5 artifacts matching
Between Help and Harm: An Evaluation Study of Mental Health Crisis Handling by Large Language Models
Peer-reviewed study introducing a taxonomy of six clinically-informed mental-health crisis categories, an evaluation dataset of over 2,000 user inputs drawn from twelve public conversational datasets…
Automated Safety Testing and Reporting Application for Conversational Safety Monitoring of Generative AI Tools for Mental Health: Development and Validation Study
A peer-reviewed development-and-validation study of ASTRA, an external system that monitors AI-mediated mental-health conversations to identify clinically relevant risk behaviors at the conversation…
Delusional Experiences Emerging From AI Chatbot Interactions or "AI Psychosis"
A peer-reviewed psychiatric commentary in JMIR Mental Health analyzing delusional experiences that emerge from AI chatbot use, sometimes termed 'AI psychosis.' It argues psychiatry must reconsider th…
Using Psychological Artificial Intelligence (Tess) to Relieve Symptoms of Depression and Anxiety: Randomized Controlled Trial
An early randomized controlled trial of Tess (X2AI), a conversational-agent mental-health intervention, testing its effect on depression and anxiety symptoms in US university students over a 2-4 week…
Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial
Two-week unblinded randomized controlled trial (n=70, ages 18-28) comparing a CBT-delivering conversational agent (Woebot) with an information-only control. Measures change in depression and anxiety…