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In the paper, they say they used the most recent 56 cases (from 2024–2025) as a holdout set. The majority of those cases happened after the o4 training cutoff of May 31, 2024.


Are these 56 cases distinct from all other cases in the data?


Yes. They are about entirely different patient reports.




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