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American College of Radiology Type B bilaterally
BI-RADS (Breast Imaging Reporting and Data System) 3 on the left
BI-RADS 1 on the right.
To assess how closely the synthetic reports resemble the real reports in terms of their semantic content, we adopted a cosine similarity-based methodology: We used gte-Qwen2-1.5 B-instruct as an embedding model [37]. In detail, we sampled a stratified set of 21 real reports from the validation dataset.
J Med Internet Res 2025;27:e68427
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The primary goal of aim 1 is to identify the most effective ATS among the 4 embedded strategies (A+B, A+C, D+E, or D+F, as shown in Table 2) that leads to the greatest reduction in STB. This aim focuses on finding the best-performing ATS rather than testing a hypothesis. The sample size of 480 was found to ensure an 80% probability of correctly identifying the ATS with the lowest mean outcome, assuming that such a strategy exists.
JMIR Res Protoc 2025;14:e68441
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Consumer-Grade Neurofeedback With Mindfulness Meditation: Meta-Analysis
(B) Top-down view of the electrography electrode positions on the subject’s head according to the 10-20 system, standard for electrography recordings. The device includes two forehead electrodes (AF7 and AF8), reference electrodes at FPz, and conductive rubber ear sensors at TP9 and TP10. The FPz electrode serves as a reference point and is positioned at the midline of the forehead.
J Med Internet Res 2025;27:e68204
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Estimated with a linear probability model [27] specified with cluster-corrected standard errors (ie, persons nested in still frames), we found a positive association between people crowding and social distancing violations at a very conservative α level of .0005 (B=.009, 99.95% CI 0.009-0.010). This means that for each additional 10 people present, the likelihood of a pedestrian failing to comply with social distancing increases by 9 percentage points.
JMIR Public Health Surveill 2025;11:e50929
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