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Delivering an Electronic Health Record Based Educational Intervention Promoting Peri-Operative Non-Pharmacological Pain Care as Part of a Randomized Controlled Trial: Mixed Method Evaluation of Inpatient Nurses’ Perspectives

Delivering an Electronic Health Record Based Educational Intervention Promoting Peri-Operative Non-Pharmacological Pain Care as Part of a Randomized Controlled Trial: Mixed Method Evaluation of Inpatient Nurses’ Perspectives

These 7 questions were rated on a 10-point numeric rating scale, and participants were provided the anchors, 1=not at all, 10=a great deal. Participants could also select "unable to assess" as a response. Survey items were generated by members of the study team (including nursing professionals, a researcher, and physicians), whose experience helping implement the intervention informed key questions for nursing leadership to assess how implementation was going.

Sarah A Minteer, Cindy Tofthagen, Kathy Sheffield, Susanne Cutshall, Susan Launder, Jane Hein, Mary McGough, Christy M Audeh, Jon C Tilburt, Andrea L Cheville

JMIR Nursing 2025;8:e70332

Impact of the Exposome in Type 1 Diabetes: Protocol for a Scoping Review

Impact of the Exposome in Type 1 Diabetes: Protocol for a Scoping Review

Such a comprehensive understanding is essential for the identification of new strategies for disease prevention and management. Conducting a scoping review is well-suited for this broad research question, as it allows for an exhaustive exploration, particularly for a fragmented research area. Unlike systematic reviews, scoping reviews map existing knowledge, identify research gaps, and comprehensively synthesize the available evidence [27-29].

Maurane Rollet, Gloria A Aguayo, Jean-Pierre Riveline, Emmanuel Cosson, Guy Fagherazzi

JMIR Res Protoc 2025;14:e73424

Exploring the Dilemma of AI Use in Medical Research and Knowledge Synthesis: A Perspective on Deep Research Tools

Exploring the Dilemma of AI Use in Medical Research and Knowledge Synthesis: A Perspective on Deep Research Tools

“Overall, I think Deep Research does produce a good first draft that would probably be readily accepted in a mid-tier journal, but which could be significantly improved with editing and revisions. Perhaps the outputs might improve with better prompts or guidance (eg providing refined outlines and a reference list).”

Ariel Yuhan Ong, David A Merle, Siegfried K Wagner, Pearse A Keane

J Med Internet Res 2025;27:e75666

The Effect of Maternal Choline Intake on Offspring Cognition in Adolescence: Protocol for a 14-year Follow-Up of a Randomized Controlled Feeding Trial

The Effect of Maternal Choline Intake on Offspring Cognition in Adolescence: Protocol for a 14-year Follow-Up of a Randomized Controlled Feeding Trial

One such study evaluated the effect of providing pregnant women with either 900 mg/day of a choline supplement or a placebo from week 17 of gestation through birth and found a beneficial effect of the choline supplement on 5-month-old infants’ auditory attentional gating [17].

Sophie A Roth, Angie E Lam, Barbara J Strupp, Richard L Canfield, Elisabeth Anne Larson

JMIR Res Protoc 2025;14:e73508

Patterns of Engagement With the mHealth Component of a Sexual and Reproductive Health Risk Reduction Intervention for Young People With Depression: Latent Trajectory Analysis

Patterns of Engagement With the mHealth Component of a Sexual and Reproductive Health Risk Reduction Intervention for Young People With Depression: Latent Trajectory Analysis

We undertook a secondary analysis of anonymized data collected from June 2021 to September 2023 in a randomized controlled trial of MARSSI versus a breast health podcast (Clinical Trials.gov NCT04798248).

Lydia A Shrier, Carly E Milliren, Brittany Ciriello, Madison M O'Connell, Sion Kim Harris

JMIR Mhealth Uhealth 2025;13:e70219

Data Dashboard Acceptability, Use, and Perceived Effectiveness in Disseminating Local Overdose Data and Resources in a Rural New York State County: A Cross-Sectional Study

Data Dashboard Acceptability, Use, and Perceived Effectiveness in Disseminating Local Overdose Data and Resources in a Rural New York State County: A Cross-Sectional Study

Following the launch of the dashboard, we conducted a cross-sectional study targeting adults older than 18 years who lived or worked in Cayuga County using a 20-question online Qualtrics survey [20]. We conducted 2 phases of participant recruitment, resulting in a convenience sample. During the initial recruitment phase, spanning from May to August 2023, participants were offered a US $10 Amazon gift card as an incentive.

Zhongxuan He, Monika Salvage, Corinna A Noel

Online J Public Health Inform 2025;17:e68977

A Resource-Efficient, High-Dose, Gamified Neurorehabilitation Program for Chronic Stroke at Home: Retrospective Real-World Analysis

A Resource-Efficient, High-Dose, Gamified Neurorehabilitation Program for Chronic Stroke at Home: Retrospective Real-World Analysis

All patients were assigned to a single-arm treatment group involving a high-dose, home-based training program (Figure 1 A–B). For the purposes of this work, we consider a high-dose program to be one that achieves a total dosage above 20 hours scheduled time, as these doses are generally considered to deliver outcomes above the minimum clinically important difference [2,5,29]. Overall, the program goal was to deliver 36 hours of training during the program.

Spencer A Arbuckle, Anna Sophie Knill, Michelle H Chan-Cortés, Gabriela Rozanski, Anastasia Elena Ford, Louis T Derungs, John W Krakauer, Naveed Ejaz, David Putrino, Jenna Tosto-Mancuso, Meret Branscheidt

JMIR Serious Games 2025;13:e69335

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study

For this reason, we frame our problem in terms of a multilabel document classification task [6] where operative notes take on a series of binary labels as to whether or not a certain intraoperative finding (eg, bleeding and contamination) or technique (eg, bowel resection, hand-sewn anastomosis, and style of fascial closure) occurred during the case.

Jeremy A Balch, Sasank S Desaraju, Victoria J Nolan, Divya Vellanki, Timothy R Buchanan, Lindsey M Brinkley, Yordan Penev, Ahmet Bilgili, Aashay Patel, Corinne E Chatham, David M Vanderbilt, Rayon Uddin, Azra Bihorac, Philip Efron, Tyler J Loftus, Protiva Rahman, Benjamin Shickel

JMIR Med Inform 2025;13:e71176

Activity-Based Interventions to Increase Independence After Stroke In the Hospital Setting: Protocol for a Systematic Review

Activity-Based Interventions to Increase Independence After Stroke In the Hospital Setting: Protocol for a Systematic Review

Stroke is a leading cause of adult disability [1]; despite advances in acute treatments, the need for neurorehabilitation continues [2,3]. Stroke-related impairments can lead to difficulties in performing meaningful activities, such as showering or preparing a meal, and problems in participating more broadly in life, such as maintaining a home.

Tayla Grant, Laura Jolliffe, Kylie Wales, Emma Schneider, Avril E Drummond, Natasha A Lannin

JMIR Res Protoc 2025;14:e73133