Evidence map›Paper›PMID 42748377›Full record

ArticleJMIR formative research2026

Problematic Reliance on Generative AI in an Anxious Young Adult: Case Report.

Sarah Armstrong

Abstract readCase Reports
In one paragraph

Article in JMIR formative research, 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

1 author.

Sarah ArmstrongDepartment of Psychiatry, Schulich School of Medicine and Dentistry, Western University, 54 Riverview Ave, London, ON, N6J1A2, Canada, 1 519-646-6000.ORCID http://orcid.org/0009-0009-3756-0582

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlabelled: Generative AI tools are increasingly being integrated into daily life, offering cognitive support across domains such as writing, decision-making, and social interpretation. While beneficial, excessive reliance on such tools may contribute to diminished confidence in one's own thinking., This report describes a woman in her mid-20s with generalized anxiety disorder and major depressive disorder who developed a pattern of functional dependence on generative AI tools-specifically ChatGPT (OpenAI). She historically had strong social, academic, and occupational functioning. Psychiatric consultation did not suggest the presence of a personality disorder, and although she was a high-achieving individual, clinically significant perfectionistic traits were not evident. Despite this, she increasingly relied on AI for routine cognitive and interpersonal tasks, including composing emails, interpreting social interactions, predicting the future, and making decisions, and she felt increasingly uncomfortable completing such tasks independently. This case highlights the potential danger of generative AI tools in reassurance-seeking behavior and how their use might compound anxiety. These behaviors were observed across both professional and personal contexts, suggesting that the patient's AI use was not limited to task-specific assistance but reflected a generalized strategy for managing uncertainty and self-doubt. In this case, this behavioral pattern was characterized by cognitive offloading, reduced confidence in independent judgment, and reinforcement of externalized thinking processes, which led to the subjective belief of declining skill and compromised functional autonomy. The Interaction of Person-Affect-Cognition-Execution (I-PACE) model was used to describe this pattern of behavior. While repeatedly turning to a family member or friend for validation and reassurance might lead to interpersonal fatigue, using AI tools for this purpose has no such limits, and the tools are infinitely accessible. This might ultimately worsen a patient's ability to tolerate uncertainty. Given the ubiquity of AI tools and the prevalence of anxiety disorders, clinicians may need to be aware of the role AI tools could potentially play in reassurance seeking and thus the perpetuation of anxiety.

Indexed as

Generative Artificial IntelligenceMajor Depressive DisorderAdultFemaleGeneralized Anxiety DisorderHumansAIanxiety disorderscase reportChatGPTlarge language modelsyoung adult

Identifiers

PMID42748377
PMCPMC13581145

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.