A presentation of aids-related ophthalmic disease in a severely immunocompromised patient
Bibliographic record
Abstract
Background: Human immunodeficiency virus (HIV) retinopathy is the most common ocular manifestation of the acquired immunodeficiency syndrome (AIDS), serving as an important marker for patients with significantly compromised immune status who are at risk for developing severe and visionthreatening ocular opportunistic infections. This case report describes a presentation of HIV retinopathy and cytomegalovirus (CMV) retinitis, and reviews the current management options. Case Report: A 40-year-old black male presented for a comprehensive eye exam to rule out HIV-related ophthalmic disease. At his initial visit, a dilated fundus examination revealed HIV retinopathy of the left eye. Upon subsequent examinations and as his immune status diminished, the patient developed CMV retinitis of the right eye. The patient was treated successfully with a course of highly active antiretroviral therapy (HAART) and oral valgancyclovir. Conclusion: CMV retinitis is the most common ocular opportunistic infection associated with AIDS. Treatment with systemic HAART and concomitant anti-CMV therapy leads to reconstitution of the immune system and regression of the retinitis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".