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Burnout, defined by the World Health Organization as a syndrome resulting from unmanaged, chronic workplace stress [3], manifests through mental and physical exhaustion, feelings of detachment or cynicism toward one’s job, and a diminished sense of personal accomplishment.
JMIR Nursing 2025;8:e73672
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For some APIs that allowed them, we also included a system prompt [59] to convey a public health analyst role to the LLM (Textbox 2). Such a system prompt may reduce the chance that the LLM will respond with helpful advice (such as telling the user to seek medical attention), respond with disclaimers, or refuse to answer the query.
System prompt: “You are a health analyst for a Department of Public Health.
J Med Internet Res 2025;27:e65226
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A systematic review of 14 studies of people with a stoma (N=1752) found that these changes caused by stoma formation can have a negative impact on their quality of life (QOL) [6]. Previous research using latent profile analysis within this population has found that groups with QOL concerns are more likely to have a hernia, be younger, and have had their stoma for a shorter amount of time compared to those in the “consistently good quality of life” group [7].
J Med Internet Res 2025;27:e57427
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This transfer-learning approach, where a model is pretrained on a large dataset and subsequently fine-tuned for a specific task, is a well-established strategy in medical imaging and has demonstrated substantial efficacy.
JMIR Med Inform 2025;13:e64987
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Therefore, providing a precise and detailed description of data through metadata when merging heterogeneous sources enables a valid and meaningful integration aimed at ensuring traceable reuse. Metadata assists researchers and users in searching, categorizing, and interpreting data from a data warehouse. In addition, metadata ensures data consistency and facilitates data management [8,9].
JMIR Med Inform 2025;13:e60204
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Once participants understood a prompt, they were given at least 20 minutes to write. After a short break, they were asked to read what they wrote with a spirit of wonder and curiosity as though they were reading a good friend’s writing. They could use the Zoom mute button to read their writing aloud to themselves if they chose. The intent was not to fix, edit, or alter their writing but simply to absorb what they wrote.
JMIR Form Res 2025;9:e71162
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HRV is a small, nonenveloped virus belonging to the Picornaviridae family and the Enterovirus genus. It has a positive-strand RNA genome of approximately 7.2 kb [1,2]. The viral genome is translated into a single polyprotein, which undergoes proteolytic processing to generate 11 distinct viral proteins (Figure 1 A). The HRV capsid is composed of 4 viral proteins (VPs): VP1, VP2, VP3, and VP4 (Figure 1 B).
JMIR Res Protoc 2025;14:e73383
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Beyond radiomics analysis, we evaluated Chat GPT-4 as a tool for distinguishing normal from abnormal cases based on imaging findings. We aimed to demonstrate its capability as a supportive tool in clinical settings. Such a tool could significantly reduce the workload of radiologists by efficiently filtering out normal cases, allowing them to focus their expertise on more complex and abnormal cases.
JMIR AI 2025;4:e68144
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Diamond Shruumz products, which include a diverse variety of flavored and infused cones, chocolate bars, and gummies, contain muscimol, a non–federally scheduled chemical derived from Amanita mushrooms (Amania muscaria [A. muscaria] is currently legal); however, batches of the product have been tested by the US Food and Drug Administration (FDA) and found to contain a designer drug synthetic analog (4-acetoxy-DMT [dimethyltryptamine], also known as O-acetylpsilocin or psilacetin) that can be equivalent to a
J Med Internet Res 2025;27:e64820
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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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