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An initial CLIQ framework was developed through a systematic review and qualitative synthesis of existing information quality frameworks for DHTs [11]. A CLIQ assessment questionnaire was then developed based on the CLIQ framework and further evidence from literature [21]. The questionnaire offers a pragmatic approach to assessing clinical information in DHTs based on relatable clinical scenarios.
JMIR Med Inform 2025;13:e58125
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Suicide is a common cause of premature mortality among people living with schizophrenia [3,4] and a recent systematic review has reported a point prevalence of nearly 30% of SIs in people with schizophrenia [5].
Most of the empirical research on the risks of suicidality includes cross-sectional or retrospective studies that distinguish the characteristics between people who experience SIs or suicidal behavior, and those who do not [6-8].
JMIR Form Res 2025;9:e67745
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Due to potential limited computing infrastructures available to generate real-time predictions based on ML algorithms (eg, random forest) in some clinical settings, we also implemented a simplified version of the prediction approach described above in which we restricted the library of candidate predictors to a main-term logistic regression using training data pooled across all 8 quarters. This is equivalent to a classical discrete-time survival model with a logit link function [36].
JMIR Diabetes 2025;10:e60141
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UTIs represent a substantial burden on health care systems due to frequent emergency department visits and the complexities of managing recurrent cases. Among individuals with spinal cord injury or disease (SCI/D), including multiple sclerosis and spina bifida, the burden of UTIs is more pronounced, with nearly 60% experiencing recurrent UTIs each year—a rate 30 times higher than that of the general population [2,3].
JMIR Rehabil Assist Technol 2025;12:e70339
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Upon completion of the technical pilot at month 2, participants were asked to complete a brief web-based survey to assess preliminary usability and acceptability of the app using the System Usability Scale (SUS), a validated tool assessing various domains of the app with demonstrated high internal consistency across several studies [29]. The SUS is a 10-item scale that measures a system’s usability on a scale of 0 to 100.
JMIR Hum Factors 2025;12:e62830
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By using a 95% confidence level and a 5% margin error, the sample should have been 385. Accounting for potential nonresponse, our target sample size in phase II was 400 participants.
We recruited participants through the local study partners (see the Study Team and Cooperation section).
We used a multistage approach to select primary health care facilities in the country.
JMIR Res Protoc 2025;14:e62929
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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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A high-level overview of the campaign framework. Key foundational competencies directly enable the identification, delivery, and evaluation of an informatics-based, readmission avoidance educational messaging campaign for Medicare members of a large national payer. Potential members are identified through rule-based logic that is highly dependent on a rich and diverse data foundation.
JMIR Hum Factors 2025;12:e63841
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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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