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Podcasts in Mental, Physical, or Combined Health Interventions for Adults: Scoping Review
Reference 53: Use of audio podcast in K-12 and higher education: a review of research topics and methodologies
J Med Internet Res 2025;27:e63360
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There was no significant difference in requested mode based on HPV vaccine dose or language (desired text messages for initiation reminders (22/39, 56%), versus for completion reminders (26/39, 67%; P=.35), desired text messages for reminders in English (21/28, 75%) versus in Luganda (27/50, 54%; P=.07).
Enrollment flow diagram.
Characteristics of study participants.
a HPV: human papillomavirus.
b KCCA: Kampala Capital City Authority.
JMIR Mhealth Uhealth 2025;13:e63527
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The model used the default probability threshold of .5 to determine the classification for each sentence and each symptom (Yes when P≥.5; No when P
The final model’s discriminative power for each symptom was evaluated by the area under the receiver operating characteristic curve (AUC). The results were averaged across the internal validation and external testing datasets.
Finally, the rule- and transformer-based NLP algorithms were consolidated to generate hybrid algorithms.
JMIR AI 2025;4:e69132
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P values
A sample size of 342 participants (n=171 per group) will have 90% power to detect a difference in change between arms of at least 5% of body weight at 12 months between groups, using a conservative estimate of SD, at 90% power and 5% level of significance. Assuming 20% (n=86) of participants are not followed up, this would necessitate 430 (215 in each group) participants to be recruited.
JMIR Res Protoc 2025;14:e64735
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