Occipital Nerve Blocks for Pediatric Posttraumatic Headache
Bibliographic record
Abstract
Posttraumatic headache is one of the most common and disabling symptoms after traumatic brain injury. However, evidence for treating posttraumatic headache is sparse, especially in the pediatric literature. This retrospective chart review evaluated the use of occipital nerve blocks in adolescents treated for posttraumatic headache following mild traumatic brain injury, presenting to the Complex Concussion and Traumatic Brain Injury clinic. Fifteen patients (mean age 15.47; range: 13-17) received occipital nerve block for posttraumatic headache. Follow-up was obtained in 14 patients at 5.57 (standard deviation = 3.52) months postinjury. The headache burden was high, with all except one having headaches 15 or more days per month (median 30, range 10-30). Sixty-four percent reported long-term response to the occipital nerve blocks, with associated improved quality of life and decreased postconcussion symptom scores (P < .05). One patient reported transient allopecia. Occipital nerve blocks are well tolerated and can be helpful in posttraumatic headache.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".