You'll find tons of scholarly articles making use of Genderize. Here's a few places to get started:
Papers using Genderize.io on arXiv
Life science papers using Genderize.io on Europe PMC
Medical publications using Genderize.io on JAMA Network
Scientific publications using Genderize.io on Springer
Scientific publications using Genderize.io on MDPI