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Prediction modeling was based on validated Dutch OQ-45 cutoff scores to assess a clinically relevant decrease in symptoms between two measurements (reliable change index: a decrease of at least 14 points in total score) [45,47].
J Particip Med 2025;17:e67170
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A recurrent theme across these sessions was the absence of a personalized, regularly updated medium through which students could effectively engage with available university resources. Although a range of services existed, participants emphasized the need for an integrated system to support continuous search, discovery, and engagement.
JMIR Res Protoc 2025;14:e68368
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Patients in the original study were randomized 1:1 to either usual transitional care (a single phone call from the practice within 2 business days of discharge) or usual care plus receipt of a 30-day automated SMS text messaging program. The study operated under a waiver of informed consent, though patients were free to opt out via text at any time. A total of 2352 patients were included in the intervention arm.
SMS text messages were sent out on a tapering schedule after discharge.
J Med Internet Res 2025;27:e72875
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Using a hybrid type 1 effectiveness-implementation design [55], we will test the effectiveness of the MISSION-CJ intervention in a randomized controlled trial (RCT) across 2 large VA health care systems as well as conduct a qualitative evaluation of MISSION-CJ’s implementation.
JMIR Res Protoc 2025;14:e70750
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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study
Some researchers have used the hepatitis C virus (HCV) codes as a marker of drug use, although there are a substantial number of people with HCV who do not currently use drugs or have ever used drugs [16,17].
The barrier to identifying PWUD can potentially be addressed with natural language processing (NLP), to leverage artificial intelligence (AI) algorithms for interpretation of the written text in a context-relevant manner [18].
JMIR AI 2025;4:e63147
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A key analogue practice in pathology that is now being digitized via whole-slide imaging is diagnosis. This means that, instead of examining tissue samples on glass slides under a microscope, the glass slide is scanned as a high-resolution image, and the digital slide is examined on a computer screen. Digitizing this step can be seen as a paradigm shift in the digital transformation of pathology. It affects the entire pathology workflow [6].
J Med Internet Res 2025;27:e63366
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These 7 questions were rated on a 10-point numeric rating scale, and participants were provided the anchors, 1=not at all, 10=a great deal. Participants could also select "unable to assess" as a response. Survey items were generated by members of the study team (including nursing professionals, a researcher, and physicians), whose experience helping implement the intervention informed key questions for nursing leadership to assess how implementation was going.
JMIR Nursing 2025;8:e70332
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Impact of the Exposome in Type 1 Diabetes: Protocol for a Scoping Review
Such a comprehensive understanding is essential for the identification of new strategies for disease prevention and management.
Conducting a scoping review is well-suited for this broad research question, as it allows for an exhaustive exploration, particularly for a fragmented research area. Unlike systematic reviews, scoping reviews map existing knowledge, identify research gaps, and comprehensively synthesize the available evidence [27-29].
JMIR Res Protoc 2025;14:e73424
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This underscores the need for tailored strategies to bridge this digital divide and encourage app usage among older populations—a key disparity in health care app usage.
Gender differences also play a role in health care app adoption and usage. Studies have shown that men and women exhibit different health-seeking behaviors and preferences for digital health tools [7].
JMIR Res Protoc 2025;14:e63596
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“Overall, I think Deep Research does produce a good first draft that would probably be readily accepted in a mid-tier journal, but which could be significantly improved with editing and revisions. Perhaps the outputs might improve with better prompts or guidance (eg providing refined outlines and a reference list).”
J Med Internet Res 2025;27:e75666
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