Subgroup performance in clinical ICD-10 coding tracks the similarity of the group's label distribution to the overall data, not the group's sample size.
The shaky foundations of large language models and foundation models for electronic health records,
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Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models
Subgroup performance in clinical ICD-10 coding tracks the similarity of the group's label distribution to the overall data, not the group's sample size.