Building trust in artificial intelligence and new technologies in mental health.

Bessie O'Dell, Katherine Stevens, Anneka Tomlinson, Ilina Singh, Andrea Cipriani

Abstract readEditorial

In one paragraph

Article in Evidence-based mental health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it

0cells of the map it votes in

8citing 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

8 citing papers in PubMed.

A Decision-Support System to Personalize Antidepressant Treatment in Major Depressive Disorder: A Randomized Clinical Trial.JAMA · 2026
Trial
Artificial Intelligence Discontinuation Effects (AI-DICE): An Emerging Phenomenon in Mental Health Applications.JMIR AI · 2026
Article
Developing a Suicide Risk Prediction Algorithm Using Electronic Health Record Data in Mental Health Care: Real-World Case Study.JMIR medical informatics · 2026
Article
Artificial Intelligence for Mental Health Monitoring: A Solution for Digital Behavioral Health Care and Education-An Umbrella Review.Health science reports · 2026
Review
DIS. Designing Interactive Systems (Conference) · 2025
Article
Implementation framework for AI deployment at scale in healthcare systems.iScience · 2025
Review
Health Care Professionals' and Parents' Perspectives on the Use of AI for Pain Monitoring in the Neonatal Intensive Care Unit: Multisite Qualitative Study.JMIR AI · 2024
Article
Preparing for an Artificial Intelligence-Enabled Future: Patient Perspectives on Engagement and Health Care Professional Training for Adopting Artificial Intelligence Technologies in Health Care Settings.JMIR AI · 2023
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

5 authors.

Bessie O'DellDepartment of Psychiatry, University of Oxford, Oxford, Oxfordshire, UK.

Katherine StevensDepartment of Psychiatry, University of Oxford, Oxford, Oxfordshire, UK.

Anneka TomlinsonDepartment of Psychiatry, University of Oxford, Oxford, Oxfordshire, UK.

Ilina SinghDepartment of Psychiatry, University of Oxford, Oxford, Oxfordshire, UK.

Andrea CiprianiDepartment of Psychiatry, University of Oxford, Oxford, Oxfordshire, UK andrea.cipriani@psych.ox.ac.uk.ORCID 0000-0001-5179-8321

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligencePsychiatryHumansMental HealthTrustAdult psychiatryChild & adolescent psychiatryDepression & mood disorders

Identifiers

PMID35444002

DOI10.1136/ebmental-2022-300489

PMCPMC10231479

What OpenQuestion holds

Textmetadata

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.