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Skip search results from other journals and go to results- 385 Journal of Medical Internet Research
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County B, on the east side of the state, is an urban county, with over 370,000 people. The jail had 404 beds and 8300 bookings in 2019. These jails vary in screening methods for suicide risk at jail booking, which reflects variability nationally. County A uses several scripted questions about current and past suicide ideation or attempts, and County B uses several scripted questions and a truncated version of the Columbia Suicide Severity Rating Scale [25].
The 2 jail populations vary demographically.
JMIR Res Protoc 2025;14:e68517
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Our literature search identified a number of m Health interventions, such as B-wise [80], a website with Pr EP information for adolescent girls and young women in South Africa, and Tutu Tester [81], a mobile clinic that used m Health to connect with HIV testers in the community [82,83]; however, these interventions were not included, as their impacts from m Health were not published in peer-reviewed journals or as conference abstracts.
JMIR Mhealth Uhealth 2025;13:e60819
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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis
For example, consider a set of variables {A,B,C,D} that have the dependency relations described by the DAG A←B→C→D, then this DAG would be consistent with the partition {{B},{A,C},{D}}. The sampling procedure was run across 8 chains and checked for convergence and resolution (Note S2 in Multimedia Appendix 1). We used the Bayesian Gaussian equivalent score to retain the ordinal information of the random variables.
Simulating outcomes given a DAG is performed by constructing a Bayesian network (BN).
J Med Internet Res 2025;27:e71305
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Number of (A) member posts, (B) moderator posts, and (C) total number of individuals (members and moderators) posting each month on the Connect Share Care network (c Chart Statistical Process Control analysis). The mean is represented by the turquoise (solid) line. The UCLs and LCLs are represented by the red dash lines. CL: confidence limit; LCL: lower confidence limit; UCL: upper confidence limit.
Care partner experience was assessed via an anonymous survey.
JMIR Form Res 2025;9:e70206
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