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Therefore, most people need supplements to optimize their vitamin D levels

Early clinical diagnosis followed by empirical treatment shows superior cost-effectiveness compared to strategies requiring surgical confirmation in most healthcare economic analyses (Brown & Farquhar, 2014)

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Self-prescribing high-dose supplements without prior testing is not advised , as excess intake of certain nutrients (such as vitamin A) can itself contribute to hair loss, and routine biotin supplementation is not recommended in the absence of confirmed deficiency

Conclusion: In terms of outcome prediction, ML-based ASPECT evaluation may be more informative than standard ASPECT score