---
title: "systematic reviews — Stuff That Spins"
description: "Narrative intelligence for systematic reviews: 1 tracked articles, claims, and spin patterns across AI and technology coverage."
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---

# systematic reviews

**Type:** topic  
## Related Articles

- [Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews](https://stuffthatspins.com/spin/class-imbalance-and-batch-effects-in-llm-based-screening-for-systematic-reviews) — August 18, 2026

## Related Claims

- Batch processing produced larger behavioral changes that varied according to the prevalence of the class.

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