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Although these measures are relatively brief to administer, they present limitations due to their reliance on self-report, which can entail biases, such as recall bias, and may not index the full complexity of an individual’s experience of stress or poor well-being. Secondary outcomes will all be collected at 6, 12, and 20 weeks after randomization.
JMIR Res Protoc 2025;14:e67695
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Please read the following:
Osborne A, James PB, Bangura C, Tom Williams SM, Kangbai JB, Lebbieie, A. Bullying victimization among in-school adolescents in Sierra Leone: a cross-sectional analysis of the 2017 Sierra Leone Global School-Based Health Survey. PLOS Glob Public Health. Dec 22, 2023;3(12):e0002498. [doi: 10.1371/journal.pgph.0002498] [PMID: 38134001]
Report on findings from school-related gender-based violence action research in schools and communities in Sierra Leone [2].
JMIRx Med 2025;6:e75134
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This letter provided a brief description of the study and included a QR code where participants could provide their contact information and consent to being contacted by the Preschool Plates cohort study team.
A rolling recruitment approach was used, with letters sent to potentially eligible participants in batches until recruitment goals were met. Recruitment for our baseline sample occurred between October 2023 and September 2024.
JMIR Res Protoc 2025;14:e73276
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Knowledge Sharing Maturity Model for Medical Imaging Departments: Development Study
A brief description of the study was provided at the start of the electronic survey, followed by the consent form. Additionally, participants had a right to withdraw at any point of the survey based on the consent form provided. All the data are stored in the University of Manchester Qualtrics platform and kept anonymous, only accessible by the authors for the purposes of this study.
JMIR Hum Factors 2025;12:e54484
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We mailed nonresponders a brief survey along with a US $10 incentive to complete the survey on paper (and return by mail) or on the web through Qualtrics. The survey comprised 27 items selected to align with perceived benefits (eg, the benefits of using websites for themself and for family) and perceived risks (eg, privacy concerns, skepticism about websites) of the Privacy Calculus Model [9].
J Med Internet Res 2025;27:e64228
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Current Technological Advances in Dysphagia Screening: Systematic Scoping Review
In brief, the absence of sufficient hyperparameter tuning can lead to suboptimal model configurations, potentially failing to balance the bias-variance trade-off [110]. This may result in models that either fail to capture important patterns in the data or overfit to noise and irrelevant features, leading to biased predictions.
J Med Internet Res 2025;27:e65551
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