Research graph
References from Responses of AI chatbots to escalating suicide risk: A simulation study of repeated interactions. Local targets link to admitted publications; unresolved targets remain external evidence.
Controlling the false discovery rate: a practical and powerful approach to multiple testing
10.1111/j.2517-6161.1995.tb02031.x · 1995 · External reference
AI chatbot suicide risk detection and response: human validation study of the open-source VERA-MH safety evaluation
10.2196/92817 · 2026 · External reference
Unresolved reference
External reference
The now and future of ChatGPT and GPT in psychiatry
10.1111/pcn.13588 · 2023 · External reference
The future landscape of large language models in medicine
10.1038/s43856-023-00370-1 · 2023 · External reference
The health risks of generative AI-based wellness apps
10.1038/s41591-024-02943-6 · 2024 · External reference
Warning: AI chatbots will soon dominate psychotherapy
10.1192/bjp.2025.10380 · 2026 · External reference
Unresolved reference
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Suicide mortality in the United States, 2002-2022
2024 · External reference
An overview of chatbot-based mobile mental health apps: insights from app description and user reviews
10.2196/44838 · 2023 · External reference
Randomized trial of a generative AI chatbot for mental health treatment
10.1056/aioa2400802 · 2025 · External reference
Safety of large language models in addressing depression
2023 · External reference
Applications of large language models in the field of suicide prevention: scoping review
10.2196/63126 · 2025 · External reference
Mental health systems in countries: where are we now?
10.1016/s0140-6736(07)61241-0 · 2007 · External reference
Your robot therapist is not your therapist: understanding the role of AI-powered mental health chatbots
10.3389/fdgth.2023.1278186 · 2023 · External reference
Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being
10.1038/s41746-023-00979-5 · 2023 · External reference
Longitudinal data analysis using generalized linear models
10.1093/biomet/73.1.13 · 1986 · External reference
Loneliness and suicide mitigation for students using GPT3-enabled chatbots
10.1038/s44184-023-00047-6 · 2024 · External reference
Performance of mental health chatbot agents in detecting and managing suicidal ideation
10.1038/s41598-025-17242-4 · 2025 · External reference
The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults
10.1176/appi.ajp.2011.10111704 · 2011 · External reference
Small-sample methods for cluster-robust variance estimation and hypothesis testing in fixed effects models
10.1080/07350015.2016.1247004 · 2018 · External reference
Warning signs for suicide: theory, research, and clinical applications
10.1521/suli.2006.36.3.255 · 2006 · External reference
‘For argument’s sake, show me how to harm myself!’: jailbreaking LLMs in suicide and self-harm contexts
2025 · External reference
“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health
10.1038/s44184-024-00097-4 · 2024 · External reference
Evaluating the safety of AI responses in suicide-related interactions: a clinically informed framework and simulation study
2026 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2025 · External reference
Suicide prevention strategies revisited: 10-year systematic review
10.1016/s2215-0366(16)30030-x · 2016 · External reference
