ReviewNPJ digital medicine2026
A transdiagnostic model for how general purpose AI chatbots can perpetuate OCD and anxiety disorders.
Review in NPJ digital medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
Who cites it
3 citing papers in PubMed.
- Debate: Conversational AI and young people's mental health-friend or foe? A case for designing conversational AI as a bridge to youth mental health support.Child and adolescent mental health · 2026Article
- Perspectives of Individuals With Obsessive-Compulsive Disorder on the Role of Artificial Intelligence in Therapy and Treatment: Thematic Qualitative Study.Journal of participatory medicine · 2026Article
- Current themes of AI in mental health: Actionable evidence and guardrails for mood and anxiety care.Journal of mood and anxiety disorders · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Millions are turning to general-purpose AI chatbots for psychological support, potentially reinforcing symptoms such as intolerance of uncertainty, "need to know" compulsions, and perfectionism. Clinical observation and emerging research suggest chatbot features exacerbate transdiagnostic avoidance-a process integral to OCD and anxiety-perpetuating maladaptive cycles and hindering corrective learning. We propose a framework in which avoidance is reinforced through repeated chatbot interactions, and outline strategies for clinicians, users, developers, and policymakers to support healthier engagement.
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.