PMC

A directed acyclic graph for the time-varying confounding effects of risk factors, comorbidities, medications, and covariates that are also intermediate variables for the effects of bacteremia and sepsis on cardiovascular events. Time-varying exposures, time-varying confounders, and outcome are indicated by A, L, and Y, respectively. Subscripts indicate the time points.