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241 studies from 33 African countries were systematically reviewed and meta-analyzed to estimate a pooled GDM prevalence of 12.62% (95% CI: 10.23%–15.21%). The study, authored by Benjamin Aye Simon and published on figshare in 2026, integrates bibliometric analysis to characterize research trends and outcomes.
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