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Complex treatment for dry eye disease in intermediate uveitis

2022· article· en· W4226150935 on OpenAlexfundno aff
E.B. Tatarnikova, O.I. Krivosheina

Bibliographic record

VenueRussian Journal of Clinical Ophthalmology · 2022
Typearticle
Languageen
FieldMedicine
TopicOcular Surface and Contact Lens
Canadian institutionsnot available
FundersBausch Health
KeywordsMedicineOphthalmologyUveitisFundus (uterus)TearsVisual acuitySurgery

Abstract

fetched live from OpenAlex

Aim: to study clinical presentations of dry eye disease (DED) in intermediate uveitis (pars planitis) and develop a complex treatment algorithm including tear substitutes, reparative, and anti-inflammatory therapies combined with laser photocoagulation. Patients and Methods: the study enrolled 98 patients divided into the study group (n=78) and the comparison group (n=20). Study group patients received complex treatment, including tear substitutes, anti-inflammatory therapies, and laser photocoagulation. Comparison group patients received topical medications only. All patients underwent a complex examination including the OSDI questionnaire, visual acuity, IOP measurements, slit lamp examination, binocular dilated fundus examination with scleral indentation, and Schirmer’s test 1 at baseline, after baseline three and six months. Treatment efficacy was assessed based on the severity of intermediate uveitis presentations. Results: intermediate uveitis exacerbates DED. The more active chorioretinal inflammation near the ora serrata is, the more severe clinical, functional changes of the ocular surface are. Complex treatment significantly improved typical DED complaints by the OSDI score (by 34.8%), ocular surface by slit-lamp examination (lower occurrence of conjunctival fold overhang, by 51.8%), mild eyelid and conjunctival hyperemia, and conjunctival discharge. Six months after treatment, a 2-fold (vs. baseline) increase in total tear secretion and resorption of vitreous exudates and retinal edema were reported in the study group. Changes in all parameters in the study group were more significant than in the comparison group. Conclusion: complex treatment algorithm (tear substitutes, reparative, and anti-inflammatory therapies combined with laser photocoagulation) provides a more rapid and stable reduction in chorioretinal inflammation near the ora serrata. It significantly improves subjective and objective DED signs compared to conventional pharmacotherapy. Keywords: dry eye disease, intermediate uveitis, laser photocoagulation, ora serrata. For citation: Tatarnikova E.B., Krivosheina O.I. Complex treatment for dry eye disease in intermediate uveitis. Russian Journal of Clinical Ophthalmology. 2022;22(1):30–35 (in Russ.). DOI: 10.32364/2311-7729-2022-22-1-30-35.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.101
GPT teacher head0.429
Teacher spread0.328 · 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 designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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