Evidence map›Paper›PMID 40227336›Full record

ArticleBiotech (Basel (Switzerland))2025

Prediction of Lupus Classification Criteria via Generative AI Medical Record Profiling.

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

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biotech (Basel (Switzerland)), 2025. 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. Review
  2. Article
  3. Review
  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

6 authors.

Sandeep NairProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.
Gerald H LushingtonProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.ORCID 0000-0001-5821-4253
Mohan PurushothamanProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.
Bernard RubinProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.
Eldon JupeProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.ORCID 0000-0001-6868-4742
Santosh GattamProgentec Diagnostics, Inc., 755 Research Pkwy, Oklahoma City, OK 73104, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Systemic lupus erythematosus (SLE) is a complex autoimmune disease that poses serious long-term patient burdens.

Indexed as

American College of Rheumatology (ACR)generative artificial intelligence (genAI)large language model (LLM)medical records (MRs)natural language processing (NLP)systemic lupus erythematosus (SLE)

Identifiers

PMID40227336
PMCPMC11940096

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.