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We iteratively and rigorously engineered detailed “prompts” guiding GPT to emulate a diagnosis-focused or management-focused VP and provide feedback. To instantiate a specific VP, the interface accesses a 1-page case description. Narrative S1 in Multimedia Appendix 1 reports the full prompt and 1 case description.
We selected as topics 2 common problems in ambulatory medicine: chronic cough (a diagnostic task) and diabetes (a management task).
J Med Internet Res 2025;27:e68486
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Telemedicine is often considered to be a promising solution for sustainable health care delivery as multiple reviews reported a reduction in travel-related emissions [9,10]. Savings were typically setting dependent and ranged anywhere between 0.7 and 372 kg of carbon dioxide equivalents (kg CO2eq) per consultation [10].
J Med Internet Res 2025;27:e67538
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Multiple notes can be written to describe the same identified chiropractic visit; for example, a resident chiropractor note and an attending chiropractor note may each contain data relevant to a single visit. We concatenated all notes linked to the same unique visit identifier on the same date of service (regardless of note author) to create a 1-to-1 relationship between visits and clinic notes. A unique character set was used as a delimiter to separate individual notes.
JMIR Med Inform 2025;13:e66466
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SC involves a range of cognitive functions, including the perception, organization, and use of location and object–based information to understand and navigate through physical or mental spaces [12-14]. When integrated, these processes facilitate complex spatial behaviors, such as solving mazes or tracing routes from point A to point B using landmarks or self-positioning as a reference [13].
JMIR Serious Games 2025;13:e66167
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Each DMHI was evaluated based on 2 quality rating scales: the A-MARS and the ARIA. A description of each is provided in the subsequent sections.
The A-MARS [33] is a rating scale adapted from the MARS [34] and was used to review RBs and WBPs. The A-MARS was developed to evaluate health-related e-tools, with a specific expansion of the engagement subscale.
JMIR Mhealth Uhealth 2025;13:e64098
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The EDSS, however, is semiquantitative, has limited reliability, and only captures a person’s state at one short point in time during a clinical visit [1]. People with MS may have different disability states at different times throughout the day, as symptoms can fluctuate with temperature, fatigue, stress, and other factors [2,3].
JMIR Mhealth Uhealth 2025;13:e57599
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Inclusion criteria were (1) participants aged 70 years or older, (2) having fallen or experienced a decline in perceived postural balance during the past year, (3) having access to a smartphone or tablet and using it regularly, (4) having own email address and using it, (5) being able to understand verbal and written instructions in Swedish, (6) being able to rise from a standard height chair without a person helping, and (7) being able to walk independently without a walking aid indoors.
J Med Internet Res 2025;27:e67539
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Additionally, according to the 2021 census, between 96% to 99% of the population in Nova Scotia, Prince Edward Island, Newfoundland and Labrador spoke English as a first language, and as a bilingual province, nearly 70% of the New Brunswick population spoke English as a first language while the remaining 30% spoke French [9].
JMIR Res Protoc 2025;14:e66338
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Characteristics of survey participants.
a Not available.
Participants from survey 2 had a median age of 40 (IQR 31‐50) years and a median time working of 4 (IQR 1.5‐10) years in their current role. Most responders were female (244/352, 69.32%) and White (276/352, 78.41%). Around a third held a university bachelor’s degree (129/352, 36.65%), worked in a community mental health team (119/352, 33.81%), and practiced as a mental health nurse (99/352, 28.12%).
JMIR Ment Health 2025;12:e68362
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Breast Cancer Vlogs on YouTube: Descriptive and Content Analyses
A popular subset of vlogs are created by women with breast cancer, in which they document their breast cancer experiences in a publicly accessible digital format. As videos that tend to invite viewers into the lives of their creators, vlogs typically receive high levels of engagement and draw audiences who will continue watching in order to keep up with what creators are doing next.
JMIR Infodemiology 2025;5:e66812
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