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Review Jul 2026

Can Zero-Shot LLMs Predict Child Malnutrition? A Fairness and Temporal Robustness Study

The results demonstrate that zero-shot inference using GPT-4o-mini achieved comparable balanced accuracy to the supervised baseline while exhibiting substantially higher sensitivity for identifying stunting cases, relatively consistent performance across child sex groups, and stable predictive behaviour across BDHS wav...

Muhammad Ashad Kabir, M. Haque · 0 citations

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