INTENSE PULSED LIGHT (IPL) TREATMENT FOR DUPILUMAB INDUCED OCULAR SURFACE DISEASE (DIOSD)
Bibliographic record
Abstract
PurposeTo report a case of dupilumab induced ocular surface disease (DIOSD) managed with intense pulsed light (IPL) as an effective adjunct therapy to topical steroids and topical immunomodulator lifitegrast.MethodsDiscussion of a patient’s case with accompanying anterior segment and meibography photos with diagnosed DIOSD for which adjunct therapy with IPL was an effective treatment after limited relief from and difficulty with adherence to traditional treatment with topical steroids and lifitegrast ophthalmic solutions. ConclusionThis case demonstrates the complexity of management required to treat patients with DIOSD and its chronic nature. IPL as a nonpharmaceutical adjunct therapy to topical steroids and immunomodulators in the treatment of DIOSD showed improved signs and symptoms of DIOSD.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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".