When uncertainty quantification fails: structural vulnerabilities and corrections for selective prediction under clinical class imbalance
Shows clinical uncertainty scores fail under class imbalance, and tests fixes for deferral systems.
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Source · arXiv wire
arxiv.org/abs/2610.37561cs.LG · cs.AI