Digital Ocular Massage for Hypertensive Phase After Ahmed Valve Surgery
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Bibliographic record
Abstract
PURPOSE: To examine the role of ocular massage during the hypertensive phase after Ahmed valve surgery METHODS: Nonrandomized prospective study. RESULTS: Eighteen patients with intraocular pressure (IOP) above target 1 to 8 weeks after Ahmed glaucoma drainage device surgery underwent digital ocular massage. The mean IOP 1 hour after massage was 4.3 mm Hg lower than before massage (18.8%, P=0.0008). We used a 20% reduction in IOP at 1-hour postmassage to differentiate responders from nonresponders and by this definition 50% responded to ocular massage. One patient (5.6%) responded well but was unable to perform massage at home. The remaining 8 patients (44.4%) performed regular digital massage and the 20% drop in IOP was maintained at the 2-week, 6-week, and 6-month review, although by 6 months 50% required glaucoma drops to achieve target IOP. There were no massage-associated complications in this series. CONCLUSIONS: Digital ocular massage has a useful role to play in the management of the hypertensive phase after Ahmed glaucoma drainage device surgery. In this series 50% of patients achieved a 20% drop in IOP with massage.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| 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) | 0.001 | 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 it