Migraine treatment strategies: the global Migraine And Zolmitriptan Evaluation (MAZE) survey – phase IV*
Bibliographic record
Abstract
OBJECTIVE: To determine which medications UK migraineurs have access to and assess the usage of these products in a 'real-life' setting. RESEARCH DESIGN AND METHODS: Data were collected using an online questionnaire, which subjects were directed to by advertisements in pharmacies, a UK national newspaper, on the internet and information on the Migraine Action Association website and newsletters. Respondents were eligible for inclusion if attacks fulfilled International Headache Society criteria for migraine and/or if previously diagnosed by a physician as having migraine. MAIN OUTCOME MEASURES: Respondents were asked to specify which products had been prescribed or purchased for migraine treatment. The pattern of use of these products was determined, including the reasons why respondents chose particular products to treat attacks. RESULTS: Of 3072 eligible respondents, the majority had purchased a variety of over-the-counter (OTC) medicines for treatment of attacks. Eighty-seven per cent had been diagnosed by a physician and were prescribed multiple products (average 1.68); 45% received triptans, but 26% were still prescribed products that were also available OTC. Over half (52%) of respondents initially used an OTC medicine to treat the last migraine attack. However, 73% required a second dose/product, mainly as a result of lack of efficacy of the first dose/product. Respondents using triptans were less likely to require a second dose/product than those not using triptans (52% vs. 78%, respectively). The two main reasons for choosing a triptan to treat an attack were the need for quick control and the severity of the attack. Satisfaction with regard to migraine medication was higher among triptan-users than nontriptan users. CONCLUSIONS: Medicines that are available OTC are often used as first-line therapy for migraine despite many migraineurs having access to prescription therapies such as triptans. Many migraineurs require a second dose/product, possibly indicating sub-optimal treatment efficacy. Physicians should consider the range of migraine-specific treatments available, including triptans, in order to develop a treatment plan that is based on the patient's needs and preferences.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 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".