear and limited attention span.
“Assessing plaque scores in the clinic environment can be challenging, particularly with young children due to limited cooperation from fear and limited attention span.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Low-confidence exclusion is described as both unchanged and changed
MinorThe paper says excluding low-confidence cases left both mean kappa coefficients unchanged, then reports means of 0.69 and 0.75, rather than the previously stated 0.66 and 0.73.
“When either cases with missing data, cases with low quality, or low confidence were removed, the mean Kappa and Weighted Kappa Coefficients remained unchanged.”
“When cases with low confidence were excluded, the mean Kappa Coefficient was 0.69 (range: 0.41–0.87) and the mean Weighted Kappa Coefficient was 0.75 (range: 0.52–0.90).”
Missing-data percentage is understated
MinorOne missing data point among 604 photos is approximately 0.17%, not less than 0.1%.
Reported 0.1 · recomputed 0.165563
“In the CO-OP trial, 151 participants were scored over 9 batches, yielding up to 604 scored photos. Among these, Rater C scored six teeth as missing or unreadable (1%), 55 as blurry (9.1%), 542 as clear (89.7%), and 1 data point was missing (<0.1%).”
Cited works that were retracted
Works this paper cites that were later retracted, from the retraction notices publishers deposit. Major when the notice came out before this paper was published.
Cites a retracted work: 10.1002/14651858.cd009857.pub2
MajorThe cited work was retracted on 2019-04-24 (notice 10.1002/14651858.cd009857.pub3), before this paper was published (2023-02-13). Its authors could have known.
Cited work 10.1002/14651858.cd009857.pub2 · retracted 2019-04-24 · notice 10.1002/14651858.cd009857.pub3 · this paper published 2023-02-13
“10.1002/14651858.CD009857.pub2”
Cites
1 retracted
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RetractedHarris, P. A., Taylor, R., Thielke, R., Payne, J., Gonzalez, N., & Conde, J. G. (2009) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2008.08.010 · Cited by 51,384 · see citing works
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Self-citation
Flagged first, then by citations
1 of the 33 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- 10.14219/jada.archive.1964.0034 · DOI · Paper page
- Wei SHY, 1981, Periodontal epidemiological indices for children and adolescents: II. Evaluation of oral hygiene, Pediatr Dent, 4, 73
Cited by
Sorted by citations
Calibration of SB Brasil 2023 examiners: use of technologies associated with the In-Lux method
Ferreira, R. C., Pinto, R. D. S., Claudiojanes dos, R. E. I. S., et al. (2025) · Brazilian Oral Research · doi:10.1590/1807-3107bor-2025.vol39.045 · Cited by 19 · see citing works
Lee, H. H., Dziak, J. J., Avenetti, D. M., Berbaum, M. L., Edomwande, Y., Kliebhan, M., Zhang, T., Licona-Martinez, K., & Martin, M. A. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1203523 · Cited by 3 · see citing works
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Self-citation
- Authors
- Avenetti, D. M., Martin, M. A., Gansky, S. A., Ramos‐Gomez, F. J., Hyde, S., Van Horn, R., Jue, B., Rosales, G. F., Cheng, N. F., & Shiboski, C. H.
- Affiliations
- University of Illinois Chicago (US)
- University of California, San Francisco (US)
- University of California, Los Angeles (US)
- Department of Pediatric Dentistry, UIC College of Dentistry University of Illinois Chicago Chicago Illinois USA
- ORCID
- Venue
- Journal of Public Health Dentistry
- Publisher
- Wiley
- Published
- 2023-02-13
- Volume
- 83
- Issue
- 1
- Pages
- 108-115
- ISSN
- 0022-4006 (ISSN-L)
- 1752-7325
- PMC
- PMC10329468
- OpenAlex
- W4320480474
- Cited by
- 4
- References
- 33
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 1
- FWCI
- 1.13
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Public Health Dentistry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute of Dental and Craniofacial Research (U01‐DE025507, UH2‐DE025483, UH2‐DE025514, UH3‐DE025483, UH3‐DE025514)
- University of Illinois
- University of California, San Francisco
- Topics
- Health Sciences › Dentistry › Periodontics › Dental Health and Care Utilization
- Health Sciences › Dentistry › Periodontics › Oral microbiology and periodontitis research
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Reliability and Agreement in Measurement
- Keywords
- oral hygiene index, young children, inter-rater reliability, intra-rater reliability, clinical photographs, maxillary incisors
- MeSH terms
- Calibration, Child, Child, Preschool, Humans, Reproducibility of Results
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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