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Moreover, the burden and cost of administering a full cognitive assessment would likely make such an approach unrealistic.
One possible solution to this issue is the development of a digital platform with automated administration/scoring, designed for remote data collection—eliminating the need for participants to visit a clinic [18].
J Med Internet Res 2025;27:e55469
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Conversely, a rigid or traditional medical culture can act as a barrier to the usage of new technologies and methods [4]. The role of medical culture extends beyond the attitudes of individual professionals, influencing how teams function and how institutions respond to emerging challenges in health care [5].
J Med Internet Res 2025;27:e68406
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Overview of unstructured data processing for a single timestep. CUIs are extracted from clinical notes by c TAKES and assembled into a usable data structure that maps encounter ID to a list of CUIs associated with the timestep. A table of CUI-associated data is created, independent of patient data, containing preferred text, ICD codes, Sap BERT embedding, and cluster information.
J Med Internet Res 2025;27:e75340
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Since cortisol is incorporated into growing hair, hair is emerging as a novel matrix for measuring retrospective cortisol secretion over months [9,11,12]. Each 1 cm hair segment, beginning from the proximal end, approximates a month’s cortisol production.
JMIR Form Res 2025;9:e63811
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Nivel-PCD: All insurance claims codes as recorded by the GP are received, however, when a dataset has been requested by the researcher, the codes are filtered by the data processor to include a selection of codes relevant to the study (in agreement with the researchers), on a database zone level.
Contacts
Defined as moments of contact between a GP and a patient. Based on unique dates on which an insurance claim code was recorded by the GP, that is, the maximum number of contacts per patient per day is 1.
J Med Internet Res 2025;27:e64628
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The first is “gamification,” the process of building game-like features onto a cognitive task. This includes adding points, time limits, or appealing graphics to the foundational design of a traditional task. The second is to create or use an “actual” game, where the entire environment has been purposefully designed to be a game.
JMIR Aging 2025;8:e65252
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Addressing care partner needs is a pressing health, economic, and social imperative.
There is a growing literature on web-based peer support networks for care partners of people with serious illness, and such networks typically contain a platform to exchange information and provide peer support [5].
JMIR Form Res 2025;9:e70206
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The majority of the sample identified as White (67% [n=29]), with 2 individuals identifying as Hispanic or Latino, 4 individuals identifying as Black or African American, and 1 individual identifying as Asian. Twenty-three individuals had a MDD and were recruited from outpatient psychiatry services at Boston Children’s Hospital.
JMIR Form Res 2025;9:e66187
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PGS is often conducted on a large scale, targeting asymptomatic individuals as part of public health initiatives. As a result, the communication typically emphasizes general risk awareness, with initial results disclosure indicating increased risk rather than confirming a diagnosis.
JMIR Cancer 2025;11:e65848
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However, CDD has a distinct genetic cause and symptom profile, as severe developmental delay is exhibited from birth and seizure onset occurs earlier, and it was thus established as a separate clinical condition in 2013 [3-5]. CDD is caused by pathogenic variants in the X-linked gene CDKL5, which plays a key role in normal brain development and function [6].
JMIR Form Res 2025;9:e72489
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