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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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Breast Cancer Vlogs on YouTube: Descriptive and Content Analyses
JMIR Infodemiology 2025;5:e66812
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Participants (N=20) were enrolled and randomized to either a prerecorded lecture or the tunnel-specific e-learning course. Both groups completed follow-up simulations at 1 and 6 months, which included 15 decision points (each designed as a multiple-choice question). Outcomes included the decision to correctly enter the tunnel, the number of correct decisions, and time. Participants also self-evaluated their decision-making ability and sense of security in handling road tunnel incidents.
JMIR Form Res 2025;9:e58542
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The AI Reviewer: Evaluating AI’s Role in Citation Screening for Streamlined Systematic Reviews
Hence, 121 citations (n=21, 17.4% included and n=100, 82.6% excluded) were tested against predefined eligibility criteria using Chat GPT 3.5 (version September 25, 2023), Chat GPT 4 (version September 25, 2023), Google Bard (version 1.15; released on September 2, 2023), Meta Llama 2 (70b parameters, version 2.1.1; released on October 10, 2023), and Claude AI 2 (version 1.3; released on July 11, 2023). We used descriptive statistics to evaluate sensitivity, specificity, and overall accuracy.
JMIR Form Res 2025;9:e58366
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SPACEa design team community partner roles (n=17).
a SPACE: school-partnered collaborative care.
b Numbers add to more than 17 as partners could identify with more than one role.
At the initial design meeting, participants generated 141 ideas for the SPACE redesign, of which 94 were unique. Partners assigned a numeric prioritization to ideas, which were then condensed to create a list of unique ideas (Multimedia Appendix 1).
JMIR Diabetes 2025;10:e64096
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The sample of completers (n=22) was recruited from 2 clinics, 68% (n=15) from 1 clinic, 32% (n=7) from the other clinic. Refer to Table 1 for demographic characteristics. The sample was predominately Latino or Hispanic (7/22, 77%) had a mean age of 56.32 (SD 10.93) years, 73% (16/22) were female, and 55% (12/22) were married or partnered. The majority reported low-income (86%
Consolidated Standards of Reporting Trials (CONSORT) diagram.
Participant demographics (n=22).
JMIR Form Res 2025;9:e67293
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Reference 73: Generality of findings from single-case designs: it's not all about the "N"
JMIR Rehabil Assist Technol 2025;12:e70378
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In a randomized 3-arm pilot study (N=120) pregnant women who had not presented for ANC by their second trimester were equally randomized to receive (1) standard of care, which is the routine ANC information given at the maternity centers (control); (2) scheduled SMS audio messages from the final messaging prototype (scheduled messaging [SM]); and (3) SM, plus social supporter engagement through SMS (SS) [63].
JMIR Res Protoc 2025;14:e67049
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Among these 84 models, the most commonly applied DL technique for learning sequential diagnosis codes was RNNs and their derivatives (n=47, 56%), followed by transformers (n=22, 26%), which have been regularly applied in studies since their introduction in 2017 (Figure 2). Among the 38 studies that used embedding techniques to represent diagnostic data, the most frequently used embedding method was Word2 Vec (n=15, 39%), followed by GNNs (n=9, 24%) and transformers (n=3, 8%).
J Med Internet Res 2025;27:e57358
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