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Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study
J Med Internet Res 2025;27:e64160
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Reference 96: Creating a healthy workplace culture using an appreciative inquiry 4-D cycle
JMIR Aging 2025;8:e67122
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Multidisciplinary Oncology Education Among Postgraduate Trainees: Systematic Review
JMIR Med Educ 2025;11:e63655
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We then calculated response consistency using the variance of these frequency distributions:
For example, if the model answered “A” consistently across multiple trials, this would yield a frequency distribution of {A: 1, B: 0, C: 0, D: 0, E: 0} and a variance of 0.2. In contrast, if the model answered “A, A, B, B, C, C, D, D, E, E,” this would yield a frequency distribution of {A: 0.2, B: 0.2, C: 0.2, D: 0.2, E: 0.2} and a variance of 0.
J Med Internet Res 2025;27:e69910
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Clinical effectiveness was quantified by calculating the change in anxiety symptoms, measured using the GAD-7, from baseline to final score, and estimating a within-participant effect size (Cohen d). A negative mean change denotes a reduction in GAD-7 total scores. Absolute Cohen d values are presented. The threshold for a clinically meaningful reduction in symptoms was defined as a change greater than the reliable change index of the GAD-7 scale (minimum of a 4-point reduction) [54].
J Med Internet Res 2025;27:e69351
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