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Reference 28: A proposed preventive role for Gamma-hydroxybutyrate (Xyrem(R)) in Alzheimer's disease
JMIR Res Protoc 2025;14:e68356
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First, we trained a Continuous Bag of Words word2vec model on the entire corpus using the word2vec package in R (R Foundation for Statistical Computing) [27]. Next, we created a mental health vector by averaging the vectors of words strongly associated with mental health (eg, therapy, psychiatry, and diagnosis; see Multimedia Appendix 1 for details). This vector was used as a reference point for identifying mental health–related language.
J Med Internet Res 2025;27:e73950
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Statistical analysis was performed using the R software (version 4.1.2; R Foundation for Statistical Computing, including the R Commander package (version 2.9‐5). The Shapiro-Wilk test was used to verify the normality of the data distribution, and the nonparametric Friedman test to assess differences across the time points within each group.
JMIR Form Res 2025;9:e69072
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Breath-Focused Mindfulness and Compassion Training in Parent-Child Dyads: Pilot Intervention Study
JMIR Form Res 2025;9:e69607
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