LEMASyR

Living Evidence Map for Automation of Systematic Reviews (LEMASyR) contains all studies and publications related to the automation (including AI, ML, and LLMs) of systematic reviews and evidence synthesis in one place. It is free, ad-free, cookie-free, public, privacy-respecting, updated daily, and does not require a login. You can open the original URL or click the following image:

The Living Evidence Map for Automation of Systematic Reviews (LEMASyR) contains all the records related to the automation of systematic reviews and evidence synthesis from PubMed and grey literature. The map is updated daily to add the most recent studies and keep the community updated.

Coverage The map takes a broader approach to including records related to automation, rule-based NLP, ML/AI, and LLMs. Record types included are review (including independent reviews of tools), research, commentary, preprint, thesis, or webpage that provides unique, useful information for the community.

Subject Tree The presented topics in classification are evolving as we learn from the studies.

Functions The map has two functions: Zoom and Filter. Use Zoom to browse the subjects. Use Filter to filter out the studies of interest.

Views The map has two views: Dendrogram and Sunburst. Use each as you prefer.

Citation Shokraneh, Farhad. Living Evidence Map for Automation of Systematic Reviews (LEMASyR). Nested Knowledge 2025, November 15. Available from: https://nested-knowledge.com/nest/21035

Similar other projects This map complements Digital Evidence Synthesis Tool (DEST) Evaluations, which contain only Evaluation studies.

Contact Email App@SystematicReview.info for any comments, corrections, suggestions, or additions.