FLUID–FLUID EXCHANGE AND EXTERNAL NEEDLE DRAINAGE WITH MINIMAL GAS VITRECTOMY ASSOCIATED WITH RETINAL DISPLACEMENT
Bibliographic record
Abstract
PURPOSE: To determine whether fluid-fluid exchange (endodrainage) or external needle drainage can result in retinal displacement following minimal gas vitrectomy (MGV) with no fluid-air exchange for rhegmatogenous retinal detachment repair. METHODS: Two patients with macula-off rhegmatogenous retinal detachment underwent MGV with and without segmental buckle. First case had MGV with segmental buckle (MGV-SB), along with endodrainage, whereas the second case had MGV only with external fluid drainage. At the completion of surgery, the patient was immediately log rolled to face down for 6 hours followed by positioning to the break. RESULTS: Both patients achieved retinal reattachment, and postoperative widefield fundus autofluorescence imaging demonstrated a low-integrity retinal attachment with retinal displacement. CONCLUSION: Iatrogenic fluid drainage techniques, such as fluid-fluid exchange or external needle drainage during MGV (without fluid-air exchange), may result in retinal displacement. Allowing the retinal pigment epithelial pump to reabsorb the fluid naturally may reduce the risk of retinal displacement.
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How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".