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We included 274 TGD participants from the US transgender population health survey (Trans Pop), a national probability sample of gender diverse adults in the United States that was conducted from 2016 to 2018, which is publicly available [57]. Probability sampling approaches were used to enhance diversity and representativeness of the sample [58] (see Krueger et al [59] for further methodological details on the original study).
J Med Internet Res 2025;27:e65452
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For example, medical students completing an online module on a basic science topic may be confident in their ability to learn but struggle to see the value in the material beyond their next examination. Conversely, students completing a virtual examination with a standardized patient may see the value in what they are learning but not feel confident in their ability to succeed.
JMIR Med Educ 2025;11:e64179
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Data saturation—a point where no new themes or insights emerge—can often be achieved with 6‐12 interviews, depending on the study’s scope and participant homogeneity [43]. In this study, combining focus groups and individual interviews ensured a rich dataset that captured a range of perspectives while adhering to the principle of saturation.
JMIR Pediatr Parent 2025;8:e67137
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The aim of this study is to develop risk calculators that best predict (1) a mother’s risk of having a neonate with abnormal fetal growth (large for gestational age [LGA] or small for gestational age [SGA]); (2) a mother’s risk of having a serious adverse neonatal outcome; and (3) a mother’s risk of developing new metabolic disease after pregnancy (Figure 1).
JMIR Res Protoc 2025;14:e72542
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A total of 258,621 admissions occurred during the study period, and 92,845 had an elevated e CART score. Of these, for 21,817 admissions, a chest radiograph was obtained within 48 hours of the time of the elevated score and was included in the analysis (Figure 1). The characteristics of the final cohort are presented in Table 1. The patients in the final cohort had a median age of 63 (IQR 52-74) years, with a higher likelihood of being male (56.1%, 12,249/21,817); 5.7% were black (1252/21,187).
JMIR AI 2025;4:e67144
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According to the World Health Organization (WHO) [15], “referral can be defined as a process in which a health worker at one level of the health care system, having insufficient resources (eg, drugs, equipment, and skills) to manage a clinical condition, seeks the assistance of a better or differently resourced facility at the same or higher level to assist in or take over the management of the client’s case.”
JMIR Res Protoc 2025;14:e64886
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Transcripts were coded by the first author following a template analysis approach [18] with NVivo software (version 14; Lumivero), using a prespecified codebook. The codebook was created according to a hybrid approach, using a deductive approach to generate high-level codes based on the CFIR Codebook Template [15], and an inductive approach to incorporate themes that arose from the data [19].
JMIR Form Res 2025;9:e67624
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Perinatal depression, a condition common in pregnant women, is higher among adolescent mothers than older mothers [10,11] occurring during pregnancy and up to one year after childbirth. Untreated perinatal depression is a risk for negative health outcomes for mothers and their infants [12].
JMIR Form Res 2025;9:e42406
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For example, a narrative review of an MBC approach in behavioral health clinics found such benefits as significantly improving clinical outcomes, improving symptoms more quickly, and decreasing treatment costs [6].
To this end, the EPI-CAL team chose to design and implement a web-based and tablet app called Beehive.
JMIR Hum Factors 2025;12:e65889
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However, drinking a certain amount of water at a specific point in time may require considerable discipline from patients, who are predominantly older adults. These considerations led to the idea of developing a mobile app that reminds patients to drink a certain amount of water prior to each radiation session. The idea of testing a reminder app in this context was based on our experience with such an app during our previous Interreg project Nor Dig Health [18,19].
JMIR Res Protoc 2025;14:e68179
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