When certainty grades diverge, first-order loops often reveal where NMA confidence can break.
https://www.mattheneus.com/editorial/grade-dominant-first-order-loop-nma-certainty-evidence-cinema-2026-03-27
#HTA #NMA #EvidenceSynthesis
https://www.mattheneus.com/editorial/grade-dominant-first-order-loop-nma-certainty-evidence-cinema-2026-03-27
#HTA #NMA #EvidenceSynthesis

Validating the GRADE Dominant First-Order Loop Shortcut in Network Meta-Analysis: What the Evidence Says
A 2026 Journal of Clinical Epidemiology case study tested the GRADE dominant first-order loop shortcut for network meta-analysis certainty ratings across 103 indirect comparisons and found discordant ratings in only 6% of cases, with few decision-relevant downgrades.