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(E) Training in a machine learning predictive model in neural networks. (F) creation of a graphic user interface for clinical use.
The minimum sample size was determined using Epidat 4.2 software (Xunta de Galicia), following the equation for estimating the comparison between independent means. The calculation was based on data reported by Rykov et al [30], in a study where patients were screened using wearable devices, and (MLMs were applied (Textbox 1).
JMIR Res Protoc 2025;14:e71374
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For compensation, participants were either entered into a draw for 10 Aus $100 (US $65) e-gift cards (cohort 1) or received an Aus $50 (US $33) e-gift card (cohort 2).
Three unique identifiers were randomly assigned to each participant: one upon receipt of the study invitation; one during screening; and one upon confirmation of eligibility. These identifiers enabled linkage between baseline and digital phenotyping data for participants from AGDS.
JMIR Form Res 2025;9:e71377
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Gamification as a Tool for Understanding Mental Disorders in Nursing Students: Qualitative Study
JMIR Nursing 2025;8:e71921
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