Evidence map›Paper›PMID 41374433›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Evaluating GPT-5 for Melanoma Detection Using Dermoscopic Images.

Qingguo Wang, Ihunna Amugo, Harshana Rajakaruna, Maria Johnson Irudayam, Hua Xie, Anil Shanker, Samuel E Adunyah

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
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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

7 authors.

Qingguo WangDepartment of Biochemistry, Cancer Biology, Neurosciences and Pharmacology, School of Medicine, Meharry Medical College, Nashville, TN 37208, USA.ORCID 0000-0002-5125-3724
Ihunna AmugoDepartment of Oral Diagnostic Sciences and Research, School of Dentistry, Meharry Medical College, Nashville, TN 37208, USA.
Harshana RajakarunaThe Office for Research and Innovation, Meharry Medical College, Nashville, TN 37208, USA.
Maria Johnson IrudayamThe Office for Research and Innovation, Meharry Medical College, Nashville, TN 37208, USA.
Hua XieDepartment of Oral Diagnostic Sciences and Research, School of Dentistry, Meharry Medical College, Nashville, TN 37208, USA.
Anil ShankerDepartment of Biochemistry, Cancer Biology, Neurosciences and Pharmacology, School of Medicine, Meharry Medical College, Nashville, TN 37208, USA.ORCID 0000-0001-6372-3669
Samuel E AdunyahDepartment of Biochemistry, Cancer Biology, Neurosciences and Pharmacology, School of Medicine, Meharry Medical College, Nashville, TN 37208, USA.ORCID 0000-0002-8581-7778

Funding

Endowment for Health Disparities ResearchS21MD000104 · NIMHD · MEHARRY MEDICAL COLLEGE · PI HILDRETH, JAMES E · 2001 to 2016
$73.1M
The RCMI Program in Health Disparities Research at Meharry Medical College - SupplementU54MD007586 · NIMHD · MEHARRY MEDICAL COLLEGE · PI SANIKA SAMUEL CHIRWA · 2017 to 2026
$48.2M
Roles of STATs and Src kinases in growth control by IL17U54CA091405 · NCI · VANDERBILT UNIVERSITY · PI MOSES, HAROLD L · 2001 to 2010
$5.0M
Meharry Center for Genome Research (MCGR)UH3HG013248 · NHGRI · MEHARRY MEDICAL COLLEGE · PI Anil Shanker · 2025 to 2026
$4.2M
Development and characterization of anti-P. gingivalis peptidesR16GM149359 · NIGMS · MEHARRY MEDICAL COLLEGE · PI Qingguo Wang · 2023 to 2026
$582k
American Cancer Society DICRIDG-21-071-01-DICRIDGChan Zuckerberg Initiative CZIF2022-007043NCI NIH HHS U54 CA091405NHGRI NIH HHS UH3 HG013248NIGMS NIH HHS R16 GM149359NIH HHS 1OT2OD032581NIH HHS 1R16GM149359-23NIH HHS 1U54MD007586-22NIH HHS 1UG3HG013248-23NIMHD NIH HHS S21 MD000104NIMHD NIH HHS U54 MD007586
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ChatGPTdermoscopyGPT-5large language modelmelanoma diagnosis

Identifiers

PMID41374433
PMCPMC12691432

What OpenQuestion holds

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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 OpenQuestion graph.