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To verify that temporal artery (TA) temperature measured in the postanesthesia care unit (PACU) in noncardiac surgical patients is a valid reflection of core temperature, a prospective, observational, institutional review board–approved study was conducted in a large, academic tertiary care hospital. The study developed from an initial quality improvement project. A total of 276 patients who had an indwelling bladder catheter as standard of care were enrolled when a research student was available over a 6-month period in 2015. Infrared TA temperature was measured (average of three readings) simultaneously with bladder temperature on PACU arrival. Mean temperature in the bladder and TA groups was >36°C with a clinically negligible difference (0.125°C; 90% confidence interval, 0.059–0.192). Agreement between bladder and TA temperatures, as well as between bladder and last operating room temperatures, was >95% by Bland-Altman analysis. A properly performed TA temperature measure on PACU arrival is an acceptable representation of core temperature for purposes of quality assessment, patient comfort, and regulatory requirements.