The citizen scientists performed well in identifying cancer (area under ROC curve 0.95, 95% CI 0.94 to 0.96), and estrogen receptor status (0.97, 95% CI 0.96 to 0.97), and was similar to trained pathologists. Here, ESR1 is linked to cancer.