[1] Kyoto Univ, Sch Publ Hlth, Dept Hlth Informat, Sakyo Ku, Yoshida Konoe Cho, Kyoto 6068501, Japan
[2] Kyoto Univ, Grad Sch Med, Sch Publ Hlth, Dept Healthcare Econ & Qual Management, Kyoto, Japan
[3] Kyoto Univ, Grad Sch Med, Dept Biomed Data Intelligence, Kyoto, Japan
[4] Kyoto Univ Hosp, Solut Ctr Hlth Insurance Claims, Kyoto, Japan
[5] Kyoto Univ Hosp, Div Med Informat Technol & Adm Planning, Kyoto, Japan
[6] Keio Univ, Grad Sch Business Adm, Yokohama, Kanagawa, Japan
[7] Kyoto Univ, Fac Econ, Kyoto, Japan
[8] Kyoto Univ, Grad Sch Med, Dept Clin Biostat, Kyoto, Japan
[9] Kyoto Univ, Grad Sch Med, Sch Publ Hlth, Dept Healthcare Epidemiol, Kyoto, Japan
[10] Kyoto Univ, Grad Sch Med, Dept Therapeut Oncol, Kyoto, Japan
[11] Kyoto Univ, Grad Sch Med, Dept Nephrol, Kyoto, Japan