Model development for bespoke large language models for digital triage assistance in mental health care

Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Andrea Cipriani, Dan W. Joyce

Abstract: Highlights•Mental health EHR data presents unique challenges for LLMs.•Variable length clinical data can be ingested by existing LLM architectures.•Bespoke LLMs perform well for specific clinical tasks such as triaging patients.