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What matters beyond model choice for wearable sleep staging? How personalization, evaluation choices, and easy-to-classify wake impact performance

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Study objectives: Methods to improve sleep classification of wearable data often emphasize model choice. However, without widely used benchmark datasets, it is difficult to determine factors driving performance gains (model archi... ...