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Validation of the Perceived Barriers to Antiretroviral Therapy Adherence (PEDIA) Scale Among Gay, Bisexual, and Other Men Who Have Sex With Men and Transgender and Nonbinary Persons: Cross-Sectional Study

Validation of the Perceived Barriers to Antiretroviral Therapy Adherence (PEDIA) Scale Among Gay, Bisexual, and Other Men Who Have Sex With Men and Transgender and Nonbinary Persons: Cross-Sectional Study

In Brazil, nationally representative data on the cascade of HIV care is still scarce, with a 2016 study conducted in the city of Rio de Janeiro among 793 MSM and 37 transwomen indicating that 72.5% of those diagnosed were linked to care, 68.7% retained in care, and 61.1% were taking ART [5].

Victor C Matos, Dyego Carlos Araújo, Thiago S Torres, Paula M Luz

JMIR Public Health Surveill 2025;11:e67005

A Responsible Framework for Assessing, Selecting, and Explaining Machine Learning Models in Cardiovascular Disease Outcomes Among People With Type 2 Diabetes: Methodology and Validation Study

A Responsible Framework for Assessing, Selecting, and Explaining Machine Learning Models in Cardiovascular Disease Outcomes Among People With Type 2 Diabetes: Methodology and Validation Study

The ACCORD contained de-identified data only. Participants in the ACCORD trial were not paid for their participation. Our study data included 9635 participants, with 616 (6% of the total 10,251) excluded due to missing data on predictor variables (Table 1). The mean (SD) age was 62.8 (6.7) years. Women made up 3,662 (38%) of the sample.

Yang Yang, Che-Yi Liao, Esmaeil Keyvanshokooh, Hui Shao, Mary Beth Weber, Francisco J Pasquel, Gian-Gabriel P Garcia

JMIR Med Inform 2025;13:e66200

Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

The minimum sample size was determined using Epidat 4.2 software (Xunta de Galicia), following the equation for estimating the comparison between independent means. The calculation was based on data reported by Rykov et al [30], in a study where patients were screened using wearable devices, and (MLMs were applied (Textbox 1).

Andrea P Garzón-Partida, Kimberly Magaña-Plascencia, Diana Emilia Martínez-Fernández, Joaquín García-Estrada, Sonia Luquin, David Fernández-Quezada

JMIR Res Protoc 2025;14:e71374

Influence of Virtual Reality Illusions on Balance Performance and Immersive User Experience in Young Adults: A Within-Subject Experimental Study

Influence of Virtual Reality Illusions on Balance Performance and Immersive User Experience in Young Adults: A Within-Subject Experimental Study

There were significant increases in mean absolute Co P displacements during illusions compared with before the illusion stages for both mediolateral (P Further comparisons of mean absolute mediolateral Co P displacement showed significant increases during illusions compared with before the illusions for several types of illusions: anterior high (P=.002, mean difference 4.4 cm), lateral high (P=.048, mean difference 1.8 cm), medial high (P=.025, mean difference 2.1 cm), medial low (P=.045, mean difference 0.4 cm

R Achintha M Abayasiri, Antonio Padilha Lanari Bo, Taylor J M Dick, Nilufar Baghaei

JMIR Serious Games 2025;13:e70376

The State of Remote Patient Monitoring for Chronic Disease Management in the United States

The State of Remote Patient Monitoring for Chronic Disease Management in the United States

Class I nonexempt and class II devices are cleared by the FDA after review of a de novo submission supporting safety and efficacy of the device or after review of a 510(k) submission supporting substantial equivalence to an existing, legally marketed predicate device. As a point of reference, point-of-care capillary blood glucose measurement devices (ie, glucometers) are invasive, class II medical devices.

Margaret M Paul, Nandita Khera, Praneetha R Elugunti, Kevin C Ruff, Musab S Hommos, Leslie F Thomas, Vivek Nagaraja, Ashley L Garrett, Mari Pantoja-Smith, Nathan L Delafield, Blanca C Lizaola-Mayo, Molly M Kresin, Mahesh Seetharam, Sandhya R Nagarakanti, Manreet Kaur

J Med Internet Res 2025;27:e70422

Public Perception of the Brain-Computer Interface Based on a Decade of Data on X: Mixed Methods Study

Public Perception of the Brain-Computer Interface Based on a Decade of Data on X: Mixed Methods Study

The P value threshold for statistical significance in this study is set at .05. All extracted data used and presented in this study were archival, cross-sectional, and observational, obtained from publicly accessible sources without any interaction with social media users and with their usernames omitted. As such, institutional review board approval was not required. Our study analyzed a total of 65,340 posts, created by 38,962 distinct users (Table 1).

Mohammed A Almanna, Lior M Elkaim, Mohammed A Alvi, Jordan J Levett, Ben Li, Muhammad Mamdani, Mohammed Al‑Omran, Naif M Alotaibi

JMIR Form Res 2025;9:e60859