Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty

Sravanthi Machcha, Sushrita Yerra, Sahil Gupta +4

Current evaluation of large language models (LLMs) overwhelmingly prioritizes accuracy; however, in real-world and safety-critical applications, the ability to abstain when uncerta…