Modified Full-Thickness Blepharotomy for Treatment of Thyroid Eye Disease
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: Upper eyelid retraction is the most common sign of thyroid eye disease (TED). The results of traditional surgical procedures to correct upper eyelid retraction have been limited by unreliable postoperative eyelid height and contour. We investigate the outcome of the surgical correction of upper eyelid retraction using a modification of the full-thickness blepharotomy technique initially described by Elner et al. METHODS: Fifty-three patients (78 eyelids) underwent a modified full-thickness blepharotomy. RESULTS: Symmetry (within 1 mm) was achieved in 40 patients (75.5%) and symmetry (within 2 mm) was achieved in 43 cases (81.1%). Of the 53 patients, 8 (15.1%) required reoperation. CONCLUSIONS: Our surgical approach can be performed efficiently and produces predictably satisfactory eyelid height even in severely retracted eyelids.
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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 | 0.000 | 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) | 0.000 | 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