Ultrasound guided transversus abdominis plane block in infants, children and adolescents: a simple procedural guidance for their performance
Why this work is in the frame
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Bibliographic record
Abstract
The transversus abdominis plane block (TAP) has been described recently for pain management following abdominal surgery. Although many techniques have been described using anatomical landmarks, a simple ultrasound (US) guidance technique for the block has not been described in children. An article published by Hebbard and colleagues on the use of US-guidance for TAP blocks described the technique with the probe positioned at the midaxillary line with a needle insertion that is located further medial on the abdominal wall. This technique, although feasible in adults is not possible in children due to the need for obtaining a more thorough spread of the local anesthetic solution. We describe in this article, a user-friendly approach to the placement of a TAP block in infants, children and adolescents. Further pharmacokinetic data has to be obtained for actual dosing for these blocks in infants and children.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 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) | 0.000 | 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