Effect of a Personalized Mobile Health Intervention Using Artificial Intelligence (the WARIFA App) Versus a Nonpersonalized Intervention on User-Defined Objectives, Healthy Lifestyles, and Management of Type 1 Diabetes (T1D): Protocol for a Randomized Controlled Trial
Carmelo Betancort Acosta, Garlene Zamora Zamorano, María Luisa Álvarez Malé, Lilisbeth Perestelo-Perez, Alezandra Torres Castaño, Marit B Veierød, Kristina Reyes Suárez, Alejandro Déniz García, Eirik Årsand, Inger Torhild Gram, Maja-Lisa Løchen, Cristina Soguero-Ruiz, André Henriksen, Antonio J Rodr · 2026
Read Effect of a Personalized Mobile Health Intervention Using Artificial Intelligence (the WARIFA App) Versus a Nonpersonalized Intervention on User-Defined Objectives, Healthy Lifestyles, and Management of Type 1 Diabetes (T1D): Protocol for a Randomized Controlled Trial by Carmelo Betancort Acosta, Garlene Zamora Zamorano, María Luisa Álvarez Malé, Lilisbeth Perestelo-Perez, Alezandra Torres Castaño, Marit B Veierød, Kristina Reyes Suárez, Alejandro Déniz García, Eirik Årsand, Inger Torhild Gram, Maja-Lisa Løchen, Cristina Soguero-Ruiz, André Henriksen, Antonio J Rodr (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13241796.txt.
Description
Carmelo Betancort Acosta and a large team describe a 2026 trial protocol for a health app with artificial intelligence personalization. The WARIFA app supports healthier habits in the general public and self-care for type one diabetes. Risk factors for major chronic diseases are its main targets.
Around a hundred European participants were to be assigned by chance to the personalized or a plain version of the app. Personalized features include diet advice from food logs, step-based encouragement, and risk forecasts for several diseases. Diabetes participants also receive glucose predictions. Everyone gets an activity monitor and uses the app for roughly two to three months. Each person picks a personal goal at the start as the main outcome.
Catalog record
| CREATOR | Carmelo Betancort Acosta, Garlene Zamora Zamorano, María Luisa Álvarez Malé, Lilisbeth Perestelo-Perez, Alezandra Torres Castaño, Marit B Veierød, Kristina Reyes Suárez, Alejandro Déniz García, Eirik Årsand, Inger Torhild Gram, Maja-Lisa Løchen, Cristina Soguero-Ruiz, André Henriksen, Antonio J Rodr |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 44 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |