This is a correction to the article "Melanoma toolkit for early detection for primary care clinicians: a 1-year follow-up on outcomes". The study developed the Melanoma Toolkit for Early Detection (MTED), a free online continuing education program for primary care physicians, which offers a variety of multimedia tools such as image discrimination, videos, written materials, seminars, and self-testing. From 2019 to 2024, 8,683 primary care physicians accessed at least one element of the toolkit. Participants completed a pretest, a training module, and a posttest, where screening behavior, self-confidence, and categorization of malignant and benign lesions on clinical images were evaluated. A total of 139 pretests and 92 posttests were completed, including 55 pairs with both tests. After training, primary care physicians' confidence in identifying melanoma significantly increased by 2.1 points (95% CI: 1.6–2.6; P < 0.001). There were also significant improvements in the identification of malignant (P < 0.001) and benign images (P = 0.029).[2][3][4]