Correction Notice: A Scoping Review Addressing Mental Health Risks Associated with LLM-Based Chatbots

Overview

This correction notice addresses the alteration in the sequence of figures in the original article regarding mental health risks associated with LLM-based chatbots. The corrected figures are now presented accurately, ensuring the integrity of the reported findings.

Background

The integration of chatbots in mental health care has evolved since the 1970s. This correction highlights the importance of accurate representation of data in understanding the risks associated with LLM-based chatbots.

Data Highlights

No numerical or trial data is presented in the correction notice.

Key Findings

• The sequence of figures in the original article was altered.
• The correction ensures accurate representation of the findings related to mental health risks of LLM-based chatbots.
• Concerns exist regarding the interpretation of chatbot outputs by users, particularly in crisis situations.
• There is a need for clinician oversight and safeguards when using AI in mental health care.

Clinical Implications

Clinicians should remain aware of the evolving role of chatbots in mental health care.

Conclusion

This correction notice emphasizes the necessity for accuracy in reporting findings related to mental health risks associated with LLM-based chatbots.

Related Resources & Content

1. npj Digital Medicine, 2026 -- Exploring the Mental Health Risks Associated with LLM-Driven Chatbots: A Scoping Review
2. Frontiers in Digital Health — The Influence of Professional Perspectives on the Adoption of AI in Mental Health Services: A Qualitative Analysis of an LLM-Enhanced Chatbot
3. Frontiers in Digital Health — Exploring the Role of Chatbots in Mental Health Interventions: A Comprehensive Review of Systematic Reviews and Meta-Analyses
4. Journal of Medical Internet Research (JMIR) — How Does That Large Language Model Make You Feel?
5. Position Statement on the Use of Artificial Intelligence for Mental Health Services and Treatment
6. Effectiveness of AI and rule-based conversational agents for depression, anxiety and stress: A meta-analysis | npj Digital Medicine
7. A scoping review on the mental health harms of LLM-based chatbots | npj Digital Medicine