Unverified50% confidenceFactExact time
LLMs showed unstable performance across different cancer types and institutions, and had poor ability to distinguish between high- and low-risk patients (low c-index).
1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen
Sources
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Related Claims
UnverifiedMost existing LLM-assisted screening evaluation methods rely on traditional metrics such as accuracy, which can be misleading on highly class-imbalanced systematic review datasets.63% similarUnverifiedThe study selected cancer-related mortality rather than incidence as the core observation metric, because mortality data is more standardized and traceable.61% similar
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