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Applications of AI (877) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3115) Methods and New Tools in Mental Health Research (882) Generative Language Models Including ChatGPT (1442) AI Language Models in Health Care (707)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95063, first published .
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Automated Fidelity Monitoring of Lay-Delivered Mental Health Interventions Using Large Language Models: Development and Pilot Validation of shamiriAI in Kenya

Automated Fidelity Monitoring of Lay-Delivered Mental Health Interventions Using Large Language Models: Development and Pilot Validation of shamiriAI in Kenya

Authors of this article:

Shadrack Lilan1 Author Orcid Image ;   Brandon Mochama1 Author Orcid Image ;   Tom Osborn1 Author Orcid Image ;   Wendy Mmbone1 Author Orcid Image ;   Rachael Kilonzo1 Author Orcid Image ;   Faith Kamau1 Author Orcid Image ;   Rahim Daya1 Author Orcid Image ;   Christine Wasanga1, 2 Author Orcid Image
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Shadrack Lilan   1 , BSc ;   Brandon Mochama   1 , BSc ;   Tom Osborn   1 , BA ;   Wendy Mmbone   1 , MSc ;   Rachael Kilonzo   1 , MSc ;   Faith Kamau   1 , BA ;   Rahim Daya   1 , MA ;   Christine Wasanga   1, 2 , PhD

1 Shamiri Institute, Nairobi, Kenya

2 Department of Psychology, Kenyatta University, Nairobi, Nairobi County, Kenya

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