Sudden Onset of Severe Cervical Pain in an Adolescent Girl
Bibliographic record
Abstract
A previously healthy 13-year-old girl presented with a 9-day history of acute onset severe neck pain associated with limited range of movement. Medical evaluation at day 2 was suggestive of muscle contracture, and she was discharged home with diazepam, antiinflammatory agents, and rest; however, she returned because of progressive clinical worsening with left arm distal paresthesia and paralysis since day 3. There was no history of trauma or other systemic complaints, and her familial medical history was unremarkable.Physical examination revealed left cervical and paravertebral tenderness on palpation with severe limitation of cervical and trunk movements; neurologic examination revealed left forearm and hand weakness and paralysis (grade II/V) with thenarhypothenar atrophy. Laboratory studies including coagulation profile were normal. Magnetic resonance imaging revealed an epidural hematoma from C4-T1 without underlying cause apparent on magnetic resonance angiography. On day 12, she underwent C3-7 laminotomy with laminoplasty and complete drainage of the hematoma. After 5 months of follow-up, she displays no neurological deficits. The spontaneous spinal epidural hematoma is a rare neurosurgical emergency in children. It usually presents acutely with neurologic deficits, but the initial presentation may be atypical or insidious, delaying diagnosis and intervention. Definitive diagnosis is made by magnetic resonance imaging and implies a high index of suspicion. Surgical drainage of the hematoma is the mainstay of treatment with favorable prognosis even in cases with a delayed diagnosis.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| 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".