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Then, a sensitivity analysis of the trade-off between these performance metrics is carried out to aid model selection. Finally, for model explanation, we use a unified approach that combines multiple methods to explain the best-performing models.
JMIR Med Inform 2025;13:e66200
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Previous needs assessments [12-14] have identified the need for virtual self-management interventions incorporating peer support and for standards of technology delivery and guidance for effective virtual communications in a group setting [20,21].
Our aim is to conduct a pilot multicenter randomized controlled trial (RCT) to evaluate the feasibility and preliminary effectiveness of a virtual group-based SMP for adolescents with JIA in comparison to a waitlist control group.
JMIR Res Protoc 2025;14:e69539
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If the study participant is transferred from a nonstudy site to a study site, the data collection form will be completed by the initial treating physician at the study site; if the study participant is transferred from a study site to a second study site, this will ideally be completed by the initial treating physician at the first study site.
JMIR Res Protoc 2025;14:e67941
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A cross-sectional web-based survey was conducted among 1,000 young Korean adults aged 19‐24 years. This study adhered to the STROBE (Strengthening the Reporting of Observational Studies) guidelines, ensuring rigorous compliance with the reporting standards for cross-sectional studies. Using the G-power version 3.1.9.4 program [25], the required sample size was calculated based on a significance level of 5%, statistical power of 85%, an effect size of 0.02 (small), and 11 predictors.
JMIR Form Res 2025;9:e71485
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It consisted of immersive VR system based on a Head Mounted Display (HMD) (Quest 2; Meta, formerly Oculus), instrumented split belt treadmill (FIT5; Bertec), a safety harness, a personal computer, and a mobile phone camera (i Phone 14; Apple Inc) to record the participants’ gameplay on the monitor of the personal computer. Furthermore, the treadmill has force plates to measure ground reaction forces.
JMIR Serious Games 2025;13:e70376
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For example, if a patient’s ability to learn more about their health condition is a valued capability for their empowerment, then they need to be able to use DHTs for this purpose, which requires sufficient digital literacy (a personal conversion factor) and internet access (an external conversion factor). Figure 1 illustrates the core components of the capability approach applied to patient empowerment through DHTs based on adapted concepts from Robeyns [29].
J Med Internet Res 2025;27:e68458
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Another study found that SM young adults who were raised in highly stigmatizing environments demonstrated a blunted cortisol response to a social stressor [12].
In addition to limited studies linking minority stress processes to individual markers of stress physiology, research has revealed that SMs, compared to heterosexuals, demonstrate different stress physiology patterns. For example, Juster et al [13] showed that SM men had a lower allostatic load (AL) than heterosexual men.
JMIR Res Protoc 2025;14:e73070
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TIPS used a secure or HIPAA (Health Insurance Portability and Accountability Act)–compliant televideo platform for telehealth service delivery but had a telephone option available as a backup if needed.
JMIR Ment Health 2025;12:e72541
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The shift to online learning and reduced physical and social activity has marked a drastic change in adolescents’ lifestyles, contributing to increased screen time and more sedentary behaviors [11]. In the United States, there was a 50.6% rise in emergency department visits by adolescent girls for suicide attempts in February 2021 compared to 2019 [12].
Asian Pac Isl Nurs J 2025;9:e63284
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Words that are more opinion-based (eg, scary and amazing) have a higher subjectivity score, whereas words that are fact-based (eg, data and communication) have a lower subjectivity score. The threshold used in our study is a subjectivity score of 0.5. If the score is greater than or equal to 0.5, the post is labeled as “subjective,” otherwise the post is labeled as “objective.”
JMIR Form Res 2025;9:e60859
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