RESCUE PNEUMATIC RETINOPEXY FOR RETINAL DETACHMENT IN VITRECTOMIZED EYES
Why this work is in the frame
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Bibliographic record
Abstract
PURPOSE: To report the visual and anatomic outcomes of pneumatic retinopexy (PnR) in vitrectomized eyes. METHODS: This was a retrospective multi-center study evaluating eyes 1) treated with PnR for rhegmatogenous retinal detachment (RRD) that 2) had a prior history of pars plana vitrectomy (PPV) for any indication. At least 3 months of follow-up was required. RESULTS: A total of 38 eyes from 38 patients met inclusion criteria. Retinal reattachment after a single PnR was achieved in 71.1% (27/38). The primary anatomic reattachment rate (PARR) was 100% (12/12) for eyes which previously underwent PPV for indications other than RRD, but lower (57.7%; 15/26) for those with a history of RRD repair (p<0.001). Median logMAR VA (Snellen equivalent) improved from 0.74 (20/110) to 0.48 (20/60) at 3 months (p=0.004), 0.44 (20/55) at 6 months (p=0.002), 0.35 (20/45) at 12 months (p=0.007), and 0.30 (20/40) at the final visit (p=0.007). CONCLUSION: PnR may be a useful and less invasive rescue technique to reattach the retina in previously vitrectomized eyes with a RRD, especially in those without prior RRD history.
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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 | 0.001 | 0.001 |
| 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