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Assessing the Potential Utility of Large Language Models for Assisting Community Healthcare Workers in Rwanda

Assessing the Potential Utility of Large Language Models for Assisting Community Healthcare Workers in Rwanda

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
PACTR
Registry ID
PACTR202504601308784
Enrollment
869
Registered
2025-04-30
Start date
2025-05-19
Completion date
Unknown
Last updated
2026-09-14

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Primary Health Care

Interventions

CHW consultation

Sponsors

PATH
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: - The first presentation of any health-related complaint. - The patient is physically present at the consultation.

Exclusion criteria

Exclusion criteria: - Patients receiving CHW visits for reasons other than new health-related complaints (for example, weight checks, vaccinations, routine antenatal care). - Patients requiring immediate/emergency medical care (for example, trauma, medical emergency). -The patient/carer is non-verbally communicative. - The patient consultation environment does not allow audio recording. - The patient does not speak Kinyarwanda or English. - Unable or unwilling to be contacted for follow-up outcome. - Unable or unwilling to attend a health center if referred.

Design outcomes

Primary

MeasureTime frame
The primary outcome is the appropriateness of CHW versus LLM referral decisions.

Secondary

MeasureTime frame
Concordance between Expert Panel referral decision (day 0 plus follow-up consultation transcript) and CHW and LLM referral decisions;Diagnostic accuracy of the LLM;Appropriateness of the management plan by the LLM

Countries

Rwanda

Contacts

Public ContactMira Emmanuel Fabula

Senior Program Officer at PATH

memmanuelfabula@path.org+19709037883

Outcome results

None listed

Source: PACTR (via WHO ICTRP) · Data processed: Sep 19, 2026