Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76902, first published .
Effect of AI-Based Natural Language Feedback on Engagement and Clinical Outcomes in Fully Self-Guided Internet-Based Cognitive Behavioral Therapy for Depression: 3-Arm Randomized Controlled Trial

Effect of AI-Based Natural Language Feedback on Engagement and Clinical Outcomes in Fully Self-Guided Internet-Based Cognitive Behavioral Therapy for Depression: 3-Arm Randomized Controlled Trial

Effect of AI-Based Natural Language Feedback on Engagement and Clinical Outcomes in Fully Self-Guided Internet-Based Cognitive Behavioral Therapy for Depression: 3-Arm Randomized Controlled Trial

Mirai So   1 * , MD, MBA, PhD ;   Yoichi Sekizawa   2 * , MA ;   Sora Hashimoto   3 * , MA ;   Masami Kashimura   4 * , PhD ;   Hajime Yamakage   5 * , MEng ;   Norio Watanabe   6 * , MD, PhD

1 Department of Psychiatry, Tokyo Dental College, Tokyo, Japan

2 Research Institute of Economy, Trade and Industry, Tokyo, Japan

3 United Health Communication Co., Ltd., Tokyo, Japan

4 Department of Psychology, Faculty of Human Schiences, Tokiwa University, Ibaraki, Japan

5 Department of Medical Statistics, Satista Co., Ltd., Kyoto, Japan

6 Department of Psychiatry, Soseikai General Hospital, Kyoto, Japan

*all authors contributed equally

Corresponding Author:

  • Mirai So, MD, MBA, PhD
  • Department of Psychiatry
  • Tokyo Dental College
  • 2-9-18 Misakicho, Chiyoda-ku
  • Tokyo 101-0061
  • Japan
  • Phone: 81 47-322-0151
  • Fax: 81 47-325-4456
  • Email: mirai.so@keio.jp