S. Ling

The use of large language models in automated depression detection.

Current performance estimates of LLMs with respect to depression screening are most likely optimistic, but when restricted to smaller models that could be locally deployed (for privacy protection) in a clinical setting, LLMs do not detect depression with sufficient accuracy, sensitivity, or specificity to be used in a screening programme.