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Published on in Vol 13 (2026)

This is a member publication of Bodleian Libraries (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87589, first published .
Pregnant woman and doctor reviewing fetal monitor results

Multicenter Usability Evaluation and Co-Development of a Digital Decision-Support Tool for Labor Triage: Mixed Methods Study

Multicenter Usability Evaluation and Co-Development of a Digital Decision-Support Tool for Labor Triage: Mixed Methods Study

Mariana Tome   1 , MD ;   Xavier Laurent   2 , PhD ;   Kristiyan Georgiev   1 , BSc ;   John Tolladay   1 , PhD ;   Sarah Collins   1 , BSc (Hons) ;   Deborah Hedgecott   1 , BSc (Hons) ;   Lyuba V Bozhilova   1 , MMath, DPhil ;   Jane E Hirst   3 , MBChB PhD ;   Lawrence Impey   1 , MBBS, FRCOG, PhD ;   Antoniya Georgieva   1 , PhD

1 Nuffield Department of Women's & Reproductive Health, Oxford Labour Monitoring, University of Oxford, Oxford, England, United Kingdom

2 Artificial Intelligence (AI) Competency Centre, University of Oxford, Oxford, England, United Kingdom

3 The George Institute for Global Health, School of Public Health, Imperial College London, London, England, United Kingdom

Corresponding Author:

  • Antoniya Georgieva, PhD
  • Nuffield Department of Women's & Reproductive Health
  • Oxford Labour Monitoring, University of Oxford
  • Nuffield Department of Women's & Reproductive Health, University of Oxford
  • Oxford, England OX3 9DU
  • United Kingdom
  • Phone: 1 01865 221004
  • Email: antoniya.georgieva@wrh.ox.ac.uk