Article

Agentic AI for Streamlining Title and Abstract Screening: Addressing Precision and evaluating calibration of AI guardrails

2024-11-15

Abstract excerpt

1. <h4>Background</h4> Title and abstract (TiAb) screening in systematic literature reviews (SLRs) is labor-intensive. While agentic artificial intelligence (AI) platforms like Loon Lens 1.0 offer automation, lower precision can necessitate increased full-text review. This study evaluated the calibration of Loon Lens 1.0’s confidence ratings to prioritize citations for human review. <h4>Methods</h4> We conducted a...

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Literature Corpus work: 47ba5af3-cf60-5ce4-92b3-10ed9079b142
DOI: 10.1101/2024.11.15.24317267

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