Treatment of Pediatric Status Migrainosus
Bibliographic record
Abstract
The impact of treatment given upon discharge on the "bounce back" rate was ascertained in children presenting at the emergency department for treatment of status migrainosus. All children ages 8 to 17 years old presenting to an emergency department in 2008 who were treated for status migrainosus and discharged home were included. Of the total of 187 patients, 21 patients (11.2%) bounced back. Treatment given was not associated with the bounce back rate. The only factors reaching significance were the presence of a migraine equivalent in 28.6% of patients who bounced back as compared with only 6.7% in patients without recurrence (P = .006); brain imaging study in the emergency department (52.4% vs. 16.9%, P = .001); and an arranged physician follow-up (66.6% vs. 36.3%, P = .01). The results appear to suggest that no current treatment given to children presenting to the emergency department with status migrainosus seems to alter the immediate recurrence rate.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".