Exploratory machine learning models for computer vision syndrome in occupational health

Our results indicate that predictive modeling shows promise for CVS risk identification in occupational settings, particularly using demographic and behavioral variables. However, the limited and unrepresentative sample warrants caution, and further research with larger cohorts is needed to confirm these preliminary findings and assess their scalability.