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Robustness Gap of Large Language Models in Nephrology

Preprint C Peer reviewed Observational

Key takeaways

LLMs may have-biased reasoning in nephrology exams. The models' performance could be due to surface-level pattern recognition rather than true clinical reasoning.

Source

Preprint · medRxiv nephrology preprints · 2026-08-18
https://www.medrxiv.org/content/10.64898/2026.08.17.26360565v1?rss=1