Evidence map›Paper›PMID 41008780›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Criteria and Protocol: Assessing Generative AI Efficacy in Perceiving EULAR 2019 Lupus Classification.

Gerald H Lushington, Sandeep Nair, Eldon R Jupe, Bernard Rubin, Mohan Purushothaman

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. 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

5 authors.

Gerald H LushingtonProgentec Diagnostics Inc., Oklahoma City, OK 73104, USA.ORCID 0000-0001-5821-4253
Sandeep NairProgentec Diagnostics Inc., Oklahoma City, OK 73104, USA.
Eldon R JupeProgentec Diagnostics Inc., Oklahoma City, OK 73104, USA.ORCID 0000-0001-6868-4742
Bernard RubinProgentec Diagnostics Inc., Oklahoma City, OK 73104, USA.ORCID 0000-0002-9250-3865
Mohan PurushothamanProgentec Diagnostics Inc., Oklahoma City, OK 73104, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

American College of Rheumatology (ACR)antinuclear antibody (ANA)disease classificationEuropean Alliance of Associations for Rheumatology (EULAR)generative artificial intelligence (genAI)natural language processing (NLP)systemic lupus erythematosus (SLE)undifferentiated connective tissue disorder (UCTD)

Identifiers

PMID41008780
PMCPMC12468409

What OpenQuestion 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 OpenQuestion graph.