Evidence map›Paper›PMID 42282080›Full record

ReviewCampbell systematic reviews2026

Protocol: Effectiveness of Artificial Intelligence-Based Psychotherapy in Treating Mental Disorders.

Amit Kumar Soni, Vinit Kumar Singh, Mohit Kumar

Abstract readReview
In one paragraph

Review in Campbell systematic reviews, 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

3 authors.

Amit Kumar SoniDepartment of Clinical Psychology, National Institute of Mental Health and Neurosciences, Bengaluru, India.ORCID https://orcid.org/0000-0002-7154-8474
Vinit Kumar SinghDepartment of Psychiatry, All India Institute of Medical Sciences, Bhopal, India.ORCID https://orcid.org/0000-0002-3921-7077
Mohit KumarDepartment of Psychiatry, All India Institute of Medical Sciences, Bhopal, India.ORCID https://orcid.org/0000-0002-9831-0546

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This is the protocol for a Campbell systematic review. The objective is as follows: to assess the effectiveness of artificial intelligence-based psychotherapeutic interventions for individuals formally diagnosed with mental disorders. In addition to evaluating overall psychological outcomes, the review will explore how intervention effects vary by country, AI architecture, underlying psychotherapeutic model, involvement of human therapists, and targeted diagnostic category.

Indexed as

artificial intelligenceconversational agentsmental disordersprotocolpsychotherapysystematic review

Identifiers

PMID42282080
PMCPMC13251845

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.