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A Bonferroni correction was applied to all P values by multiplying each P value by 4, the number of tests conducted, to correct for multiple comparisons; a P value less than .05 was considered statistically significant after correction.
Timelines of OARS use were also described for MOUD providers and case managers. All analyses were conducted in R (version 4.2.1; R Foundation for Statistical Computing). All qualitative data were analyzed using a coding reliability thematic analysis approach [16].
J Med Internet Res 2025;27:e69953
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As part of the project, a scoping review (Raszke P, unpublished data, April 2025) was conducted to collect fundamental evidence. On the basis of the results, we conducted interviews with experts to further investigate the following questions: (1) What problems and barriers hinder the integration of AI-based CDSS into health care? (2) What approaches might be used to enhance the quality of AI-based CDSS and their integration into care?
JMIR Med Inform 2025;13:e69688
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All P values for Pearson correlation coefficients
b PSS-4: Perceived Stress Scale-4.
c ACC: adversity coping capability.
d PHQ-4: Patient Health Questionnaire-4.
e Not applicable.
Figure 1 shows the distribution of perceived xingfu and happiness scores. As both perceived xingfu and happiness peaked at scores of 7 (22%) and 8 (23%); therefore, perceived xingfu ≥7 was classified as high perceived xingfu in the logistic regression model.
JMIR Form Res 2025;9:e73350
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The χ2 test for the click-through rate across all conditions yielded χ24=2156.85 (P
In the logistic regression to assess the differences in effect size of the click-through rates, Condition 2, which addressed the perceived pragmatic barriers to meditation, had the largest effect (odds ratio [OR] 1.57, 95% CI 1.52‐1.62), followed by Condition 3, which highlighted that there are benefits to meditation (OR 1.25, 95% CI 1.21‐1.29).
JMIR Ment Health 2025;12:e71732
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A P value of
In addition, interrater reliability among the 7 surgeons evaluating MRI reports was assessed using Cohen kappa statistic in an effort to quantify agreement beyond chance.
The Scripps Health Institutional Review Board approved this study with a waiver for deidentified use of patient records.
JMIR AI 2025;4:e69654
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