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Many recent reviews have shown that low engagement is a ubiquitous problem among DMHIs [17-19]. Plus, user engagement is considerably lower in naturalistic settings than in empirical studies [19-21]. To illustrate this, a review of 59 off-the-shelf mental health apps reported a median uptake rate of 4.0% and a 15-day retention rate of only 3.9% [22].
JMIR Ment Health 2025;12:e67190
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RM involves sending CIED data from a patient’s residence via a transmitter or smartphone app. Routine transmissions are usually sent every 90 days and can also be patient- or alert-initiated. RM is a Class 1, Level of Evidence A, professional society recommendation because of its many clinical outcome benefits [1,2]. These include reduced mortality [3-5], fewer hospitalizations [3,6], fewer inappropriate ICD shocks [7], as well as high patient satisfaction [8].
JMIR Cardio 2025;9:e66215
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This laborious process, which demands expertise and resources, faces a bottleneck in scaling up to meet the demand for a vast quantity of quality items. The challenge is particularly pronounced in medical education, where only a progress test administration in a year requires having 2400 multiple-choice items [2], showing the inefficiency of traditional methods in satisfying the needs of question banks in medical schools.
JMIR Form Res 2025;9:e65726
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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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Interpretive description offers a flexible approach to analyzing qualitative data within medical education research, as it can explore individuals’ experiences while producing practical clinical outcomes [19]. The pilot RCT compared community-dwelling older adults aged 65 to 80 years participating in a synchronous online exercise program (ACTIVE) delivered on Zoom with a waitlist control group (CON).
JMIR Aging 2025;8:e66473
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The human papillomavirus (HPV) is a primarily sexually transmitted infection that affects approximately 40 million Americans and is associated with 6 types of cancer [1]. A total of 3 HPV vaccines (nonvalent, quadrivalent, and bivalent) have been developed, licensed, and shown to be effective in preventing high-risk HPV infection. Current immunization guidelines recommend that children aged 11-12 years initiate a 2-dose HPV vaccine series but can begin as early as 9 years of age.
JMIR Res Protoc 2025;14:e60790
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Infoveillance of COVID-19 Infections in Dentistry Using Platform X: Descriptive Study
The first was a manual approach using X Pro (previously known as Tweet Deck), a user interface provided by X that allows searching tweets given some keywords or phrases as shown in Figure 2. This approach was used based on evidence from the literature [7]. AD, OA, AA, and SQ independently conducted the search, collected the tweets, and stored them. All relevant information was stored on a Microsoft Excel sheet on a password-protected computer.
J Med Internet Res 2025;27:e54650
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(A) The 5-Cog battery (5-min cognitive assessment). (B) Decision support for a patient with a positive 5-Cog result. (C) Decision support for a patient with a negative 5-Cog result. EMR: electronic medical record.
The United States Institute of Medicine (now the National Academy of Medicine) estimated a 17-year gap from when a clinical innovation is proven effective to when it is routinely implemented in clinical care [51].
JMIR Res Protoc 2025;14:e60471
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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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