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Exploring the association between volatile organic compound exposure and chronic kidney disease: evidence from explainable machine learning methods

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Background: Chronic Kidney Disease (CKD) affects approximately 697.5 million people worldwide. Volatile organic compounds (VOCs) are emerging as potential risk factors, but their complex relationships with CKD may be underestimat... ...