Trigger tools facilitate identification of adverse events. In this retrospective medical record review study, investigators found that an automated trigger successfully identified delayed follow-up of laboratory thyroid testing among patients with hypothyroidism, with a positive predictive value of 60%. The authors suggest that this trigger approach could be used to detect and ameliorate follow-up delays in real time.