Characteristics of post‐traumatic headaches in children following mild traumatic brain injury and their response to treatment: a prospective cohort
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
AIM: Post-traumatic headaches (PTHs) following mild traumatic brain injury (mTBI) are common; however, few studies have examined the characteristics of PTHs or their response to treatment. The aims of this study were (1) to describe the clinical characteristics of PTH in a prospective cohort of children presenting to a paediatric emergency department with mTBI, and (2) to evaluate the response of PTH to treatment. METHOD: The emergency department cohort was obtained from a prospective longitudinal cohort study of symptoms following mTBI (n=670; 385 males, 285 females) and a comparison group of children with extracranial injury (n=120; 61 males, 59 females). A retrospective chart review of a separate cohort of children from a brain injury clinic (the treatment cohort) treated for PTH was performed (n=44; 29 females, 15 males; mean age 14 y 1 mo, SD 3 y 1 mo). The median time since injury was 6.9 months (range 1-29 mo). The mean follow-up interval after treatment started was 5.5 weeks (SD 4.3 wks). RESULTS: Among the emergency department cohort (n=39; 20 males, 19 females; mean age 11 y 1 mo, SD 4 y 3 mo) 11% of children were symptomatic with PTHs at a mean of 15.8 days (SD 11.6d) post injury. Three months post injury, 7.8% of children complained of headaches; of those, 56% had pre-existing headaches and 18% had experienced migraine before the injury. Although headache type varied, 55% met the criteria for migraine. A family or past medical history of migraine was present in 82% of cases. Among the treatment cohort, medications included amitriptyline, flunarizine, topiramate, and melatonin, with an overall response rate of 64%. CONCLUSION: This is the first prospective cohort study to describe the clinical characteristics of PTHs following mTBI in children. Migraine was the most common headache type seen; other headaches included tension-type, cervicogenic, and occipital neuralgias, and 64% responded to treatment. Referral to a headache specialist should be considered, especially when the features are not typical of one of the primary headache disorders.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| 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