Ultrasound-Guided Forearm Nerve Blocks in Kids
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVES: Ultrasound-guided forearm nerve blocks have been shown to safely reduce pain for emergency procedures in the adult emergency department (ED). Although ultrasonography is widely used for forearm nerve blocks in the adult ED and in the pediatric operating room, no study to date has examined its use in the pediatric emergency setting. METHODS: We conducted a prospective nonblinded descriptive study of ultrasound-guided ulnar, median, and radial nerve blocks in a convenience sample of pediatric patients with hand injuries requiring procedural intervention who presented to a freestanding pediatric ED. RESULTS: The mean initial pain score for the sample was 5.8, and the mean postprocedure score was 0.8, with a mean on the 10-point visual pain scale of 5 (interquartile range [IQR], 3-6; P = 0.04). Seven patients reported complete resolution of their pain that was signified by a score of 0. The mean time to completion for ulnar nerve block was 79 seconds (IQR, 67-103 seconds). The mean time to completion for median nerve block was 76 seconds (IQR, 70-112 seconds). The mean time to completion for radial nerve block was 69 seconds (IQR, 60-100 seconds). No immediate complications, including vascular puncture, carpal tunnel injury, or direct nerve injection, were noted during the study. At 1-year follow-up, no adverse effects were reported. CONCLUSIONS: Ultrasound-guided forearm nerve blocks are effective for pediatric patients in the ED. The procedure provides effective analgesia and facilitates care while minimizing iatrogenic risk.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it