Ovarian Torsion in a Pediatric Patient
Bibliographic record
Abstract
A previously healthy 10-year-old girl presented to the emergency department with a 1-day history of abdominal pain. She was afebrile with an elevated white blood cell count and a negative pelvic ultrasound. The pain resolved while in hospital, and the patient was discharged home. The patient returned 10 days later, and the pain now migrated from the left flank to the subumbilical region. The patient now had an elevated white blood cell count and C-reactive protein. On pelvic ultrasound, the patient had a large midline mass and a normal right ovary. The patient was taken to the operating room where she was found to have a torted and necrotic left ovary and fallopian tube, which were removed. There are few instances where pediatric ovarian torsion presents as intermittent episodes of abdominal pain. Emergency physicians should always have a high index of suspicion for ovarian torsion in any case of abdominal/pelvic pain in young girls with previous negative imaging.
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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 | 0.000 | 0.000 |
| 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 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".