Automates systematic literature screening using the PRISMA 2020 framework and cost-effective Groq LLMs.
The I2 Screening Assistant is a specialized tool designed for researchers and academics to automate the initial phases of systematic reviews and knowledge repository building. By utilizing a sophisticated 6-dimension scoring rubric—covering domain relevance, intervention focus, methodology rigor, and specific exclusion criteria—it evaluates papers with high precision while leveraging Groq LLMs to reduce costs by up to 100x compared to standard models. It features built-in hallucination detection to ensure evidence grounding and supports distinct confidence thresholds for both broad knowledge exploration and strict, publication-grade systematic reviews.
Key Features
01Dual Project Modes: Knowledge Repository (Lenient) vs. Systematic Review (Strict)
02100x Cost Reduction via Groq LLM Integration (llama-3.3-70b)
03Human-in-the-Loop Checkpoint Protocol for Criteria Approval
04Automated Hallucination Detection for Evidence Grounding
