literature-review

You can automate a systematic review by running a pipeline that searches PubMed, arXiv, bioRxiv, and Semantic Scholar in parallel. The workflow handles deduplication, citation verification, and exports formatted reports.

To ensure reproducibility in a meta-analysis, you need documented search strategies, standardized citation formats, and structured screening. This workflow enforces reproducibility by logging search queries and aligning reporting to PRISMA guidelines.

Yes, you can verify citations automatically by checking references against CrossRef and validating DOIs during the aggregation process. This ensures the credibility of scholarly sources included in your review.

Yes, the systematic review workflow supports PRISMA-aligned reporting and exports publication-ready deliverables in both Markdown and PDF formats. This allows you to generate professional outputs directly from the aggregated evidence synthesis.

Yes, the requests library is required as a dependency to execute the parallel-web academic searches. It facilitates the multi-database integration across PubMed, arXiv, and Semantic Scholar.