AUG 11, 2026 · JOURNAL ARTICLE
A Machine Learning Pipeline to Analyze Global Sentiment and Factors Influencing Retinoblastoma Treatment Hesitancy: Observational Infodemiology Study
Journal of Medical Internet Research
An observational infodemiology study using machine learning on social media data with cross-sectional associations to clinical outcomes; generates hypotheses about treatment hesitancy but lacks causal inference, experimental design, or direct patient enrollment.
Reported
Sample size (Twitter posts)2382511
Sample size (unique users)797870
Exponential growth rate (treatmen…β log-linear = 0.957