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Extended Reality (XR) in Pediatric Acute and Chronic Pain: Systematic Review and Evidence Gap Map
A much smaller number of studies (n=6) examined the utility of VR in chronic pain populations including intensive pain rehabilitation (n=1) [112], chronic burn dressing (n=1) [113], chronic musculoskeletal pain (n=1) [114], chronic cancer-related pain (n=2) [115,116], and chronic abdominal pain (n=1) [117]. See Figure 2 for the summary of pain populations included across the studies.
JMIR Pediatr Parent 2025;8:e63854
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The planned effectiveness study sample size is 6600 enrolled patients, including approximately 300 (4.56%) from each of the 22 participating clinics (Bronx: n=6, 27%; Indiana: n=16, 73%).
For the implementation interviews, we will use snowball sampling to identify the most relevant informants across clinics of different sizes.
JMIR Res Protoc 2025;14:e60471
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Participant characteristics (N=21).
a Response categories based on participants’ language.
b Multiple response options were possible.
c IBDU: inflammatory bowel disease type unclassified.
d UC: ulcerative colitis.
e IBD: inflammatory bowel disease.
Adolescents and young adults expressed a range of reflections on the meaning of the transition from pediatric to adult health care.
JMIR Pediatr Parent 2025;8:e64618
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Extended Reality–Enhanced Mental Health Consultation Training: Quantitative Evaluation Study
The CVR is calculated using the equation:
where Ne represents the count of experts who have deemed the item as “essential,” and N denotes the total number of experts who have participated in the rating process. The CVR is a numerical value that quantifies the consensus among experts regarding the essential nature of the items under consideration. The critical value is a benchmark used to assess the appropriateness of items included in a content validity assessment.
JMIR Med Educ 2025;11:e64619
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We have randomized 22 administrative wards in a 1:1 ratio and aim to enroll about 72 adolescent girls and young women from each (total N=about 1584) to receive either the Tu’Washindi intervention plus usual HIV prevention services, or usual HIV prevention services alone.
JMIR Res Protoc 2025;14:e55931
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Briefly, participants comprising individuals with lived experience of depression (n=15) and clinicians (n=12) were interviewed, and the results were transcribed and coded followed by thematic analysis. The demographic and clinical characteristics of these end users are described in our previous paper.
JMIR Serious Games 2025;13:e59514
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Breast Cancer Vlogs on YouTube: Descriptive and Content Analyses
JMIR Infodemiology 2025;5:e66812
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After passing through the transformer encoding, we took the final layer representation averaged over the 12 attention heads, such that each note was represented by a matrix of dimension (768, n), corresponding to each of the n input tokens having a 768-dimensional contextual vector representing it. Following this encoding, the representation was averaged over the token dimension to arrive at a single 768-dimensional vector for the whole note.
JMIR Aging 2025;8:e65178
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