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This article discusses the development of a model for predicting obstructive sleep apnea (OSA) using common clinical biochemical indicators and demographic data. The model aims to provide an objective and easy-to-use tool for diagnosing OSA, which is a common and potentially fatal sleep disorder. The study was conducted by a team of experts from various medical institutions in China.