Evidence map›Paper›PMID 41154301›Full record

ReviewHealthcare (Basel, Switzerland)2025

Artificial Intelligence and Digital Technologies Against Health Misinformation: A Scoping Review of Public Health Responses.

Angelo Cianciulli, Emanuela Santoro, Roberta Manente, Antonietta Pacifico, Savino Quagliarella, Nicole Bruno, Valentina Schettino, Giovanni Boccia

Abstract readReview
In one paragraph

Review in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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

8 authors.

Angelo CianciulliDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.ORCID 0000-0001-6858-4362
Emanuela SantoroDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.ORCID 0000-0002-0602-2513
Roberta ManenteSan Giovanni di Dio e Ruggi d'Aragona University Hospital, 84081 Salerno, Italy.
Antonietta PacificoDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.ORCID 0000-0002-4320-8640
Savino QuagliarellaDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.ORCID 0009-0008-6249-4559
Nicole BrunoDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.
Valentina SchettinoDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.
Giovanni BocciaDepartment of Medicine, Surgery and Dentistry ''Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy.ORCID 0000-0002-7757-6855

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencehealth communicationinfodemicmachine learningmisinformationpublic healthsocial media

Identifiers

PMID41154301
PMCPMC12564032

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.