Evidence map›Paper›PMID 42449717›Full record

ArticleCancers2026

Large Language Models for Multidisciplinary Tumor Board Decision-Making in Primary Liver Tumors: A Retrospective Single-Center Study.

Julian Palzer, Alexander Genchev, Esref Belger, Clara Antonia Weigle, Bengt Arne Wiemann, Philipp Tessmer, Mohamad Murad, Marie-Luise Berres, Franziska Alexandra Meister, Iakovos Amygdalos and 6 more

Abstract read
In one paragraph

Article in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

16 authors.

Julian PalzerDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0000-0002-5457-7628
Alexander GenchevDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0009-0002-0420-6260
Esref BelgerDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Clara Antonia WeigleDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Bengt Arne WiemannDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0009-0002-9968-5785
Philipp TessmerDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0009-0002-4092-3259
Mohamad MuradCentrum for Integrated Oncology, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Marie-Luise BerresCentrum for Integrated Oncology, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0000-0002-8009-948X
Franziska Alexandra MeisterDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0000-0002-9624-6042
Iakovos AmygdalosDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0000-0002-5138-4214
Philipp BrunersCentrum for Integrated Oncology, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Daniel TruhnCentrum for Integrated Oncology, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Ahmed Allam MohamedCentrum for Integrated Oncology, University Hospital RWTH Aachen, 52074 Aachen, Germany.ORCID 0000-0003-0650-3576
Florian Wolfgang Rudolf VondranDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Felix OldhaferDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.
Oliver BeetzDepartment of General, Visceral, Pediatric and Transplant Surgery, University Hospital RWTH Aachen, 52074 Aachen, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencecancerChatGPTcholangiocellular carcinomaClaudehepatocellular carcinomalarge language modelsLLMmultidisciplinary tumor boardprimary liver malignancies

Identifiers

PMID42449717
PMCPMC13359904

What OpenQuestion holds

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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.