Experience report on using LLMs for systematic mapping studies. Highlights time savings in screening and extraction but notes challenges like hallucinations and prompt engineering. Offers lessons and recommendations for adoption.
Key Points
- 1.Reduces repetitive task time
- 2.Standardizes data extraction
- 3.Requires manual verification and iterations
Impact Analysis
Boosts efficiency in evidence synthesis. Aids less experienced users with standardization. Highlights risks like hallucinations needing mitigation.
Technical Details
Supports full process with adjustments. Prompt building demands iterations. Constant verification essential.
