Acute treatment and prevention of menstrually related migraine headache
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
Menstrually related migraine (MRM) headache is common in women and associated with substantial disability. Compared to nonmenstrual migraine, MRM attacks are more severe, longer in duration, and have a poorer response to analgesics. The purpose of this guideline is to provide a systematic review and meta-analysis of the existing therapy trials for MRM and evidence-based recommendations for acute and short-term preventive treatment of MRM headache. Prospective, double-blind, randomized controlled trials of any pharmacologic agent for the symptomatic relief or prevention of MRM headache were included in the guideline. The main outcomes considered were the pain response and pain-free response at 2 hours for acute treatment trials, and the incidence of MRM or the number of days on which MRM attacks occurred for short-term prevention trials. Nineteen trials were included in the analysis. The US Preventive Services Task Force quality criteria were used to assess trial quality and to grade recommendations. Based on the evidence, grade B recommendations can be made for the use of sumatriptan 50 and 100 mg, mefenamic acid 500 mg, and rizatriptan 10 mg for the acute treatment of MRM. For the preventive treatment of MRM, there are grade B recommendations for the perimenstrual use of transcutaneous estrogen 1.5 mg, frovatriptan 2.5 mg twice daily, and naratriptan 1 mg twice daily. Choosing among treatment strategies must be based on clinical considerations. GLOSSARY: AAN = American Academy of Neurology; AE = adverse event; AHS = American Headache Society; ANA = American Neurological Association; ARR = absolute risk reduction; IHS = International Headache Society; ITT = intent-to-treat; MAOI = monoamine oxidase inhibitor; MC = menstrual cycles; MRM = menstrually related migraine; PMM = pure menstrual migraine; RCT = randomized controlled trial; RD = risk differences; USPSTF = US Preventive Services Task Force.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 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