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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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This study aims to examine the effects of Feelee in forensic care, which can be characterized as a hard-to-reach study population, making this study design highly suitable. Additionally, the intensive study of a small population in a clinical setting contributes to a better understanding of the potential effects of the intervention within the variability of individuals in the clinical setting [73].
Participants follow a 2-week baseline phase, 4-week intervention phase, and a 2-week follow-up phase.
JMIR Res Protoc 2025;14:e64756
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Focus groups were conducted in this cross-sectional qualitative study to gather information on a digitally delivered National DPP lifestyle change program for rural living residents by distance learning, where Extension personnel delivered live sessions over Zoom or online, asynchronously by a university research staff member via a private Facebook group (NCT 05387434). A comparison of intervention components in the pilot trial is provided in Table 1.
JMIR Form Res 2025;9:e70406
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In many situations, patients will review their imaging reports without guidance from a medical professional, leading to confusion and anxiety [2]. Ideally, an ordering physician would be able to review the imaging results with their patients in a timely fashion, but this is often not the case. There is, therefore, a need for patients to be able to more easily and efficiently interpret the text of their imaging reports.
JMIR AI 2025;4:e69654
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The presence of CMV was defined as follows: (1) serologic detection of CMV immunoglobin M antibody or (2) histologic detection of inclusion bodies on H&E-stained sections, positive immunohistochemical staining, or CMV DNA amplification by PCR at the first or second evaluation for CMV. Patients were excluded according to the following criteria: coinfection with Clostridium difficile and CMV, final pathologic diagnosis of malignancy, or missing information on endoscopic findings.
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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Characteristics of participants with spinal cord injury who completed the coach-guided videoconferencing expressive writing program (n=24).
a Gender: F=female; M=male
b Education: PG=postgraduate; BA/BS =bachelor’s degree; SC=some college; V=vocation;
c Living situation: A=alone; WS=with someone.
d Employment: FT=fulltime; PT=parttime; NW=not working; R=retired; D=disability; HM=homemaker.
e Diagnosis: E=ependymoma; NS=neurosarcoidosis; SCI=spinalcord injury; TM=transverse myelitis.
f Injury level: P=paraplegia;
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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However, ART adherence is a challenge for people living with HIV across multiple settings and populations [2]. Brazil’s HIV epidemic is characterized as a concentrated epidemic, with specific populations bearing a disproportionate burden of the disease. Among these groups, gay, bisexual, other men who have sex with men (MSM), and transgender and nonbinary (TGNB) persons are one of the most severely affected population groups.
JMIR Public Health Surveill 2025;11:e67005
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