Evidence map›Paper›PMID 41893075›Full record

ReviewNursing reports (Pavia, Italy)2026

Educational Applications of AI-Based Chatbots in Nursing: A Scoping Review.

Francisco Fernandes, Rúben Encarnação, José Alves, Carla Pais-Vieira, Suzinara Beatriz Soares de Lima, Paulo Alves

Abstract readReview
In one paragraph

Review in Nursing reports (Pavia, Italy), 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

6 authors.

Francisco FernandesGraduate Program in Nursing (PPGENF/UFSM), Federal University of Santa Maria, Santa Maria 97105-900, Brazil.ORCID 0009-0000-0031-5748
Rúben EncarnaçãoCenter for Interdisciplinary Research in Health (CIIS), Faculty of Health Sciences and Nursing, Catholic University of Portugal, 4169-005 Porto, Portugal.ORCID 0000-0003-2666-7391
José AlvesCenter for Interdisciplinary Research in Health (CIIS), Faculty of Health Sciences and Nursing, Catholic University of Portugal, 4169-005 Porto, Portugal.ORCID 0009-0004-5809-3788
Carla Pais-VieiraCenter for Interdisciplinary Research in Health (CIIS), Faculty of Health Sciences and Nursing, Catholic University of Portugal, 4169-005 Porto, Portugal.ORCID 0000-0002-9262-0375
Suzinara Beatriz Soares de LimaGraduate Program in Nursing (PPGENF/UFSM), Federal University of Santa Maria, Santa Maria 97105-900, Brazil.ORCID 0000-0002-2162-8601
Paulo AlvesCenter for Interdisciplinary Research in Health (CIIS), Faculty of Health Sciences and Nursing, Catholic University of Portugal, 4169-005 Porto, Portugal.ORCID 0000-0002-6348-3316

Funding

FCT - Fundação para a Ciência e Tecnologia, I.P. by project reference UID/04279/2025 and DOI identifier https://doi.org/10.54499/UID/04279/2025 - Centro de Investigação Interdisciplinar em Saúde. 0
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence governanceclinical reasoningeducational technologyethics and governancegenerative artificial intelligencelarge language modelsnursing educationscoping review

Identifiers

PMID41893075
PMCPMC13028657

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.