Notably, sentiment on the refined plan remained high in the Chinese group (0.74 positive ratio; p value: 0.005) and increased substantially, albeit not significantly, in the Indian (0.78 positive ratio; p value: 0.090) and Malay (0.83 positive ratio; p value: 0.109) groups, hinting that Chinese individuals valued the recommendations of the base and refined plans, while other ethnicities showed a trend of appreciating the improvements of the refined plan.
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Personalised health plan development using agentic AI in Singapore's national preventive care programme: a pilot study.
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