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These participants (n=50) were excluded from the analysis because the main outcome (ie, hand hygiene) at T1 was missing. Out of the 193 participants who were randomized, 146 (75.6%) filled out the hand hygiene diary at T1, 91 of these (47.2% of the randomized participants) completed the hand hygiene diary at T2, and 109 (56.5% of the randomized participants) completed the hand hygiene diary at the 6-month follow-up.
JMIR Mhealth Uhealth 2025;13:e57191
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Assuming a 50% response rate to stage 1 treatments (n=240) and a 20% attrition rate, approximately 48 participants will be eligible to be randomized to each of the 4 stage 2 treatment conditions (B, C, E, and F).
JMIR Res Protoc 2025;14:e68441
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We initially recruited 145 individuals from a dementia relief center and a community service center in Seoul, South Korea (SCD: n=91; MCI: n=54) between October 2022 and November 2023. The dementia relief center houses an outpatient clinic that specializes in early diagnosis and care management of dementia, whereas the community service center serves as a place for older adults to engage in recreational and wellness programs, irrespective of a dementia diagnosis.
JMIR Mhealth Uhealth 2025;13:e64853
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At heart (formerly HEARTPA♀N) [29], a self-management progressive web application, was developed for women with CAD using a sequential phased approach recommended by the Medical Research Council (MRC) [30-32]. In phase 1, an integrated mixed methods systematic review was conducted to evaluate the current evidence related to the self-management of cardiac pain and associated symptoms (eg, dyspnea and fatigue) in women [7,29].
JMIR Hum Factors 2025;12:e57583
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After tokenization, we split the original dataset into 2 splits: as the training set (n=29.7 million, 90%), the testing set and (n=3.3 million, 10%). Then, we started training with the MLM objective, where a fraction of tokens (n=4.45 million, 0.15%) in each input sequence were masked, and the model learned to predict them based on contextual information. Training proceeded iteratively using stochastic gradient descent, with hyperparameters tuned based on validation performance.
JMIR Infodemiology 2025;5:e59076
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A total of 360 Black young adults were included in this study, of whom 76% (n=272) identified as cisgender or transgender women. The median age was 24 (IQR 21‐27) years, and approximately one-third of participants (n=122) had a bachelor’s degree or higher. Overall vaccine uptake at month 3 was low (n=21) and did not significantly differ between the intervention and control arms (odds ratio [OR] 1.88, 95% CI 0.76 to 4.69).
JMIR Public Health Surveill 2025;11:e67370
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The small membership size (n=6), allowed for personalized interactions and the cultivation of strong connections among members. “Icebreakers” and informal conversations during meetings were particularly effective for building camaraderie, uncovering common interests, and strengthening the sense of community within the CAB, an approach that has demonstrated effectiveness across studies and populations [2,26,28].
JMIR Form Res 2025;9:e65986
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