Evidence map›Paper›PMID 42587627›Full record

ReviewDiagnostics (Basel, Switzerland)2026

Clinical Performance and Implementation of AI-Enabled Paediatric Ophthalmic Screening, Triage, Diagnosis, and Surveillance in Primary, Community, and Referral-Linked Pathways: A Systematic Review.

Joel Somerville, Mohammad Hussein Mustafa, Mohamed Mahmoud Seweid, Rabie Adel El Arab

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Joel SomervilleCentre for Rural Health Science, University of the Highlands and Islands, Inverness IV2 3JH, UK.ORCID 0000-0002-8728-0687
Mohammad Hussein MustafaDr. Sulaiman Alhabib Medical Group, King Fahad Road, Olaya, Riyadh 11643, Saudi Arabia.ORCID 0009-0007-2937-4347
Mohamed Mahmoud SeweidFaculty of Nursing, Beni-Suef University, Beni-Suef, Egypt.ORCID 0000-0002-8556-9639
Rabie Adel El ArabDepartment of Nursing, Mohammed Al-Mana College for Medical Sciences, Dammam 34222, Saudi Arabia.ORCID 0000-0002-3822-9236

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

amblyopiaartificial intelligencediagnostic accuracyhuman-in-the-loop AImachine learningophthalmic diagnosticspaediatric ophthalmologyretinoblastomaretinopathy of prematurityvision screening

Identifiers

PMID42587627
PMCPMC13465666

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.