Differential Diagnosis of Corneal Manifestations in Hypovitaminosis and Retinitis Pigmentosa
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
Purpose: To report on the diagnostic and therapeutic approach in a patient with retinitis pigmentosa (RP), hypovitaminoses, and bilateral corneal involvement. Case Report: A 62-year-old woman, diagnosed with RP, presented with photophobia, sudden bilateral visual decline, and known long-term night blindness. Ophthalmic examination showed corneal perforation in the right eye, corneal ulcer in the left eye, and bilateral corneal hypoesthesia. She had undergone bariatric surgery and recently suspended vitamin supplementation. Blood tests revealed hypovitaminoses A, D, D3, and E. The patient underwent tectonic keratoplasty in the right eye and received topical therapy in the left eye, and then restarted vitamin supplementation as recommended by the nutritionist. Significant functional recovery was documented in both eyes at 1-, 3-, and 10-month follow-ups. Conclusion: The case highlights the importance of an integrative approach that includes comprehensive history taking, targeted laboratory work-up, as well as accurate differential diagnosis, especially given the potential multifactorality of ocular symptoms and signs.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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