Evidence map›Paper›PMID 42651040›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Benchmarking Large Language Models in Acute-on-Chronic Pancreatitis: An Exploratory Study.

Alina Florentina Pistrițu, Mihai Radu Pahomeanu, Andreea Irina Ghiță, Cosmin Mihail Andrian, Arina Ilinca Gheorghe, Elena Alupei, Dana Bilous, Deniz Gunsahin, Cătălina Vlăduț, Adrian Costache and 8 more

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. 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

18 authors.

Alina Florentina PistrițuFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Mihai Radu PahomeanuFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0002-7052-4294
Andreea Irina GhițăGastroenterology Department, Emergency Clinical Hospital of Bucharest, 014461 Bucharest, Romania.ORCID 0009-0002-8753-9924
Cosmin Mihail AndrianFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0009-0001-1899-7262
Arina Ilinca GheorgheFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0001-9288-5309
Elena AlupeiFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0009-0003-6274-2771
Dana BilousFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0003-3950-7610
Deniz GunsahinFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0009-0006-2984-4727
Cătălina VlăduțFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Adrian CostacheFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Petruța Violeta FilipFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0002-4624-0443
Cristina TociaFaculty of Medicine, "Ovidius" University of Constanta, 900470 Constanta, Romania.
Răzvan Cătălin PopescuFaculty of Medicine, "Ovidius" University of Constanta, 900470 Constanta, Romania.ORCID 0000-0002-6436-9961
Cristian George ȚieranuFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0001-5348-0341
Eugen DumitruFaculty of Medicine, "Ovidius" University of Constanta, 900470 Constanta, Romania.ORCID 0000-0002-7268-3723
Mihai CiocîrlanFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Corina Silvia PopFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Lucian NegreanuFaculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0003-3042-0754

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

acute-on-chronic pancreatitisartificial intelligencechatbotlarge language modelpancreatitis

Identifiers

PMID42651040
PMCPMC13512442

What OpenQuestion holds

Textmetadata
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.