Orbital Teratoma: Case Report and Management Review
Bibliographic record
Abstract
Orbital teratoma is a rare, vision-threatening, congenital neoplasm derived from all germ cell layers. The management of orbital teratoma is uncertain because of its rarity and variable severity. We present a case with complete tumor excision with preservation of vision and cosmesis. A 4-day-old female presented with progressive proptosis of the OD. She was born term following an uneventful pregnancy and delivery. MRI of the orbits showed a large right-sided mass centered within the intraconal space with heterogeneous signal intensity characteristics consistent with a teratoma. She underwent a right posterior orbitotomy. The tumor was wrapped around the optic nerve but was gradually separated from it and all other normal structures and delivered intact. Histology was compatible with an immature teratoma without evidence of malignancy. The patient is now 6 months old, visually attentive with no evidence of optic neuropathy, and has essentially normal appearance.
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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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.009 | 0.005 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".