A multi-stage LLM-assisted workflow assigned all 56,198 audited German statutory health insurance pages a review state, generated 35,998 evidence-checked review records, and routed 21,452 to human case review.
URL https://www.frontier sin.org/journals/digital-health/articles/10.3389/fdgth.2026.1761641/full
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LLM-Assisted Review Prioritization for German Statutory Health Insurance Websites: A Multi-Stage Corpus Audit
A multi-stage LLM-assisted workflow assigned all 56,198 audited German statutory health insurance pages a review state, generated 35,998 evidence-checked review records, and routed 21,452 to human case review.