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Time-to-event risk prediction of dual sensory loss in middle-aged patients with symptomatic knee osteoarthritis: model development, preliminary external validation, and explainability analysis

Crossref DOI link: https://doi.org/10.1186/s12911-026-03485-2

Published Online: 2026-04-16

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

Authors

Li, Yinxian

Cao, Xuejiao

Wang, Juzi

Qi, Limei

Yan, Jing
Funding

Funding for this research was provided by:

The Education and Teaching Research Project of Shanxi Medical University (XJ2024103)
License Information

Text and Data Mining valid from 2026-04-16

Version of Record valid from 2026-06-02
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Article History

Received: 15 January 2026

Accepted: 7 April 2026

First Online: 16 April 2026

Declarations

:

: This study was conducted in accordance with the ethical principles of the Declaration of Helsinki. Each wave of the CHARLS study was approved by the Biomedical Ethics Committee of Peking University, and informed consent was obtained from all participants. The construction of the hospital-based cohort was approved by the Ethics Committee of Shanxi Provincial People’s Hospital, and all participants were fully informed of the study objectives and procedures and provided written informed consent prior to enrollment.

: Not applicable.

: The authors declare no competing interests.

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