Shypd.aiThe largest open index of AI toolsMetaScreener is an AI Agents & Automation tool that automates systematic review screening using an ensemble of open-source large language models. It provides transparent, reproducible decisions with uncertainty quantification, saving significant time in research.
About
MetaScreener is an AI-powered tool designed to streamline the abstract and PDF screening phases of systematic reviews. It leverages an ensemble of 4+ open-source large language models (LLMs) to process search results from platforms like PubMed or Scopus. The tool aggregates LLM outputs through a calibrated confidence pipeline, offering transparent and reproducible decisions with quantified uncertainty. Users can define review criteria (PICO/PEO/SPIDER), upload search results, and receive include/exclude decisions with confidence scores. Uncertain cases are flagged for human review, and the system supports active learning by recalibrating model weights based on human feedback. It is cost-effective, with processing costs as low as $0.003 per paper.
Pricing & Plans
Open Source · Usage-based