A Clinical Study of Migraine Evolution
Bibliographic record
Abstract
BACKGROUND: The buildup time of migraine headaches has not been well delineated in publications to date and we are aware of patients whose migraines last well over 72 hours. More concentration on these factors in the assessment of patients might lead to more appropriate therapeutic choices. METHOD: Prospective ascertainment of such data through a questionnaire completed by 253 informed and willing patients with IHS migraine with or without aura consulting Canadian headache specialists. Data were electronically sent to a central computer from each center, tabulated and analyzed using standard statistical parameters. RESULTS: In 253 patients with migraine ascertained using applied IHS criteria, nausea was a feature in over 90% of cases, especially in those with aura. This inhibited the ingestion of oral medications in about a quarter of all subjects. The time to build from no pain to moderate/severe pain was shorter in subjects with auras and was less than 2 hours in 97% of those with and 86% of those without auras. However, we also identified a group of subjects with migraine (over 10% of all) in whom the build time to maximum pain is delayed for over 2 hours. Nausea was experienced by 91.7% of subjects, slightly but significantly later in those without auras. While most headaches in each group lasted from 4 to 72 hours, 24.3% of those with and 20.6% of those without aura expected to experience pain for more than 72 hours, while in untreated cases disability due to pain, nausea, or malaise usually persisted for over 3 days in 24.3% and 16.7% of those with and without aura, respectively. One-fifth of migraineurs may be in pain and/or disabled by accompanying symptoms for over 3 days in a typical migraine attack. Over half of our subjects reported that their medications worked well or excellently. CONCLUSIONS: Attacks of migraine in real-life clinical situations vary somewhat from the IHS criteria in that they are more often associated with nausea that interferes with oral therapy; can persist for over 72 hours; may have slow (>2 hours) buildup to maximum pain in 10% of cases; and may cause disability for over 3 days. Nevertheless, current therapeutic regimens (including prescribed medications) work well for a substantial majority.
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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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 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".