Learning study similarity to investigate heterogeneity in meta-analysis using LLMs and triplet loss

Kanella Panagiotopoulou, Harald Binder, Theodoros Evrenoglou

Meta-analyses of observational studies often show substantial between-study heterogeneity, limiting the interpretability of pooled estimates. Meta-regression can be used to explore…