Evidence map›Paper›PMID 40649184›Full record

ArticleJournal of clinical medicine2025

Comparison of Validity and Reliability of Manual Consensus Grading vs. Automated AI Grading for Diabetic Retinopathy Screening in Oslo, Norway: A Cross-Sectional Pilot Study.

Mia Karabeg, Goran Petrovski, Katrine Holen, Ellen Steffenssen Sauesund, Dag Sigurd Fosmark, Greg Russell, Maja Gran Erke, Vallo Volke, Vidas Raudonis, Rasa Verkauskiene and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

14 authors.

Mia KarabegCenter for Eye Research and Innovative Diagnostics, Department of Ophthalmology, Institute for Clinical Medicine, University of Oslo, Kirkeveien 166, 0450 Oslo, Norway.ORCID 0000-0002-7577-9851
Goran PetrovskiCenter for Eye Research and Innovative Diagnostics, Department of Ophthalmology, Institute for Clinical Medicine, University of Oslo, Kirkeveien 166, 0450 Oslo, Norway.ORCID 0000-0003-2905-9252
Katrine HolenDepartment of Ophthalmology, Oslo University Hospital, Kirkeveien 166, 0450 Oslo, Norway.
Ellen Steffenssen SauesundDepartment of Ophthalmology, Oslo University Hospital, Kirkeveien 166, 0450 Oslo, Norway.
Dag Sigurd FosmarkDepartment of Ophthalmology, Oslo University Hospital, Kirkeveien 166, 0450 Oslo, Norway.
Greg RussellClinical Development, Eyenuk Inc., Woodland Hills, CA 91367, USA.
Maja Gran ErkeDepartment of Ophthalmology, Oslo University Hospital, Kirkeveien 166, 0450 Oslo, Norway.
Vallo VolkeFaculty of Medicine, Tartu University, 50411 Tartu, Estonia.
Vidas RaudonisAutomation Department, Kaunas University of Technology, 51368 Kaunas, Lithuania.
Rasa VerkauskieneInstitute of Endocrinology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania.
Jelizaveta SokolovskaFaculty of Medicine, University of Latvia, Jelgavas Street 3, LV1004 Riga, Latvia.
Morten Carstens MoeCenter for Eye Research and Innovative Diagnostics, Department of Ophthalmology, Institute for Clinical Medicine, University of Oslo, Kirkeveien 166, 0450 Oslo, Norway.
Inga-Britt Kjellevold HaugenNorwegian Association of the Blind and Partially Sighted, 0354 Oslo, Norway.
Beata Eva PetrovskiCenter for Eye Research and Innovative Diagnostics, Department of Ophthalmology, Institute for Clinical Medicine, University of Oslo, Kirkeveien 166, 0450 Oslo, Norway.

Funding

Baltic Research Programme's project Nr.EEA-RESEARCH-60 "Integrated model for personalized diabetic retinopathy screening and monitoring using risk-stratification and automated AI-based fundus image analysis (PerDiRe)" financially supported by the European Nr.EEA-RESEARCH-60Norwegian Association from the Blind and Partially Sighted n/a
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence (AI)automated gradingdiabetic macular edemadiabetic retinopathydiagnostic accuracyEyeArtfundus photographymanual consensus gradingscreening program

Identifiers

PMID40649184
PMCPMC12250776

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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 OpenQuestion graph.