Incidence of Bacterial and Nonbacterial Conjunctivitis in Patients With Atopic Dermatitis Treated With Dupilumab: A US Multidatabase Cohort Study
Bibliographic record
Abstract
BACKGROUND: Dupilumab-associated conjunctivitis in patients with atopic dermatitis (AD) is not fully characterized. OBJECTIVE: The aim of the study was to characterize the incidence of bacterial and nonbacterial conjunctivitis among patients with AD who initiated dupilumab. METHODS: Pooling longitudinal claims data from 2 US databases, we identified AD patients who newly filled either dupilumab or methotrexate, mycophenolate or cyclosporine, between March 2017 and January 2020. Outcomes were conjunctivitis and its subtypes, bacterial, allergic, and keratoconjunctivitis. Patient follow-up lasted 6 months and 1:1 propensity score (PS) matching-controlled confounding. RESULTS: Within 6 months of treatment initiation, the incidence of conjunctivitis was 6.6% in 3744 dupilumab initiators; bacterial conjunctivitis, 1.5%; allergic conjunctivitis, 2.2%; keratoconjunctivitis, 0.8%; and conjunctivitis requiring ophthalmic medication, 2.7%. After PS matching, dupilumab doubled the risk of conjunctivitis compared with methotrexate (relative risk [RR] 2.12; 1.56-2.91), mycophenolate (RR = 2.43; 1.32-4.47), or cyclosporine (RR = 1.83; 1.05-3.20). Risk of bacterial conjunctivitis was 1.6- to 4.0-fold increased with wide confidence intervals, and allergic conjunctivitis was increased 2.7- to 7-fold. There was no increased risk of keratoconjunctivitis. Patients with comorbid asthma had a further increased risk of conjunctivitis. CONCLUSIONS: One in 15 patients treated with dupilumab developed conjunctivitis driven by bacterial and allergic conjunctivitis and not keratoconjunctivitis. This risk was further increased with comorbid asthma.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Cohort study of conjunctivitis incidence with dupilumab; a drug-safety question.
The cohort study estimates conjunctivitis risk from a treatment and does not study research itself.
Pharmacoepidemiology of dupilumab-associated conjunctivitis; clinical safety, not research practice.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".