How well can binomial logistic regression predict the likelihood of older people experiencing chronic pain based on their medication usage?

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Impressive.

Binomial logistic regression can predict the likelihood of older people experiencing chronic pain based on their medication usage with a reasonable degree of accuracy, providing insights into the association between medication management and pain outcomes.