ASReview vs Silvi

ASReview is a free, open-source tool that uses AI-aided active learning to prioritize records for systematic review screening, with a human making screening decisions. Its site says the approach can reduce screening workload by up to 95%. Users can simulate AI-aided review to compare models, while Crowdscreen supports parallel screening with access managed by administrators through a private login system. The described model families are ELAS-Ultra, ELAS-Heavy, and language-agnostic ELAS-L; ELAS-Heavy and ELAS-L require the Dory package. ASReview works with reference managers including EndNote and PubMed, and imports and exports CSV, RIS, and XLSX files. Documentation includes a Python API, while the institutional workflow also describes a REST API and CLI for automation. In a local setup, data stays on the user's computer; server deployments keep it in the organization's environment and follow its policies. Support includes documentation, tutorials, videos, community discussion, and organizational workshops and consultancy. ASReview LAB costs nothing with no licensing fees or subscriptions, though running hardware or a server may incur costs.

Silvi is a web tool for organizing scientific literature into structured evidence. Its review workflow covers collecting studies, screening them, extracting data and analyzing results, including systematic reviews, meta-analyses and network meta-analyses. Reviewers can include or exclude studies individually or in bulk, with AI screening suggestions available. Data extraction can use PDF text highlights, which Silvi stores alongside the extracted information, or AI; users can check and correct AI results. Extracted data can be organized in tables, plotted and exported. Teams can assign tasks, require multiple reviewers and blind decisions. Silvi lists imports from PubMed, OpenAlex, Web of Science, ERIC, Zotero, Mendeley and EndNote. Its Web of Science RIS workflow allows up to 1,000 records per export. Open-access papers can be retrieved automatically; paywalled papers must be obtained through a university library. Plans include a free option and paid options from €19/mo.