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Abstract Cardiovascular-kidney-metabolic syndrome (CKM) has emerged as an integrated framework for identifying individuals at increased cardiovascular risk before clinical cardiovascular disease (CVD) develops. However, whether psychological and functional vulnerabilities further refine risk stratification in earlier CKM stages remains unclear.
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