Ocular Surface Disease in Sjögren's Syndrome: Management in a Scleral Lens Clinical Practice
Bibliographic record
Abstract
Sjögren’s syndrome is a chronic, autoimmune, systemic disease characterized by lymphocytic infiltration and malfunction of the exocrine glands, primarily the lacrimal and salivary glands, resulting in predominant symptoms of dry eye and dry mouth. Sjögren’s syndrome is a highly prevalent condition and is one of the most common systemic, rheumatic, autoimmune diseases, affecting up to 1.4% of adults in the United States, second only to rheumatoid arthritis in its prevalence in North America. Primary Sjögren’s syndrome has shown to affect patients’ health-related quality-of-life due to dryness, chronic pain, depression, anxiety,physical and mental fatigue, and neuropsychiatric symptoms.
 Scleral lenses (SLs) have shown to be significantly beneficial in relieving symptoms and improvingquality-of-life in patients with Sjögren’s syndrome and dry eye disease. SLs may be used concurrently with the other therapies including ocular lubricants, eyelid hygiene, punctal occlusion, topical prescription medications, and autologous serum.
 This manuscript reviews the implication of Sjögren’s syndrome on the ocular surface and quality-of-life and describes how SLs, in combination with other treatments, may be beneficial.
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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 | 0.007 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".