Pediatric subcutaneous nasal glial heterotopia
Bibliographic record
Abstract
Background: Nasal glial heterotopias (NGHs) are benign lesions diagnosed at birth that are treated with complete surgical excision and have a low recurrence rate. The impact of the timing of resection on the patients' outcome remains unclear. Case Description: We report a case of pediatric midline subcutaneous extranasal glial heterotopia over the nasal bridge in a 4-day-old female newborn. At the age of 6 months, she underwent a complete surgical excision. Follow-up magnetic resonance imaging at 3 years showed no evidence of recurrence. A summary of the 19 published cases of the specific entity of purely subcutaneous extranasal glial heterotopia among the pediatrics age group in the literature is presented, and the timing of surgery in relation to outcome is discussed. Conclusion: Our review revealed that surgery for NGH can be safely performed when the child is 6-12 months old, and the child should be followed probably until school age.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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".