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Table · dataset · 2026

<p>Anonymized dataset.</p>

Listed in figshare

<div> <p>Background</p><p>Refractive error is a leading treatable cause of visual impairment among school-aged children, yet implementation of standardized school-based vision screening remains inconsistent in many low- and middle-income countries.

Description

CERMATA is a web-based digital platform that integrates the validated WHOeyes mobile application with referral management and program monitoring.</p> <p>Methods</p><p>This cross-sectional pilot implementation study evaluated the operational feasibility and preliminary screening performance of CERMATA in two primary schools participating in the initial implementation phase of the CERMATA program in Jakarta, Indonesia.

Seventy-two children aged 9–12 years completed both CERMATA screening and standardized Snellen visual acuity assessment on the same day. Referral-level reduced visual acuity was defined as presenting visual acuity worse than 6/9 in either eye. Screening performance, agreement, and receiver operating characteristic (ROC) analysis were evaluated at the participant level using the poorer eye.</p> <p>Results</p><p>According to the Snellen reference assessment, 58 participants (80.6%) met the referral criterion.

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CERMATA demonstrated a sensitivity of 96.6%, specificity of 71.4%, positive predictive value of 93.3%, negative predictive value of 83.3%, and overall accuracy of 91.7%. Agreement with the reference assessment was substantial (κ = 0.719), and ROC analysis demonstrated excellent discrimination (AUC = 0.914; 95% CI, 0.83–1.00). All participants included in the screening performance analysis completed both assessments, supporting the operational feasibility of the screening workflow.</p> <p>Conclusion</p><p>In this pilot implementation study, CERMATA demonstrated promising screening performance and operational feasibility for identifying reduced vision in older primary school-aged children.

Larger multicenter implementation studies are warranted to confirm its performance, scalability, and integration into routine eye-care pathways before national-scale implementation.</p></div>

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Where it is published

Catalogue records · 1

Topics

Provenance · 11 source records, 19 field assertions
SourceKeyLast seenRaw
ZivaHub · removed upstreamoai:figshare.com:article/3403621414 d agoJSON v1
Deakin Research Online · removed upstreamoai:figshare.com:article/3403621414 d agoJSON v1
DMU Figshare · removed upstreamoai:figshare.com:article/3403621414 d agoJSON v1
HKU DataHub · removed upstreamoai:figshare.com:article/3403621413 d agoJSON v1
Swinburne Figshare · removed upstreamoai:figshare.com:article/3403621413 d agoJSON v1
DaYta Ya Rona · removed upstreamoai:figshare.com:article/3403621413 d agoJSON v1
SUNScholarData · removed upstreamoai:figshare.com:article/3403621413 d agoJSON v1
figshareoai:figshare.com:article/3403621413 d agoJSON v1
Loughborough Research Repository · removed upstreamoai:figshare.com:article/3403621412 d agoJSON v1
GRANTS Data · removed upstreamoai:figshare.com:article/3403621412 d agoJSON v1
UP Research Data Repository · removed upstreamoai:figshare.com:article/3403621412 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[disease].local:disease:cancermapping · figshare comvocabulary-mapper@1.0.0keywords['Cancer']
concepts[field].anzsrc:field:320211mapping · figshare comvocabulary-mapper@1.0.0keywords['Infectious Diseases']
concepts[field].anzsrc:field:440710mapping · figshare comvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title