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Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study

Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study

Conversion to lowercase: The entire text was converted to lowercase to ensure uniformity, so the system treats words such as “Health” and “health” the same. Tokenization: This step involved breaking down the text into individual elements, or “tokens,” typically words or phrases. Lemmatization: We transformed words into their base or root form. For instance, variations of a word such as “running” were reduced to their simplest form, “run.”

Kyungmi Woo, Se Hee Min, Aeri Kim, Subin Choi, Gregory L Alexander, Terrence O’Malley, Maria D Moen, Maxim Topaz

J Med Internet Res 2025;27:e64160

Providing 2 Types of mHealth Interventions to Support Self-Management Among People Living With HIV: Randomized Clinical Trial

Providing 2 Types of mHealth Interventions to Support Self-Management Among People Living With HIV: Randomized Clinical Trial

The community board should be operated in a safe space so that users do not encounter interpersonal conflicts [37], which will be refined in the next version of the ESSC app improvement. In addition, to maintain engagement with the app, participants responded that information should be updated regularly and interesting content should be provided to people living with HIV, such as a case of cure and the latest treatment development.

Gwang Suk Kim, Layoung Kim, Seoyoung Baek, Sooyoung Kwon, Ji Min Kim, Jun Yong Choi, Jae-Phil Choi

JMIR Mhealth Uhealth 2025;13:e60905

Feasibility and Effects of a Gait Assistance and Gait Resistance Training Program Using a Walking-Assist Wearable Robot for Community-Dwelling Older Adults: Single-Group, Pre-, and Posttest Study

Feasibility and Effects of a Gait Assistance and Gait Resistance Training Program Using a Walking-Assist Wearable Robot for Community-Dwelling Older Adults: Single-Group, Pre-, and Posttest Study

First, individuals with difficulty walking due to vision defects, fractures, and so on. Second, individuals with body types that prevent them from wearing the robot, such as a height of 4.59 feet (140 cm) or less or 5.91 feet (185 cm) or more, or severe obesity with a BMI of 35 or more. Third, individuals with heart and circulatory conditions that may affect walking training.

Eunhee Cho, Sinwoo Hwang, Seok-Jae Heo, Bokman Lim, Jewoo Lee, Younbaek Lee

JMIR Mhealth Uhealth 2025;13:e58142

Investigating Social Network Peer Effects on HIV Care Engagement Using a Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis of the N2 Cohort Study

Investigating Social Network Peer Effects on HIV Care Engagement Using a Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis of the N2 Cohort Study

Our findings suggest that, while we did not identify differences in betweenness centrality based on a participant’s HIV care cascade in the partial networks, we did so in the fuzzy-like network. More specifically, we found that participants who were virally suppressed had lower betweenness centrality measures relative to individuals in the other HIV care cascades (ie, people who did not use Pr EP, people who used Pr EP, and people who were not virally suppressed).

Cho-Hee Shrader, Dustin T Duncan, Redd Driver, Juan G Arroyo-Flores, Makella S Coudray, Raymond Moody, Yen-Tyng Chen, Britt Skaathun, Lindsay Young, Natascha del Vecchio, Kayo Fujimoto, Justin R Knox, Mariano Kanamori, John A Schneider

JMIR Public Health Surveill 2025;11:e64497