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Authors
Wakabayashi, Hinako https://orcid.org/0009-0000-1253-7890
Fukasawa, Toshiki https://orcid.org/0000-0001-7147-0737
Yoshida, Satomi https://orcid.org/0000-0002-3411-9427
Ri, Kairi https://orcid.org/0000-0002-4039-576X
Masuda, Soichiro https://orcid.org/0000-0003-4770-0728
Anno, Takayuki https://orcid.org/0009-0000-7490-5820
Kawakami, Koji https://orcid.org/0000-0002-7477-4071
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Article History
Accepted: 16 January 2025
First Online: 11 February 2025
Declarations
:
: None.
: Toshiki Fukasawa has been employed by the Department of Digital Health and Epidemiology, an Industry-Academia Collaboration Course supported by Eisai Co., Ltd. and Kyowa Kirin Co., Ltd., and has received consulting fees from Real World Data Co., Ltd. and JMDC Inc. Satomi Yoshida has received consulting fees from Toyota Konpon Research Institute Inc. Kairi Ri has been employed by Datack Inc. Koji Kawakami receives research funds from AstraZeneca K.K., Eisai Co., Ltd., Kyowa Kirin Co., Ltd., OMRON Corporation, and Toppan Inc.; consulting fees from Advanced Medical Care Inc., AIS Co., Ltd., JMDC Inc., Santen Pharmaceutical Co., Ltd., Shin Nippon Biomedical Laboratories Ltd., and Ubicom Holdings Inc.; executive compensation from Cancer Intelligence Care Systems, Inc.; and honoraria from Pharma Business Academy and Taisho Pharmaceutical Co., Ltd. The other authors report no conflicts.
: The data cannot be shared publicly due to the contract with DeSC Healthcare, Inc.
: This study was approved by the Ethics Committee of Kyoto University Graduate School and Faculty of Medicine (approval number: R4118-1).
: As the data were anonymized, informed consent was not required in accordance with Japanese ethical guidelines.
: Not applicable.
: Code is available upon reasonable request.
: Hinako Wakabayashi: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing—original draft, Writing—review and editing. Toshiki Fukasawa: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing—original draft, Writing—review and editing. Satomi Yoshida: Conceptualization, Writing—review and editing. Kairi Ri: Formal analysis, Writing—review and editing. Soichiro Masuda: Methodology, Writing—review and editing. Takayuki Anno: Methodology, Writing—review and editing. Koji Kawakami: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing—review and editing. All authors read and approved the final version.
