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Analyses were done with R (v4.2.2, R Foundation for Statistical Computing).
This study was approved by the University of Otago Human Ethics Committee (reference: HD22/064). Participants were users of a commercially available app who consented to their anonymized data being used for research purposes through the app’s privacy policy. All data were deidentified before analysis. No compensation was provided for participation.
JMIR Form Res 2025;9:e65368
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We used R (version 12.1.402; R Foundation for Statistical Computing [34]) and Microsoft Excel (Microsoft Corp) for data analysis and matching. The boundaries of the final complete sociocentric-like fuzzy network were only those participants enrolled in the N2 cohort study and did not include those individuals that participants may have named as being in their social networks.
JMIR Public Health Surveill 2025;11:e64497
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Rosenberg [38] demonstrated criterion validity for H-MSM and others. Furthermore, both Dillon et al [37] and Worthington et al [33] demonstrated high internal consistency of subscales, with the latter also finding good test-retest reliability across 2-week intervals.
The Sexual Orientation Identity Development Scale [32], though not yet validated with H-MSM, has been used with plurisex Latinx youth [39].
JMIR Res Protoc 2025;14:e66897
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Reference 47: Gender diversity within R & D teams: its impact on radicalness of innovation
JMIR Cancer 2025;11:e57834
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The subreddit context-based criteria identified records that were created within the r/Sublocade subreddit, a subsection of Reddit focused on discussions of Sublocade.
Dataset schema and data annotation.
J Med Internet Res 2025;27:e71245
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