Objective The objective of this study is to derive a clinical decision rule that accurately stratifies patients presenting to the ED into risk categories for drug-related morbidity. This instrument will allow early identification of clinically significant ADREs allowing rational referral for medication optimization, treatment of ADREs and prevention of future events.