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. 2023 Aug 21;11(8):1392. doi: 10.3390/vaccines11081392

Figure 2.

Figure 2

Observed monthly age-standardized COPD-related mortality rates throughout the pandemic period, compared with expected values (and 95% confidence intervals) obtained by a generalized estimating equation model applied to 2008–2019 data.