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According to a previous study, cases of myocarditis have been associated with coronavirus disease 2019 (COVID-19) and COVID-19 vaccination (Inciardi et al., 2020

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Statistical analysis We used cumulative incidences and cause specific hazard regression to estimate hazard ratios (HR) and 95% confidence intervals (CI) for risk of suicide and suicide attempts in GLP-1 RA users vs SGLT-2 inhibitor users or DPP-4 inhibitor users, taking death as a competing risk to suicide into account

We used Lasso in both feature selection and linear survival prediction due to its widespread use in the construction of prognostic models in different cancers 45,46,47