Spectral Domain Optical Coherence Tomography Findings of Retinal Macroaneurysm
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
A 47-year-old healthy male presented to the ophthalmology clinic with complaint of dry eyes. Examination revealed visual acuity 20/20 in both eyes (OU). Anterior segment examination was normal. Fundus examination and fluorescein angiogram findings were consistent with a non-ruptured macroaneurysm. Spectral domain (SD) optical coherence tomography (OCT) (Ophthalmic Technologies, Ontario, Canada) demonstrated a large 215 mu lumen with inferior hyperreflectivity at the area of hemorrhage. There was focal thickening of the retina to encompass the macroaneurysm but no associated retinal edema. The higher resolution afforded by SD OCT may allow more accurate measurement of the size of the aneurysm, making it possible to evaluate prognostically relevant characteristics of the aneurysm such as hemorrhage in the vessel wall or thrombus in the lumen. This may also allow us to possibly intervene earlier in high-risk cases. SD OCT may be of value in management of retinal macroaneurysm.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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