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olecular information important for clinical decision making. Future studies should use multicenter data, external validation and investigate clinical feasibility of ML models. Acute respiratory infections have been associated with a transient increase in cardiovascular risk. However, whether such an association persists beyond 1 month and the potential modifying effect of cardiovascular risk factors on such an association are less well established. The China Kadoorie Biobank enrolled 512 726 participants aged 30-79 years from 10 are