Development of Macular Hole in the Early Postoperative Period Following Pneumatic Retinopexy
Bibliographic record
Abstract
<P> Pneumatic retinopexy is a minimally invasive procedure used to repair uncomplicated superior rhegmatogenous retinal detachments. Macular holes have been reported in only 6 cases as a rare sequel to this procedure. The development of macular hole in a patient in the early perioperative period following pneumatic retinopexy is described. [<CITE>Ophthalmic Surg Lasers Imaging</CITE> 2006;37:481-483.]</P> <H4>AUTHORS</H4> <P>From the Ivey Eye Institute, London, Ontario, Canada. </P> <P>Accepted for publication September 26, 2005. </P> <P>Address reprint requests to Tom G. Sheidow, MD, Ivey Eye Institute, 750 Commissioners’ Road East, London, Ontario N6A 4G5, Canada. </P>
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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 | 0.002 | 0.000 |
| 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".