Fig. 1: Pyramid framework of evaluation constructs in generative applications of LLMs in mental health care.
From: A scoping review of large language models for generative tasks in mental health care
Constructs in gray represent constructs with no associated articles. “N” represents the number of unique articles that assessed each construct. Gray text indicates constructs that were not assessed in any study. Foundational areas like “Safety, Privacy, and Fairness” are rarely evaluated, highlighting key gaps in critical aspects such as “Accountability,” “Transparency,” and “Security”.
