About the Authors

Koki Tsuda

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft

tsuda.kouki@kao.com

Affiliations Digital Business Creation, Life Care Business Development, Kao Corporation, Chuo-ku, Tokyo, Japan, Analytical Science Research Laboratories, Kao Corporation, Sumida-ku, Tokyo, Japan

Kotatsu Bito

Roles Conceptualization, Data curation, Investigation, Writing – original draft

Affiliation Digital Business Creation, Life Care Business Development, Kao Corporation, Chuo-ku, Tokyo, Japan

Masanobu Hibi

Roles Data curation, Investigation, Writing – review & editing

Affiliation Human Health Care Product Research Laboratories, Kao Corporation, Sumida-ku, Tokyo, Japan

Takahiro Ono

Roles Data curation, Investigation

Affiliation Ueno-Asagao Clinic, Taito-ku, Tokyo, Japan

Hiroshi Maruyama

Roles Writing – review & editing

Affiliations Digital Business Creation, Life Care Business Development, Kao Corporation, Chuo-ku, Tokyo, Japan, Preferred Networks Inc., Chiyoda-ku, Tokyo, Japan, Research into Artifacts, Center for Engineering, The University of Tokyo, Bunkyo-ku, Tokyo, Japan

Competing Interests

I have read the journal’s policy and the authors of this manuscript have the following competing interests: KT, KB, MH are employees of Kao Corporation (Tokyo, Japan). TO is an employee of Ueno-Asagao Clinic (Tokyo, Japan). HM is a contractor of Kao Corporation and director of Preferred Networks, Inc.