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Online Peer Support for Long-Term Conditions: Protocol for a Feasibility Randomized Controlled Trial

Online Peer Support for Long-Term Conditions: Protocol for a Feasibility Randomized Controlled Trial

The schedule of enrollment, interventions, and assessments for the Common Ground feasibility randomized controlled trial. a NHS: National Health Service. b PHQ-8: Patient Health Questionnaire–8. c WEMWBS: Warwick-Edinburgh Mental Well-Being Scale. d GAD-7: Generalized Anxiety Disorder scale. e SF-36: 36-Item Short Form Health Survey. f SCS-R: Social Connectedness Scale–Revised. g CDSES: Chronic Disease Self-Efficacy Scales. h CSRI: Client Service Receipt Inventory. i PAM-13: Patient Activation Measure. j So VC: sense of

Grace Lavelle, Hannah Grace Jones, Ewan Carr, Elly Aylwin-Foster, Vanessa Lawrence, Alan Simpson, Matthew Hotopf

JMIR Res Protoc 2025;14:e71513

Revisiting the Semantic Severity of Anxiety and Depression: Computational Linguistic Study of Normalization and Pathologization

Revisiting the Semantic Severity of Anxiety and Depression: Computational Linguistic Study of Normalization and Pathologization

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.

Vojtech Pisl, Ana-Maria Bucur, Ioana R Podina

J Med Internet Res 2025;27:e73950