Evidence map›Paper›PMID 41597513›Full record

ArticleMedicina (Kaunas, Lithuania)2026

Dermatology "AI Babylon": Cross-Language Evaluation of AI-Crafted Dermatology Descriptions.

Emmanouil Karampinis, Christina-Marina Zoumpourli, Christina Kontogianni, Theofanis Arkoumanis, Dimitra Koumaki, Dimitrios Mantzaris, Konstantinos Filippakis, Maria-Myrto Papadopoulou, Melpomeni Theofili, Nkechi Anne Enechukwu and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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.

Emmanouil KarampinisSecond Dermatology Department, School of Health Sciences, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece.ORCID 0009-0007-4130-3306
Christina-Marina Zoumpourli1st Department of Dermatology and Venereology, "Andreas Sygros" Hospital, Medical School, National and Kapodistrian University of Athens, 161 21 Athens, Greece.
Christina KontogianniDepartment of Internal Medicine, InnKlinikum Altötting, 84503 Altötting, Germany.
Theofanis Arkoumanis2nd Academic Department of General Surgery, Aretaieion Hospital, National and Kapodistrian University of Athens, 161 21 Athens, Greece.
Dimitra KoumakiDermatology Department, University Hospital of Heraklion, 715 00 Heraklion, Greece.ORCID 0000-0001-7074-2374
Dimitrios MantzarisComputational Intelligence and Health Informatics Lab, Nursing Department, University of Thessaly, 382 21 Larissa, Greece.
Konstantinos FilippakisDepartment of Internal Medicine, Chios General Hospital, 821 00 Chios, Greece.
Maria-Myrto PapadopoulouDepartment of Internal Medicine, General Hospital of Karditsa, 431 31 Karditsa, Greece.ORCID 0000-0002-2152-2698
Melpomeni Theofili2nd Department of Dermatology and Venereology, "Attikon" General University Hospital, Medical School, National and Kapodistrian University of Athens, 157 84 Athens, Greece.ORCID 0009-0006-3379-8807
Nkechi Anne EnechukwuDepartment of Dermatology, Nnamdi Azikiwe University Teaching Hospital, Nnewi 431101, Nigeria.ORCID 0000-0002-6708-0485
Nomtondo Amina OuédraogoDermatology Department, University Joseph Ki-Zerbo, Ouagadougou 03 BP 7021, Burkina Faso.ORCID 0000-0002-0734-0759
Alexandros Katoulis2nd Department of Dermatology and Venereology, "Attikon" General University Hospital, Medical School, National and Kapodistrian University of Athens, 157 84 Athens, Greece.ORCID 0000-0001-8189-7486
Efterpi ZafiriouDepartment of Dermatology, Faculty of Medicine, School of Health Sciences, University General Hospital of Larissa, University of Thessaly, 411 10 Larissa, Greece.ORCID 0000-0002-6594-7292
Dimitrios Sgouros2nd Department of Dermatology and Venereology, "Attikon" General University Hospital, Medical School, National and Kapodistrian University of Athens, 157 84 Athens, Greece.ORCID 0000-0003-0009-8821

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceDermatologyDermoscopyHumansLanguageTerminology as TopicAI-generated textartificial intelligencechatbotdermatologydermoscopylanguageterminology

Identifiers

PMID41597513
PMCPMC12843771

What Socratic holds

Textmetadata
LicenceCC BY
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.