Emergency department management of pediatric migraine
Bibliographic record
Abstract
Migraine is a common pediatric emergency department problem. Since its pathophysiology is unclear and possibly multifactorial, a single treatment strategy is unlikely to be successful for all patients. A specific treatment that has been successful for a particular patient should be strongly considered. Otherwise, it is best to start with simple therapies such as acetaminophen, aspirin, or an NSAID if not already tried at home. For patients requiring more specific therapy, reasonable choices would be dihydroergotamine or a dopamine antagonist such as prochlorperazine. There are several newer agents studied in adults with examples being sumatriptan and naratriptan. These probably have a role in the adolescent and should be considered in the younger age group when other therapies have failed. When the headache has been prolonged, dexamethasone may be useful in decreasing inflammation and relieving pain. As illustrated in many of the above studies, monotherapy is often inadequate in achieving complete relief of headache pain in all patients. Most of the drugs discussed here address only one of the three etiologies thought to be involved in migraine pathogenesis, namely; the dopaminergic system. the serotonin system or inflammation. Presumably, therapy directed toward more than one of these etiologies at the same time may be more effective (11).
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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 teacher head, 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".