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Perceptions of, Barriers to, and Facilitators of the Use of AI in Primary Care: Systematic Review of Qualitative Studies

Perceptions of, Barriers to, and Facilitators of the Use of AI in Primary Care: Systematic Review of Qualitative Studies

They independently grouped similar codes to generate descriptive themes, reached a consensus through discussion, and consulted a third author (VM-V) when necessary. This phase was conducted from a descriptive and inductive stance, aiming to remain close to the participants’ discourses.

Héctor Martínez-Martínez, Julia Martínez-Alfonso, Belén Sánchez-Rojo-Huertas, Valeria Reynolds-Cortez, Andrea Turégano-Chumillas, Victoria A Meseguer-Ruiz, Shkelzen Cekrezi, Vicente Martínez-Vizcaíno

J Med Internet Res 2025;27:e71186

Effect of Whole-Body Electromyostimulation Training on Glycemic Control in People With Prediabetes: Protocol for a Pilot Randomized Controlled Trial Study

Effect of Whole-Body Electromyostimulation Training on Glycemic Control in People With Prediabetes: Protocol for a Pilot Randomized Controlled Trial Study

A bipolar electric current with a frequency of 85 Hz and an impulse width of 350 microseconds is used in an interval approach with 6 seconds of EMS stimulation with a direct impulse boost and 4 seconds of rest. During the 6-second stimulation period, low-effort movements are performed in a standing position. The intensity of the EMS will be regulated on the basis of the individual’s reported Rating of Perceived Exertion (RPE) and the Borg Category Ratio Scale (Borg-CR10) [14].

Mahdieh Shojaa, Katharina Knaub, Norbert Schmitz, Andreas Michael Nieß, Barbara Munz, Sarah Rau, Viktoria Feit, Wallen Mphepo, Rahel Dingler, Wolfgang Kemmler

JMIR Res Protoc 2025;14:e68761

The First 6 Years’ Experiences of a National Centralized Offspring Surveillance Setting for Dutch Children Prenatally Exposed to Maternal Cancer to Inform Future International Practice: Protocol for a Demographic Review of Referred Families and Key Lessons Learned

The First 6 Years’ Experiences of a National Centralized Offspring Surveillance Setting for Dutch Children Prenatally Exposed to Maternal Cancer to Inform Future International Practice: Protocol for a Demographic Review of Referred Families and Key Lessons Learned

Each visit includes a physical and neurological consultation by pediatric oncologists, a neuromotor assessment by a physiotherapist, and limited blood tests for children exposed to chemotherapy in utero (with consent). Cardiac screening is added in case of anthracycline exposure; and nephrological and audiological assessment, after platinum-based exposure.

Evangeline A Huis in 't Veld, Anouk M Kruse, Emma J Verwaaijen, Sterre C Huizer, Elisabeth M van Dijk-Lokkart, Christianne Lok, Maaike Kuethe, Frederic Amant, Mathilde M A van Gerwen, Martine van Grotel, Marry M van den Heuvel-Eibrink

JMIR Res Protoc 2025;14:e71612

Virtual Diabetes Prevention Program Tailored to Increase Participation of Black and Latino Men: Protocol for a Randomized Controlled Trial

Virtual Diabetes Prevention Program Tailored to Increase Participation of Black and Latino Men: Protocol for a Randomized Controlled Trial

The delivery of Power-Up includes a men-only, virtual, group-based model with men as coaches and an NDPP curriculum designed to be attentive to the concerns and needs of men. Virtual DPP is defined as a DPP program delivered remotely as synchronous classes through a videoconferencing platform. The intervention will be delivered virtually to participants recruited through clinical settings and available in English and Spanish.

Earle C Chambers, Elizabeth A Walker, Clyde Schechter, Eric Gil, Terysia Herbert, Katelyn Diaz, Jeffrey Gonzalez

JMIR Res Protoc 2025;14:e64405

Integrating Mobile Health App Data Into Electronic Medical or Health Record Systems and Its Impact on Health Care Delivery and Patient Health Outcomes: Scoping Review

Integrating Mobile Health App Data Into Electronic Medical or Health Record Systems and Its Impact on Health Care Delivery and Patient Health Outcomes: Scoping Review

Over the past decade, significant progress has been made in developing interoperability frameworks that have the capacity to connect m Health solutions with electronic medical record (EMR, defined as a digital version of a patient’s medical chart within a single health care facility) or electronic health record (EHR, defined as a comprehensive digital record of a patient’s health that can be shared across multiple health care providers and facilities) systems [7-9].

Jialing Lin, Shona Marie Bates, Luke N Allen, Michael Wright, Limin Mao, Michael Kidd

JMIR Mhealth Uhealth 2025;13:e66650

A Customized Neural Transcranial Magnetic Stimulation Target for Functional Disability Among Veterans With Co-Occurring Alcohol Use Disorder and Mild Traumatic Brain Injury: Protocol for a Pilot Randomized Controlled Trial

A Customized Neural Transcranial Magnetic Stimulation Target for Functional Disability Among Veterans With Co-Occurring Alcohol Use Disorder and Mild Traumatic Brain Injury: Protocol for a Pilot Randomized Controlled Trial

If a participant refuses participation, no further contact will be made. If signed informed consent forms are completed, a note will be made in the Edward Hines Jr VA Hospital electronic medical record (EMR), and the original consent form will be kept in a locked cabinet in a locked research office behind swipe-access doors. Copies of the signed consent forms will be provided to the Edward Hines Jr VA Hospital IRB office. In addition, a copy will be provided to the participant.

Amy A Herrold, Alexandra L Aaronson, Dulal Bhaumik, Timothy Durazzo, Sherri L Livengood, Alma Ramic, Patrick Riordan, Neil Jordan, Todd Parrish, Trudy Mallinson, Ibuola O Kale, Andrea Billups, Kelly Krese, Sandra Kletzel, Noah S Philip, Theresa L Bender Pape

JMIR Res Protoc 2025;14:e64909

Feasibility of Collecting and Linking Digital Phenotyping, Clinical, and Genetics Data for Mental Health Research: Pilot Observational Study

Feasibility of Collecting and Linking Digital Phenotyping, Clinical, and Genetics Data for Mental Health Research: Pilot Observational Study

Daily diaries are a special form of ESM in which assessments only occur once per day, typically within a prespecified time window [8]. There is evidence that digital phenotyping data can correlate with, classify, and predict mental health problems including depression and anxiety [10-17]. To our knowledge, no previous studies have linked newly collected smartphone-based digital phenotyping data with existing genetic data in mental health research.

Joanne R Beames, Omar Dabash, Michael J Spoelma, Artur Shvetcov, Wu Yi Zheng, Aimy Slade, Jin Han, Leonard Hoon, Joost Funke Kupper, Richard Parker, Brittany Mitchell, Nicholas G Martin, Jill M Newby, Alexis E Whitton, Helen Christensen

JMIR Form Res 2025;9:e71377

Acceptance-Based Pre-Exposure Prophylaxis Intervention (ACTPrEP) to Engage Young Black Men Who Have Sex With Men in the Southern United States: Protocol for a Pilot Randomized Controlled Trial

Acceptance-Based Pre-Exposure Prophylaxis Intervention (ACTPrEP) to Engage Young Black Men Who Have Sex With Men in the Southern United States: Protocol for a Pilot Randomized Controlled Trial

While there has been a 34% decrease in new HIV infections among young men who have sex with men, decreases are not equitable among ethnic groups [10]. Young Black men who have sex with men had a 27% decrease, while young White men who have sex with men had a 45% decrease [10].

Trisha Arnold, Kayla K Giorlando, Andrew P Barnett, Brandon A Gaudiano, Cara M Antonaccio, A Rani Elwy, Precious Patrick Edet, Lori M Ward, Laura Whiteley, Sarah Bailey, Brooke G Rogers, Avery Leigland, Jack C Rusley, Larry K Brown

JMIR Res Protoc 2025;14:e65921

Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations

Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations

This exemplifies a generational disconnect where young people often cite important benefits of social media, whereas caregivers and other adults focus to a far greater extent on its potential harms. Exposure to harmful content and interactions on social media has increasingly been highlighted as a significant risk factor for young people’s mental health [2,23].

Jasleen Chhabra, Vita Pilkington, Ruben Benakovic, Michael James Wilson, Louise La Sala, Zac Seidler

J Med Internet Res 2025;27:e72061

Designing Clinical Decision Support Systems (CDSS)—A User-Centered Lens of the Design Characteristics, Challenges, and Implications: Systematic Review

Designing Clinical Decision Support Systems (CDSS)—A User-Centered Lens of the Design Characteristics, Challenges, and Implications: Systematic Review

If consensus was not reached, a third researcher (MV) was consulted for a resolution. Inclusion criteria Paper must be written in English. Paper must be published between 2013 and 2023 (last 10 years). All paper types are eligible, except reviews, systematic reviews, and books. Paper must be available in full text. Papers based on a designed Clinical Decision Support Systems (CDSS).

Andrew A Bayor, Jane Li, Ian A Yang, Marlien Varnfield

J Med Internet Res 2025;27:e63733