Precision versus Efficiency: A Quantized DistilBERT Framework for Automated Mental Health Text Triage
An automated classification system capable of accurately and efficiently categorizing human psychological distress in a lightweight, web-deployable format is proposed, deployed as a research prototype for prioritizing human review of written text, not as a diagnostic or standalone screening tool.