In this issue of JAMA Dermatology, Matsumoto et al1 present their observations of a large patient cohort in a quality improvement study examining melanomas diagnosed within the University of Pittsburgh Medical Center (UPMC) system. The objective of this study was “to compare thickness-specific incidence of melanoma in screened vs unscreened patients following the initiation of a primary care–based skin cancer screening initiative.” Patients were divided into 2 groups, a cohort receiving primary care skin examination and a control group without a skin examination, and followed up for 5 years. The main findings were increased detection of thin melanomas observed patients in the primary care–based melanoma screening group compared with the control group. Fewer thick melanomas (>2 and >4 mm) were observed in screened vs unscreened patients, but this difference was not statistically significant.