Pediatric abdominal migraine as a recurrent emergency department presentation: a case report
Bibliographic record
Abstract
Pediatric functional abdominal disorders are some of the most commonly encountered disorders in childhood, and a recurrent presentation in the emergency department. Distinguishing functional disorders from organic causes is crucial to safe patient care and to identify optimal treatment strategies. We present a case of a 9-year-old boy with recurrent presentations of diffuse abdominal pain associated with nausea, recurrent vomiting and headache. He had no red flag symptoms, and his mother had a history of migraine headaches. Emergency department investigations demonstrated normal bloodwork, with ultrasound demonstrating only trace small volume deep pelvic ascites of unknown etiology. He was subsequently diagnosed with pediatric abdominal migraine, and counselled on the cornerstones of nonpharmacologic management. This case highlights the importance of assessing for red flags of abdominal pain and using strict diagnostic criteria when considering functional abdominal disorders in childhood.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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) | 0.003 | 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".