Mechanical sensitivity in migraine patients during attack, remission, and pain-free periods:A preliminary study
Bibliographic record
Abstract
Abstract Background/aims Data on mechanical sensitivity and cutaneous allodynia in different types and phases of migraine headaches are limited. Existence and pattern of such symptoms may advance the understanding of neurophysiological mechanisms, assist clinical evaluation of the patients, and further improve management. Hence, in a large controlled study on migraine patients, mechanical sensitivity and cutaneous allodynia were assessed together with clinical markers. Methods Sensitivity to mechanical stimuli was measured in migraine patients during attack (within 2 h of headache onset), within remission phase (48–72 h after headache onset), and in pain-free periods (>5 days pain-free) in comparison with sex-and age-matched healthy controls. Pin-prick stimulation was performed in the temple region in the pain-referred side using weight-calibrated pins (8, 16, 32, 64, 128, 256 mN) in a randomized order (3 stimuli lasting 2 s), with the patient rating the sensation on a 10-point numerical scale. Pressure Pain Threshold (PPT) was assessed using a handheld algometer (1 cm 2 rubber probe) over the anterior aspect of the temporal muscle (30 kPa/s, 3 times). Results Preliminary analysis revealed increased mechanical sensitivity to Pin-prick during all phases in migraine patients ( n = 4) compared to healthy controls ( n = 5), and likewise increased during attack and remission phases compared to pain-free periods within patients. PPT, assessing mainly muscle nociception, showed a tendency to decline during attack and remission phases (89 ± 13% and 82 ± 6%, respectively) compared to pain-free periods, with even higher sensitivity during attack and remission phases (80 ± 12% and 75 ± 11.1%, respectively) compared to healthy controls. Conclusions The current preliminary observed tendencies imply the presence of mechanical hypersensitivity in migraine patients with a notable change during attack and remission phases. This study is ongoing and no firm conclusion can be stated. In addition, alteration of mechanical sensitivity in different phases will be correlated to objective assessments of biological markers in serum specimens of the study population.
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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 | 0.003 |
| 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".