Two counties in California have reviewed every COVID-19 fatality, refining the approach to classifying the cause of death. Santa Clara and Alameda County delineated those patients who died due to the illness progression of COVID-19 and those who tested positive at the time of death but were not symptomatic. This exercise reduced the number of COVID-19 deaths in both counties by nearly 25%.