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Understanding Safety in Online Mental Health Forums: Realist Evaluation
JMIR Ment Health 2025;12:e75320
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The State of Remote Patient Monitoring for Chronic Disease Management in the United States
J Med Internet Res 2025;27:e70422
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The MHRN model outperformed other suicide screens and machine learning models with a C-statistic, area under the receiver operating characteristic (ROC) curve, of 0.853 (95% CI 0.849-0.857) compared with the Recovery Engagement and Coordination for Health-Veterans Enhanced Treatment (REACH VET) model, which has a C-statistic of 0.761 (95% CI 0.751-0.771) [21], with the top 5% of risk scores identifying over 43% of suicide attempts or deaths 90 days following a health care visit.
JMIR Res Protoc 2025;14:e68517
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development (R)
Acquisition of external graphics designer (G)
Selection of software and metrics (J)
Learning to work with existing technologies for scheduling and publishing (AF)
Sudden unexpected team member change (U)
Outputs
Extracting key teaching points from top PECARN articles into tweet (X)
Tweet frequency established at the same time each week (3 times per week) (AH)
Tweet visual structure: Intentional or strategic polls, emojis, bullet points, and multimedia such as images and videos (AA, AB, AC, C,
JMIR Form Res 2025;9:e59481
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The Rapid Online Cognitive Assessment for the Detection of Neurocognitive Disorder: Open-Label Study
We first evaluated how Ro CA evaluated patient drawings (Figure 3 A-C). Ro CA classified 97% (44/46) of the cubes correctly, 91% (42/46) of the infinities correctly, and 98% (45/46) of the clocks correctly. We next calculated the accuracy of Ro CA for each drawing individually (Figure 3 D). We compared the accuracy of each drawing to its statistical baseline by bootstrapping, resampling the accuracy, and counting the number of times it fell below the random classifier.
J Med Internet Res 2025;27:e66735
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Self-Management Intervention through Lifestyle Education for Kidney health (SMILE-K) trial intervention group participant characteristics for those assigned to the intervention group and those who activated their My Kidneys & Me (MK&M) account.
ae GFR: estimated glomerular filtration rate.
b ACR: albumin to creatinine ratio.
c Hb A1c: hemoglobin A1c.
d CRP: C-reactive protein.
e PAM-13: Patient Activation Measure-13.
J Med Internet Res 2025;27:e75845
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