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The interrater agreement between the 2 reviewers (SZ and X Lan) was almost perfect, with κ scores of 0.85 (P
PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) flow diagram. COPD: chronic obstructive pulmonary disease.
This systematic review included 8 randomized controlled trials [9,15,28-33], conducted across 5 countries: China [9], the United States [29-31], Spain [15,28], Italy [32], and Colombia [33] with publication years ranging from 2009 to 2025 [32,33].
J Med Internet Res 2025;27:e73010
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E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis
J Med Internet Res 2025;27:e71173
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Recruiting Asian Americans for Online Studies: Methodological Systematic Review
through a series of studies led by Im et al [19,20,32-34] and Chee et al [29], which examined menopausal symptom experiences, attitudes toward physical activity, and online coaching programs tailored for Asian American midlife women; (3) discrimination, racism, and mental health (n=4), investigated during the COVID-19 pandemic [21,23,25,26], focusing on the psychological impacts of racism and the moderating effects of ethnic identity and online behavior; (4) substance use prevention in youth (n=2), addressed by Fang
J Med Internet Res 2025;27:e71765
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eHealth Literacy and Its Outcomes Among Postsecondary Students: Systematic Review
J Med Internet Res 2025;27:e64489
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After that, the DN had a brief follow-up discussion (approximately 5 min) with participants to provide ongoing support and complete data collection.
Textbox 1 details the discussion topics that guided the study visits between the DN and participants, and Multimedia Appendix 1 collates the most common questions asked by the DN.
JMIR Ment Health 2025;12:e70154
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For survey data preprocessing, we standardized continuous variables using a Min-Max scaler and applied one-hot encoding to categorical variables. For actigraphy data, temporal pattern characteristics were extracted using an autoencoder. An autoencoder is a neural network composed of an encoder and a decoder, which enables automatic feature learning from unlabeled data [58]. Eight actigraphy features were extracted across the 4 designated periods.
J Med Internet Res 2025;27:e69379
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