BRIEF RESEARCH REPORT article
Front. Digit. Health
Sec. Connected Health
An in-home engagement and usability study of GeRI: An open-source platform for remote symptom assessment and wearable activity monitoring in men with prostate cancer
Nabiel Mir 1
Yan Che 2
Mohammad Taha Bin Firoz 3
Mohammad Ziad Siddiqui 3
Megan Mendez 1
Megan Huisingh-Scheetz 4
Russell Szmulewitz 1
1. The University of Chicago Comprehensive Cancer Center, Chicago, United States
2. The University of Chicago Department of Public Health Sciences, Chicago, United States
3. Prosilient Systems Inc, Delaware, United States
4. The University of Chicago Department of Medicine, Chicago, United States
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Abstract
Geriatric assessment (GA) is underused in oncology because clinic-based implementation is time-and resource-intensive, limiting routine evaluation of frailty and treatment tolerance. Existing digital tools often rely on proprietary devices and closed analytic pipelines. We developed the Geriatric Remote Initiative (GeRI), an open-source platform integrating a wrist-worn accelerometer, smart scale, and tablet interface with reproducible analytics and triggerable surveys. GeRI was evaluated in a 12-week home deployment in 10 men aged ≥65 years receiving androgen-deprivation therapy for prostate cancer. Self-rated health (SRH) and symptom surveys triggered 48-hour accelerometry windows, initiated by pressing "Start monitoring" on the watch. Engagement was defined a priori as completion of ≥50% of prompted interactions (surveys, scale readings, and watch-session initiation) within each 4-week block; prespecified engagement was met (9/10 participants in all three blocks). Usability was assessed using the System Usability Scale (SUS) (range 57.5–100; 8/10 ≥75). Across the first three 4-week blocks, survey and scale completion was high (86–87% and 83%) while watch-session initiation occurred in 65% of prompts. Initiated windows could contribute up to 80 recoverable 24-hour intervals; 43 met validity criteria (≤1.5 h non-wear and ≥300 steps/day), and one participant contributed 0 valid intervals despite initiating all watch prompts due to non-wear. Candidate frailty-aligned metrics included steps (inactivity), cadence (slowness), longest walking bout (endurance), and activity intensity; exploratory analyses suggested that comorbidity and polypharmacy aligned with lower activity and higher quality of life with greater intensity. GeRI's open-source architecture supports GA-aligned home monitoring and motivates refinements to improve data yield.
Summary
Keywords
Decentralized clinical trials, digital biomarkers, Frailty, open-source software, Remote geriatric assessment, wearable sensors
Received
07 September 2025
Accepted
19 February 2026
Copyright
© 2026 Mir, Che, Firoz, Siddiqui, Mendez, Huisingh-Scheetz and Szmulewitz. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Nabiel Mir
Disclaimer
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