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Nonexperimental studies of drug effects in large automated databases can provide timely assessment of real-life drug use, but are prone to confounding by variables that are not contained in these databases and thus cannot be controlled.

Adjustments for Unmeasured Confounders in Pharmacoepidemiologic Database Studies Using External Information