Evidence map›Paper›PMID 42506631›Full record

ArticleVaccines2026

Leveraging Large Language Models to Address Common Vaccination Myths and Misconceptions.

Florian Reis, Lea J Bayer, Claudius Malerczyk, Christian Lenz, Christof von Eiff

Abstract read
In one paragraph

Article in Vaccines, 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

5 authors.

Florian ReisMedical Affairs, Pfizer Pharma GmbH, 10117 Berlin, Germany.ORCID 0009-0009-1064-9173
Lea J BayerMedical Affairs, Pfizer Pharma GmbH, 10117 Berlin, Germany.
Claudius MalerczykMedical Affairs, Pfizer Pharma GmbH, 10117 Berlin, Germany.
Christian LenzMedical Affairs, Pfizer Pharma GmbH, 10117 Berlin, Germany.
Christof von EiffMedical Affairs, Pfizer Pharma GmbH, 10117 Berlin, Germany.ORCID 0000-0002-7821-2359

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

health communicationhealth literacylarge language modelsmyth debunkingvaccine hesitancyvaccine myths

Identifiers

PMID42506631
PMCPMC13418006

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.