research-article This alert has been successfully added and will be sent to: You will be notified whenever a record that you have chosen has been cited. 1 Introduction Most people lack access to much-needed mental health care. In the U.S. [35, 135], only 48% of those in need of mental health care receive it, often due to financial barriers, stigma, and scarcity of services [32]. In response, some have called for the use of LLMs to increase mental health care delivery [38].