Vitrectomy for Dense Vitreous Hemorrhage in Infancy
Why this work is in the frame
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Bibliographic record
Abstract
PURPOSE: To report clinical data, including etiology and visual outcome, in newborns requiring vitrectomy for dense vitreous hemorrhage. METHODS: In this retrospective case series, we surveyed subscribers to the American Association for Pediatric Ophthalmology and Strabismus ListServe regarding patients under their care. RESULTS: A total of 28 eyes of 21 patients were included. Most common etiologies were thrombocytopenia, shaken baby syndrome, and birth trauma. In 9 cases (12 eyes), the vitreous hemorrhage was idiopathic. Mean time between diagnosis and surgery was 1.4 months. Complications included strabismus, cataract, glaucoma, high myopia, and retinal detachment. Recognition visual acuities were available for 8 eyes: 20/25 (2 eyes), 20/30, 20/40 (2 eyes), 20/60 (2 eyes), and 20/100. One eye had no light perception. CONCLUSIONS: The etiologies encountered in our patients were similar to those reported previously. Visual outcomes were much worse in cases with retinal complications. Other patients had better visual outcomes. Despite potential surgical and postoperative complications, this series demonstrates favorable visual outcomes can be achieved following early vitrectomy in this setting.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it