Observational studyInternational ophthalmology2026
Use of electronic health records to examine margin-to-reflex distance in patients without eyelid conditions affecting position.
Observational study in International ophthalmology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
7 authors.
Funding
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Abstract
purposeTo characterize reference margin-to-reflex distance 1 (MRD1) measurements across different demographic factors, age, sex, race, and ethnicity, using a large electronic health record-derived (EHR) dataset.
methodsThis was a single-institution observational, cross-sectional study of adult patients seen in an academic oculoplastics division from October 2018 to June 2023. MRD1 values were extracted from structured data fields and free-text progress notes. Patients with diagnoses known to affect MRD1 (e.g. dermatochalasis, ptosis) were excluded from the study. Univariate analysis was conducted using one-way ANOVA and post hoc testing, while multivariable analysis testing was done through a linear mixed-effects regression model.
resultsA total of 6231 patients and 11,932 reference MRD1 values were analyzed. MRD1 decreased by approximately 0.2 mm (mm) per decade of life (p < 0.001). Female sex was associated with higher MRD1 measurements (3.38 vs 3.003, p < 0.001), while Asian race was associated with lower MRD1 values (2.99 vs 3.32, p < 0.001).
conclusionsMRD1 values vary significantly by age, sex, and race. These findings provide reference values for MRD1 within a clinical oculoplastics population accounting for demographic factors.
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