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Pragmatic trials “emphasize a balance between internal and external validity” [16]. In other words, such trials emphasize a balance between the scientific rigor, generalizability, and implementation of an intervention in a way that reflects the real circumstances in which it would otherwise be implemented outside a trial (eg, staff or organizational capacity to make adaptations when needed [17]).
J Med Internet Res 2025;27:e63199
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Faculty Retreats in Academic Medicine: Tutorial
Retreat goals can include long-term objectives, but given time constraints, the retreat may only be a start or a contributing component to that objective. Aligning the retreat content with long-term objectives can be effective from a strategic planning perspective. Finally, focus on a manageable number of objectives to avoid overwhelming participants; consider what is feasible in the retreat time allotted.
JMIR Med Educ 2025;11:e71622
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The sample size was calculated using the formula z∝/1(P)(1−P) 2 d2, where z=1.96 (corresponding to a 95% CI value) and the P (the reported prevalence of MASLD among patients with type 2 diabetes in a study conducted in Abha, Saudi Arabia, in 2018) is 72.7% [14]. While the margin of error was indicated as 5%, the final sample size was 309.72. To control for the low response rate, the sample size was increased by 10%.
JMIR Diabetes 2025;10:e77772
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Text message outreach may offer a low-cost, scalable approach to encourage WIC enrollment among eligible SNAP-participating households [2]. No studies have evaluated impacts of such outreach in American Indian populations. This study evaluated a pilot randomized text message intervention aimed at increasing enrollment in the Inter Tribal Council of Arizona, Inc. (ITCA) WIC program.
JMIR Form Res 2025;9:e78907
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Governing AI in Mental Health: 50-State Legislative Review
However, federal authority in this space is constrained by the specific mandates and domains of each agency or statute, a fuller discussion of which can be found in studies by Kahane et al [14,15]. As a result, many MH-AI tools fall into regulatory gray zones or remain exempt from rules governing other medical technologies, particularly so-called “wellness” products and other technologies not specifically marketed as medical or therapy products [7,14-17].
JMIR Ment Health 2025;12:e80739
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Wearable Artificial Intelligence for Epilepsy: Scoping Review
Third, a significant portion of previous studies narrowly focused on a particular data type, predominantly EEG [7,12,13]. Fourth, the majority of these studies were conventional literature reviews rather than more comprehensive scoping or systematic reviews [7,9,10,12,13]. Lastly, the search strategies employed in these reviews often overlooked key databases such as CINAHL, Psyc INFO, Scopus, IEEE, and the ACM digital library [6,8,10,11].
J Med Internet Res 2025;27:e73593
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People would mention a conversation that we had maybe a week ago, a month ago; sometimes I wouldn’t remember talking to that person at all.
People with cancer often reported struggling to recall recent conversations despite being prompted by others. This reflects a broader difficulty with retaining new information and maintaining social relationships. They also often frequently mentioned a noticeable decline in memory compared with their previous abilities.
JMIR Cancer 2025;11:e71996
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According to a recent scoping review by Meng et al [7], large language models (LLMs) have been actively explored in several areas of medicine, including clinical documentation support. The review, which analyzed over 550 studies, found that LLMs have the potential to reduce clinician workload and streamline routine writing tasks.
JMIR Form Res 2025;9:e80917
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Advantages of a Virtual Collaborative Research Dermatology Laboratory
Weekly Zoom meetings provide a platform for updates, allowing for the seamless integration of students and residents from multiple locations. This virtual approach supported the laboratory’s ongoing success, allowing it to thrive as a dual-campus operation.
JMIR Med Educ 2025;11:e65697
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However, beneficial effects for positive versus negative affect induction before extinction learning trials were not replicated by Fitzgerald [16] using a fear conditioning paradigm or by van Veen et al [17] using 2-session virtual reality (VR) exposure for participants with high public speaking anxiety. Failures to observe a beneficial effect for preexposure positive affect have also been reported in studies examining extant levels of positive affect in individuals undergoing treatment [18,19].
JMIR Res Protoc 2025;14:e80010
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