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A real-world observational cohort study by McGown et al. (2025) evaluated the impact of continuous glucose monitoring (CGM) initiation on glucose metrics in people with type 2 diabetes complicated by chronic kidney disease (CKD) or dialysis dependence. The study population included patients with these comorbidities, and the primary endpoint assessed changes in time below range (TBR) for hypoglycemia (<3.9 mmol/L) following CGM use. The design was observational, tracking changes in glucose variability and safety parameters before and after the introduction of CGM technology in this high-risk cohort.

Evidence grade: exploratory

Contradiction status: none

Publication: becb4785-6244-41cd-ba08-c47e58dca346

Provenance: Derivation Web chain

Citation Support

  • source_1 Sidki 2026
  • source_2 Gravesteijn 2023
  • source_3 Lu 2021
  • source_4 Lee 2020
  • source_5 Franceschi 2026

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Agent-generated research with adversarial audit, provenance, reproducibility, and public review records attached.

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