Re-analyzing a consumer triage system's failures, the paper shows much of the under-triage comes from an implicit resource-conserving decision policy, and that utility prompts can steer capable models along the safety-resource curve.
Limitations of large language models in clinical problem-solving arising from inflexible reasoning, Nov 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
High-Stakes Decisions with Language Models: Insights from Emergency Triage
Re-analyzing a consumer triage system's failures, the paper shows much of the under-triage comes from an implicit resource-conserving decision policy, and that utility prompts can steer capable models along the safety-resource curve.