Practical notes on AI literature review, screening, synthesis, and citation audit.
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.