Initial anterior uveitis event associated with recent novel SARS-CoV-2 (COVID-19) infection in the setting of HLA-B27
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 describe an atypical ocular manifestation following SARS-CoV-2 infection. Observations: A 27-year old previously healthy male with no past ocular history presented with pain, photophobia and red eye in his left eye (OS). His only notable mention on review of systems was a positive SARS-CoV-2 infection three weeks prior. Slit lamp examination demonstrated fine inferior keratic precipitates (KPs) in the inferior cornea and 3+ anterior chamber cells OS. There was no vitritis or chorioretinal lesions. The patient was diagnosed with his first event of acute anterior uveitis. Standard ocular inflammatory panel returned positive for HLA-B27. The postulated mechanism of initial anterior uveitis attack in the setting of COVID-19 infection was dysregulation of inflammatory cells and mediators in a patient with baseline elevated risk for ocular inflammation. Conclusions and Importance: It is crucial to investigate patients for HLA-B27 following initial anterior uveitis event if infected by SARS-CoV-2, as patients with HLA-B27 are at baseline higher risk of ocular inflammatory dysregulation.
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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 | 0.002 | 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 | 0.001 |
| 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