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Ethical challenges in the algorithmic era: a systematic rapid review of risk insights and governance pathways for nursing predictive analytics and early warning systems

Crossref DOI link: https://doi.org/10.1186/s12910-025-01308-z

Published Online: 2025-10-30

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

Authors

Cao, Yucheng https://orcid.org/0009-0000-5055-4077
Deng, Lili

Liu, Xusheng

Feng, Zhixian

Gao, Yu https://orcid.org/0009-0004-3936-6998
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Text and Data Mining valid from 2025-10-30

Version of Record valid from 2025-10-30
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Article History

Received: 5 August 2025

Accepted: 23 September 2025

First Online: 30 October 2025

Declarations

:

: The review protocol was prospectively registered in PROSPERO (registration number: CRD420251079212).

: Not applicable.

: The authors declare that they have no conflicts of interest.

: The authors declare no competing interests.

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