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Predicting quality measure completion among 14 million low-income patients enrolled in medicaid

Summary by Nature
Low-income populations have disproportionately low completion of recommended healthcare services, from missed vaccinations to cancer screenings. While machine learning models help identify high-risk patients for targeted treatment, they have rarely been evaluated for quality measure gap completion—or among low-income populations underrepresented in typical datasets. Analyzing 14.2 million Medicaid recipients—including those excluded from electro…

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Nature broke the news in United Kingdom on Wednesday, July 2, 2025.
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