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To assess intervention effects, we conducted a per-protocol analysis, excluding 177 households in the intervention group that did not successfully receive the text message. Excluded households were demographically similar to those that successfully received the message, which, in turn, were similar to the delayed control group.
All analyses were run in Stata 16 (Stata Corp).
JMIR Form Res 2025;9:e78907
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Each participant provided 10 m L of venous blood sample, acquired using a tube lined with ethylenediaminetetraacetic acid (EDTA) and kept at a temperature of 2‐8 °C until analysis. For MDA and 8-OHd G analyses, blood samples were centrifuged to obtain plasma and stored at temperatures of −80 °C until analysis.
Heavy metals, 8-OHd G, and MDA concentrations as the outcomes will be measured at 2 time points: baseline (preintervention) and postintervention (after 8 weeks).
JMIR Res Protoc 2025;14:e73201
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Governing AI in Mental Health: 50-State Legislative Review
The search was limited to this date to allow the reviewers to conduct a cross-sectional analysis of bills without needing to account for changing bill status. This search was conducted on the Legi Scan website to ensure that querying methods were consistent across states, regardless of variations in individual legislative website design and search functionality [18].
JMIR Ment Health 2025;12:e80739
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Specifically, confirmatory factor analysis and Cronbach α will be used to evaluate the scale’s factor structure and internal consistency. Given previous use of the GAD-7 questionnaire in similar samples of youth of color [27,28], we anticipate that the scale will demonstrate strong psychometric properties in this population [29,30].
JMIR Res Protoc 2025;14:e75501
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The VR system recorded decision accuracy, response time, and task completion rates for each participant, allowing for quantitative analysis of skill improvements.
Eligible participants were rural volunteers aged 18 years or older with no prior formal earthquake preparedness training. Additional inclusion criteria included normal or corrected vision and a commitment to attend all training sessions.
J Med Internet Res 2025;27:e74108
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Wearable Artificial Intelligence for Epilepsy: Scoping Review
Studies included in this analysis were published between 2013 and 2024. A high proportion of the articles were published in 2023 (n=16, 23.9%), followed by 2022 (n=14, 20.9%) and 2021 (n=13, 19.4%). In particular, 2016 and the early years have the smallest percentage of publications (n=4, 6.0%), which indicates an increasing interest in research in recent years.
J Med Internet Res 2025;27:e73593
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What Does Text Mining of Reddit Forums Reveal About Factors Surrounding Mental Health in Singapore?
Finally, Linguistic Inquiry and Word Count analysis [6] generated psychological insights from posts among each identified topic. Prompts and parameters are detailed in Multimedia Appendix 1.
In total, 2,783/379,787 (0.73%) posts were identified as mental health-related.
J Med Internet Res 2025;27:e72959
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Adjustments were made based on the analysis of the pilot data, including adding fields to track participants’ reasons for missing sessions and a descriptive section for session notes, including any adverse events.
This study included patients who had been diagnosed with ADHF and had been admitted to the ICU of HCPA. The diagnosis was confirmed by a medical team independent of the research team.
JMIR Form Res 2025;9:e80729
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To ensure the validity of the analysis and an appropriate representation of the data, scales that contained unanswered items or where the response “no comment” was used for all items were excluded from the data analysis. Finally, 368 nurses completed the scales, and after the screening process, data from 315 nurses were considered for data analysis.
JMIR Nursing 2025;8:e68048
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Our unit of analysis was organizations; therefore, many ethical and privacy considerations regarding human participants were not applicable to our study. Nevertheless, we sought and received ethics approval from the University College London Research Ethics Committee (30–IHIREC), and steps were taken to ensure that only organizations, rather than individuals, were represented in our data.
J Med Internet Res 2025;27:e80076
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