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Natural Language Response Formats for Assessing Depression and Worry With Large Language Models: A Sequential Evaluation With Model Pre-Registration

Assessment

Published online on

Abstract

Assessment, Volume 33, Issue 6, Page 927-953, September 2026.
Large language models can transform individuals’ mental health descriptions into scores that correlate with rating scales approaching theoretical upper limits. However, such analyses have combined word- and text responses with little known about their ...