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Response options for all items ranged from 1=strongly disagree to 6=strongly agree.
b GPT: generative pretrained transformer.
c This contrast was selected for reporting post hoc, after the omnibus test across all human clinician personas revealed statistically significant differences (P≤.03) for all outcomes except feedback.
J Med Internet Res 2025;27:e68486
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Other criteria include fluency in French or bilingualism in French at home, at least 3 years of schooling in France, and access to a tablet or smartphone at home. In addition, participants must be affiliated with the French National Insurance system, and both the child and their legal guardians must provide informed consent and agree to follow the study protocol. Only one child per family will be enrolled.
JMIR Res Protoc 2025;14:e71326
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Results indicated that 282 participants after attrition would be needed for 80% power (P
With regard to power for moderation analyses, we ran a sensitivity analysis to compute the smallest effect size our study would be powered to find using 280 given 4 groups (eg, 2 study arms × 2 genders). With N=280, G*Power calculations [63] show our study would have a 95% chance (with P
Patients will complete surveys at baseline, 6, 12, and 18 months.
JMIR Res Protoc 2025;14:e64449
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Studies have repeatedly noted that delay and deficiency in diagnosis disproportionately impacts individuals from historically minoritized racial and ethnic groups as well as those from socioeconomically disadvantaged backgrounds [3-12]; for example, a recent nationally representative study found that a higher proportion of non-Hispanic Black and Hispanic individuals had a missed or delayed clinical dementia diagnosis compared to non-Hispanic White individuals (46% and 54% vs 41%; P
Experts recommend robust,
JMIR Res Protoc 2025;14:e60471
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No significant differences were observed between the groups at baseline (P=.81) or follow-up (P=.64), and no significant within-group changes were observed over time (control: P=.52 and intervention: P=.07; Figure 5). The overall scale had excellent internal consistency, with Cronbach α=0.95 at baseline and Cronbach α=0.98 at follow-up [52].
JMIR Form Res 2025;9:e67997
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Statistical significance was defined as P
Of the 3684 participants screened for eligibility, 633 participants were excluded (346 declined participation and 287 did not meet eligibility criteria; Figure 2). The program started with 3051 participants, of which 2367 participants completed it, translating into a completion rate of 77.6%.
Study flowchart.
JMIR Mhealth Uhealth 2025;13:e68242
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Analysis using Cramér V indicated a moderate association between the perception of agreeableness and difficulty for each task (χ24=16.5; P=.002; V=0.37, 95% CI 0.28-0.54). Further examination of the frequency distribution indicated that as tasks were perceived as more difficult, participants found them less agreeable. Figure 4 displays the difficulty (Figure 4 A) and agreeableness (Figure 4 B) perception by task.
Agreeableness and difficulty perception by task.
JMIR Serious Games 2025;13:e66167
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Inclusion criteria are (1) being a student at the University of Bordeaux, (2) being aged ≥18 years, (3) understanding, speaking, and writing French, and (4) having given the electronic consent to be enrolled in the study. We consider that students have a sufficient level of computer literacy for playing the game as only few basic skills are required: knowing how to navigate the web, keyboarding, and typing.
JMIR Res Protoc 2025;14:e64068
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To address these concerns, the Canadian consortium—which is composed of Santé Monde, the Cégep de Saint Jérôme and the Centre interdisciplinaire de développement international en santé from University of Sherbrooke and funded by Global Affairs Canada—has implemented the Local Teaching Communities for Healthy Women and Girls (Communautés locales d’enseignement pour les femmes et les filles en santé [CLEFS; French]) project.
JMIR Res Protoc 2025;14:e64796
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