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In a crisis, despite intense pressure, complexity, and uncertainty, leaders must be decisive, obtain and allocate stretched resources, and communicate clearly with employees, often under a spotlight [30-32].
JMIR Res Protoc 2025;14:e66402
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Tools were assigned a rating of ✓ if responsiveness of the digital tool to cognitive change over time was reported.
Clinical meaningfulness is not considered a psychometric property but, rather, an important tool characteristic for interpretability of a (change in) score [29]. Clinical meaningfulness refers to a score (or its change) that can be interpreted as clinically relevant such that a qualitative meaning is assigned to the quantitative score [16,29].
J Med Internet Res 2025;27:e65297
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Patients in underdeveloped health care systems are not consistently diagnosed or treated because of a lack of information, infrastructure, resources, shortage of equipment, a lack of diagnostic accuracy, a lack of health education, and budgetary constraints, which prevents them from undergoing periodical medical examinations [9,10].
JMIR Public Health Surveill 2025;11:e72233
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Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics
An aggregate accuracy score derived from a benchmark is not useful to determine how GMAI will behave for a single case, especially in tasks that are not assessed by the benchmark or even not predefined. Given the unprecedented versatility of GMAI, they could be applied to a wide range of tasks, including those newly defined by the user, which present a challenge for evaluation.
J Med Internet Res 2025;27:e70901
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Reddit has a 1000-item listing limit: users can view the 1000 most recent posts and comments within a subreddit. To capture as much data as possible, on August 8, 2023, the lead author (NYS) manually downloaded every post and comment added to the r/OCD subreddit over a 72-hour period, from August 4, 2023, to August 7, 2023.
JMIR Form Res 2025;9:e60899
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For instance, some participants favored evidence-based disease-related resources because they helped them learn about unfamiliar topics and clinically reason through possibilities while generating differential diagnoses for a medical case:
It’s a good start for me to go to something like Up To Date for a disease state that I’m not familiar with, just because it does give you a general recommendation, but it also ties in a lot of the most recent guidelines of literature.
JMIR Med Inform 2025;13:e60191
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The novel SARS-Co V-2 was identified in December 2019 as a cause of severe pneumonia, acute respiratory distress syndrome, and potential multiorgan failure in humans [1,2]. The disease known as COVID-19 has turned into a worldwide pandemic, causing substantial morbidity and mortality, and is now (2024) considered an endemic disease. As of December 15, 2024, the World Health Organization reports a total of 7,079,587 COVID-19 deaths worldwide [3].
JMIR Res Protoc 2025;14:e60675
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Previous studies exploring wear time of a wearable device have mainly taken place in the human-computer interaction field in a general population and disease-agnostic setting [15-19]. A few studies have looked at wear time behavior in the context of biomedical research, but only in a limited capacity.
JMIR Form Res 2025;9:e67585
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The website also included a page to set a weekly PA goal and visually tracked (via a graph) the number of videos watched per week. Participants randomized to the intervention group received individual login information for the Mom Zing website via email and up to 6 reminders (text and email per each participant’s preference) to log into the Mom Zing website (73% text and 27% email).
JMIR Ment Health 2025;12:e64507
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Facial expression recognition technology can capture students’ emotional reactions, providing teachers with a more comprehensive evaluation basis, thereby more accurately assessing students’ comprehensive qualities and potential. In addition, traditional medical education often adopts a teacher-led teaching mode in teaching methods, lacking student participation and interaction.
JMIR Hum Factors 2025;12:e72838
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