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Record W4283743193 · doi:10.21203/rs.3.rs-1738134/v1

Topical Immunomodulators Improve Clinical Signs of Vernal Keratoconjunctivitis and Atopic Keratoconjunctivitis: A Meta-Analysis

2022· preprint· en· W4283743193 on OpenAlexfundno aff
Nir Erdinest, Dror Ben Ephraim Noyman, N. London, Yair Morad, Nadav Levinger, David Landau, Itay Lavy, Abraham Solomon, Shehzad A. Naroo

Bibliographic record

VenueResearch Square · 2022
Typepreprint
Languageen
FieldMedicine
TopicOcular Surface and Contact Lens
Canadian institutionsnot available
FundersAzrieli Foundation
KeywordsVernal keratoconjunctivitisKeratoconjunctivitisDermatologyMedicineMeta-analysisKERATOCONJUNCTIVITIS SICCAPathology

Abstract

fetched live from OpenAlex

Abstract Objective: Topical immunomodulators cyclosporine A (CsA) and tacrolimus have been added in recent years to the armament to control severe chronic allergic ocular diseases such as atopic keratoconjunctivitis (AKC) and vernal keratoconjunctivitis (VKC). This meta-analysis summarizes the randomized controlled trials (RCTs) that utilized topical immunomodulators, to examine their effectiveness at decreasing clinical signs as assessed by clinicians in severe allergic eye disease.Methods: A systematic search identified thirteen studies and a total of 445 patients for inclusion, making this the largest meta-analysis published on the subject.Results: Thirteen RCTs were included. Eleven studies used Cyclosporine A as the treatment, and two used Tacrolimus. In total, 445 participants were included, 76.6% were male. The mean age of the participants was 14 years. All studies reported clinical signs as evaluated by an examining clinician. Signs were usually assessed by anatomical region, with the most common regions being the conjunctiva and the cornea, and the most common signs assessed were hyperemia and papillae. Three studies accounted for over 50% of the meta-analysis's weight. Effect size (d) ranged from -2.37 to -0.03, negative values favoring immunomodulators. Fixed Effect Meta-Analysis returned an SMD of -0.81 (95% CI: [-0.98, -0.65]). However, there was significant heterogeneity (I2=61%, Qw=30.76) in the outcome measure (P=0.0021); therefore, a random-effect meta-analysis was also completed where the pooled SMD was -0.98 (95% CI: [-1.26, -0.69], τ2 = 0.16).Conclusions: This study affirms that immunomodulators effectively treat clinical signs, including blepharitis, conjunctival hyperemia, edema, papillae, and corneal damage in severe ocular allergic disease.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.019
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0160.055
Bibliometrics0.0040.004
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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.

Opus teacher head0.148
GPT teacher head0.443
Teacher spread0.295 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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