Sleep duration and all-cause mortality: a systematic review and meta-analysis of prospective studies.

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Short sleep duration and health outcomes: a systematic review, meta-analysis, and meta-regression. (2017, background): “[4] Cappuccio FP, D'Elia L, Strazzullo P, Miller MA.”
An open-source, high-performance tool for automated sleep staging (2021, background): “…strategy to reduce the risk of cardio-vascular and metabolic disease, all-cause mortality risk, and more recently, the accumulation of Alzheimer’s disease pathology within the brain ( Cappuccio et al., 2010 ; Leary et al., 2020Cappuccio and Miller, 2017 ; Ju et al., 2014 ; Winer et al., 2020 ).”
Sleep duration predicts cardiovascular outcomes: a systematic review and meta-analysis of prospective studies. (2011, methodology): “Statistical analysis Full methods are reported elsewhere.(4) The quality of the studies was evaluated by the Downs and Black Quality Index score system.”
The Sleep-Immune Crosstalk in Health and Disease (2019, background): “However, longer sleep may not be directly linked to increased mortality; it is thought that confounding variables such as (subclinical) disease mediate this association (22, 88, 340).”