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Implementation-oriented machine learning for three-level maternal risk triage in primary antenatal care: stability, error profiles, and SHAP-based explainability

Crossref DOI link: https://doi.org/10.1007/s13721-026-00816-1

Published Online: 2026-07-01

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

Authors

Ferreira, Fernando Rodrigues Trindade

Couto, Loena Marins do

Neves, Leticia Bussinger das

Domingues, Guilherme de Melo Baptista
Funding

Funding for this research was provided by:

Universidade Federal Do Estado Do Rio De Janeiro
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Text and Data Mining valid from 2026-07-01

Version of Record valid from 2026-07-01
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Article History

Received: 1 March 2026

Revised: 4 June 2026

Accepted: 6 June 2026

First Online: 1 July 2026

Declarations

:

: The authors declare no competing interests.

: Not applicable.

: Not applicable.

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