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Health Information Scanning and Seeking in Diverse Language, Cultural and Technological Media Among Latinx Adolescents: Cross-Sectional Study

Health Information Scanning and Seeking in Diverse Language, Cultural and Technological Media Among Latinx Adolescents: Cross-Sectional Study

In 2021, 701 eligible US-based Latinx adolescents aged 13-20 years from a proprietary Qualtrics survey research panel self-completed a 20-minute cross-sectional web survey using personal digital devices about behaviors related to Spanish- and English-language media use and mental and physical health information acquisition; complete details about study procedures are reported elsewhere [46]. Eligibility included participants identifying as “Latina/o/x/e.”

Melissa J DuPont-Reyes, Alice P Villatoro, Lu Tang

J Med Internet Res 2025;27:e64672

Snowball Group Usability Testing for Rapid and Iterative Multisite Tool Development: Method Development Study

Snowball Group Usability Testing for Rapid and Iterative Multisite Tool Development: Method Development Study

Alternatively, the patient could be sent to an emergency department or physician visit, or for those who were assessed over the phone, they could be advised that they do not need a visit and could self-treat with supportive care at home (Figure 1). The assessment questions were developed based on current site standards for patients with cough and sore throat [18]. Cough and sore throat clinical decision support workflow diagram.

Katherine L Dauber-Decker, David Feldstein, Rachel Hess, Devin Mann, Eun Ji Kim, Pranisha Gautam-Goyal, Jeffrey Solomon, Sundas Khan, Fatima Malik, Lynn Xu, Ainsley Huffman, Paul D Smith, Wendy Halm, Alice Yuroff, Safiya Richardson

JMIR Form Res 2025;9:e55316

Impact of Online Interactive Decision Tools on Women’s Decision-Making Regarding Breast Cancer Screening: Systematic Review and Meta-Analysis

Impact of Online Interactive Decision Tools on Women’s Decision-Making Regarding Breast Cancer Screening: Systematic Review and Meta-Analysis

Exclusion criteria were as follows: (1) participants at high risk of breast cancer, that is, those with 1 or more risk factors associated with a significantly increased risk of the disease [2-4]; (2) screening limited to breast examination by an HP or self-examination; (3) non–peer-reviewed publications; and (4) studies focused on BCS cessation. The search yielded 16,061 records, which were managed using Covidence software [44].

Patricia Villain, Laura Downham, Alice Le Bonniec, Charlotte Bauquier, Olena Mandrik, Tom Nadarzynski, Lorie Donelle, Raúl Murillo, Eleni L Tolma, Sonali Johnson, Patricia Soler-Michel, Robert Smith

J Med Internet Res 2025;27:e65974

Stress Reduction in Perioperative Care: Feasibility Randomized Controlled Trial

Stress Reduction in Perioperative Care: Feasibility Randomized Controlled Trial

Furthermore, this study aimed to show the impact of the CARINAE solution on quality of life, emotional status, mental well-being, and self-efficacy, activation status on patients’ knowledge, skills, and confidence for self-management. Besides, the CARINAE solution has been assessed by health care professionals and patients and caregivers allocated to the intervention group, in terms of engagement.

Haridimos Kondylakis, Irene Alice Chicchi Giglioli, Dimitrios Katehakis, Hatice Aldemir, Paul Zikas, George Papagiannakis, Santiago Hors-Fraile, Pedro L González-Sanz, Konstantinos Apostolakis, Constantine Stephanidis, Francisco J Núñez-Benjumea, Rosa M Baños-Rivera, Luis Fernandez-Luque, Angelina Kouroubali

J Med Internet Res 2025;27:e54049

Exploring the Perspectives of Older Adults Living With HIV on Virtual Care: Qualitative Study

Exploring the Perspectives of Older Adults Living With HIV on Virtual Care: Qualitative Study

To be eligible, individuals had to self-identify as HIV-positive, be 50 years of age or older, and reside in Ontario. This geographic specificity facilitated a targeted examination of health care resources available to older persons living with HIV in this province. Our advisory committee’s websites and social media platforms were used to promote the study.

Kristina M Kokorelias, Dean Valentine, Erica M Dove, Paige Brown, Stuart McKinlay, Christine L Sheppard, Hardeep Singh, Andrew D Eaton, Laura Jamieson, Marina B Wasilewski, Alice Zhabokritsky, Ashley Flanagan, Reham Abdelhalim, Rahel Zewude, Rabea Parpia, Sharon Walmsley, Luxey Sirisegaram

JMIR Aging 2024;7:e65730

Screening for Depression Using Natural Language Processing: Literature Review

Screening for Depression Using Natural Language Processing: Literature Review

These models, characterized by their substantial number of parameters, often in the hundreds of millions to trillions, are artificial neural networks designed for natural language understanding and generation, using a self-attention mechanism to process input data in parallel and capture contextual information across long sequences. The transformer architecture [42] has been widely used in language modeling tasks and has proved to be highly effective in sentiment analysis [29,43-45].

Bazen Gashaw Teferra, Alice Rueda, Hilary Pang, Richard Valenzano, Reza Samavi, Sridhar Krishnan, Venkat Bhat

Interact J Med Res 2024;13:e55067

Caregiver and Youth Characteristics That Influence Trust in Digital Health Platforms in Pediatric Care: Mixed Methods Study

Caregiver and Youth Characteristics That Influence Trust in Digital Health Platforms in Pediatric Care: Mixed Methods Study

Demographic characteristics of study participants (n=1301). a Data not collected. b Area was self-defined by respondents as living in either an urban, suburban, or rural community. c Level of education was defined as either the highest level completed or having some completion or in the process of completing. d Household income was reported in the currency of the survey respondents’ country of residence; CAD $1=US $0.76. e Chronic disease or illness was defined as medical conditions that lasted for a prolonged period

Eric Chow, Alice Virani, Susan Pinkney, Fatema S Abdulhussein, Tibor van Rooij, Matthias Görges, Wyeth Wasserman, Jeffrey Bone, Holly Longstaff, Shazhan Amed

J Med Internet Res 2024;26:e53657