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To assess differences in general characteristics between the 2 groups for social interaction frequency and level of loneliness, chi-square tests and independent 2-tailed t tests were performed. The ML models were evaluated using the area under the receiver operating characteristic curve (AUC), accuracy, precision, specificity, and F1-score.
J Med Internet Res 2025;27:e69379
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Significant main effects of time were followed up with 2-tailed paired t tests to aid in the interpretation of results. We also evaluated whether participants who completed all 6 weeks of treatment significantly differed from noncompleters in terms of clinical characteristics (eg, hot flush severity). We did not expect differences; however, it is important to evaluate to determine whether premature discontinuation was driven by differences in clinical severity.
JMIR Mhealth Uhealth 2025;13:e58204
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The Influence of Popular Media on Public Interest in Red-Light Therapy: Longitudinal Trend Analysis
JMIR Dermatol 2025;8:e69796
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