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Skip search results from other journals and go to results- 89 Journal of Medical Internet Research
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Causal AI Recommendation System for Digital Mental Health: Bayesian Decision-Theoretic Analysis
Simulating an outcome given an observed baseline state is performed by setting each baseline node with the values of the observed baseline state and then simulating the follow-up state. This corresponds to doing “nothing” below, which is shorthand for simulating a follow-up state given no intervention. The interventional do-operation is used to simulate outcomes given idealized interventions.
J Med Internet Res 2025;27:e71305
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These measures allow for an objective comparison of linguistic complexity beyond readability scores.
J Med Internet Res 2025;27:e73222
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It provides researchers and data managers with an overview of the dataset, even for a single variable, at any time, allowing them to keep control over data quality. Electronic data capture also enables simultaneous data collection and management in multiple languages using a single tool and database, which is an advantage for large multi-country surveys.
J Med Internet Res 2025;27:e65377
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This allows for a tailored intervention, optimizing the support offered based on an objective analysis of user data.
Growing up in the digital era, children are inherently familiar with digital devices such as smartphones and tablets [12,13]. These tools offer an intuitive and user-friendly interface, eliminating complexities or abstract concepts and reducing potential barriers for younger users [13].
JMIR Mhealth Uhealth 2025;13:e58597
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The proposed method achieved an F1-score of 96.03%, which can significantly help classify misinformation in real time. The results also demonstrate the effectiveness of language models in distinguishing misinformation.
The main contributions of this study are threefold.
J Med Internet Res 2025;27:e73601
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These include poor dietary habits, obesity [9], and an increased risk of mental health problems (eg, depression, suicidal behavior, and substance abuse) [10-13]. Furthermore, insufficient sleep adversely affects academic performance and may lead to a need for prolonged years of study [14]. Poor sleep in college students and young adults can also contribute to long-term sleep disturbances that may persist into adulthood [15].
J Med Internet Res 2025;27:e69657
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They suggested adapting the platform to users’ needs by including an initial test to personalize content and featuring an animated character to guide users and deliver information.
JMIR Hum Factors 2025;12:e66558
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Participants were compensated with US $10 as an incentive to complete the survey.
The first item was prefaced by a statement saying that in the past few months, the GCR mailed the survivor a packet of information about a study called “Your Family Connects.” The statement explained that the packet included a US $5 bill and several pages of information about how recipients and their family could access an informational website about inherited risk for ovarian cancer.
J Med Internet Res 2025;27:e64228
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This metropolis is an ideal context for understanding situation of OHIS in western China.
The study objectives were to (1) determine the prevalence, common topics, and methods of OHIS in the Chongqing population and (2) identify the factors that influence the OHIS behaviors of this population. This research may help improve ways of promoting efficient and appropriate OHIS for users and harnessing the benefits of the internet as a source of health information.
JMIR Form Res 2025;9:e56028
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