Treatment of migraine in the emergency department
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
Abstract Migraine is defined as a severe, episodic, unilateral, throbbing headache accompanied by nausea, photophobia, visual symptoms, and neurological manifestations. The goal of acute migraine treatment is to ensure a prompt cessation of pain and associated symptoms and resumption of normal activity. Additional considerations include minimizing adverse effects and cost of therapy. As for all neurological patients, a careful history is the first and most critical step in diagnosis and management. For many years, NSAIDs and dihydroergotamine were the main medications used to treat migraine in the emergency setting. In 1993, sumatriptan was introduced as an effective medication to treat migraine. Since then a generation of medications mechanistically similar to sumatriptan have been introduced that show notable benefits in the treatment of migraine. Over the years, other treatments have been introduced including dexamethasone, magnesium, and metoclopramide. In this article, we review the best evidence regarding the acute treatment of migraine, describing major advances and the conventional drugs that remain as effective treatments. Drug Dev Res 68:360–368, 2007. © 2007 Wiley‐Liss, Inc.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 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) | 0.000 | 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