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AIDE: AI-Assisted Data Extraction tool

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Evidence · 1 claim (1 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A free, open-source R package and web application developed by Schroeder et al. that assists education researchers with LLM-based systematic-review data extraction while requiring human review and recording of each response.

Components

  • AIDE: AI-Assisted Data Extraction tool (R package and web version): AIDE is a free, open-source tool for human-in-the-loop LLM-based data extraction in systematic reviews, available as an R package (https://github.com/noah-schroeder/AIDE) and a web version (https://noah-schroeder.github.io/AIDE-Web/). It sends a PDF's full text and coding-form prompts to an LLM API, auto-populates responses in a user interface, shows the LLM's reasoning and source page, and requires the user to press Record after reviewing or editing each answer. The web version stores API keys in sessionStorage and uses structured JSON response parsing. (Schroeder et al. (2025))

Claims

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Key Sources

  • Schroeder, N. L., Jaldi, C. D., Zhang, S., & Yamoah, K. (2025). AI-Assisted Data Extraction for Systematic Reviews in Education. https://osf.io/nraxf/?view_only=879654690be249cc9237525ed7f86ec2
Page metadata
Field Value
type product
id aide-ai-assisted-data-extraction-tool
title AIDE: AI-Assisted Data Extraction tool
description A free, open-source R package and web application developed by Schroeder et al.
status review
product_kind software
generated by process:settle-candidates on 2026-10-28
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