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The SUPREME Index for 30-day all-cause readmission: development and internal validation of a machine learning-based risk stratification index in community-dwelling adults

Crossref DOI link: https://doi.org/10.1186/s12911-026-03536-8

Published Online: 2026-05-22

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ju, Yeong Jun

Lee, Soon Young
Funding

Funding for this research was provided by:

Ministry of Science and ICT, South Korea (RS-2022-NR072242)
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Text and Data Mining valid from 2026-05-22

Version of Record valid from 2026-07-14
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Article History

Received: 1 August 2025

Accepted: 24 April 2026

First Online: 22 May 2026

Declarations

:

: This study was approved by the Institutional Review Board of Ajou University Hospital (IRB No. AJOUIRB-EX-2022-429). The requirement for informed consent was waived by the IRB in accordance with relevant regulations, given the retrospective nature of the study and the use of de-identified claims data from the National Health Insurance Service (NHIS) cohort. All methods were carried out in accordance with relevant guidelines and regulations, including the Declaration of Helsinki.

: Not applicable.

: The authors declare no competing interests.

: The peer review reports can be found at

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