Author

Caroline A. Figueroa

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Review Open access Sep 2026

Making medical AI benchmarks clinically interpretable: the case of mental health

Abstract Medical artificial intelligence (AI) benchmarks are increasingly used to assess the readiness of large language models for health-related tasks, but aggregate performance scores can obscure clinically meaningful variation across domains. HealthBench, an open benchmark of 5000 multi-turn health conversations, r...

R. McBain, Ellice Huang, Caroline A. Figueroa et al. · BMJ mental health · 0 citations

#artificial intelligence Review Sep 2026

Right Words, Wrong Moment: A Clinician-Grounded Analysis of Distress in 19,930 Conversations between Young People and ChatGPT

Young people increasingly turn to General-Purpose Conversational Agents (GPCAs), such as ChatGPT, in moments of distress. We examine young adults'(ages 18-25) experiences using ChatGPT. We first collected 19,930 ChatGPT conversations and survey data from 158 young adults. We then selected five example conversations ref...

M. Wang, Ella Zhang, Cameron Tan et al. · 0 citations