Practical notes on AI literature review, screening, synthesis, and citation audit.
ChatGPT and other LLMs frequently generate citations that look real but do not exist. Here is why hallucinated references happen, how to detect them, and safer workflows for AI-assisted literature reviews.
Learn how to automate your literature review using AI tools without sacrificing academic rigor. We cover finding papers, extracting data, and synthesizing findings safely.
AI-assisted literature review drafts need citation audit because fluent paragraphs can still contain unsupported claims, weak evidence coverage, or missing source context.
A practical comparison of workflow-first literature review software and general chatbots for researchers who need search, screening, citations, and auditability.
A biomedical literature review needs a focused question, transparent retrieval, relevance screening, selected evidence, synthesis, and careful citation checks.
Systematic Review Beta is a PRISMA-lite workflow for protocol notes, title and abstract screening, evidence tables, and audit checks without claiming full PRISMA 2020 compliance.