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In addition, some covariates such as smoking and alcohol consumption were crudely estimated through diagnosis codes and previous medications
Consensus statement by the American Association of Clinical Endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm2016: executive summary

Management of hyperglycemia in type 2 diabetes, 2022
For instance, it partnered with a health app to help patients manage lifestyle changes alongside drug therapy a move to augment the effectiveness of its new drug treatments

[174] An observational study on people with obesity and type 2 diabetes and heart failure with preserved ejection fraction, semaglutide had about a 42% lower risk of hospitalization for heart failure and all-cause death combined compared with sitagliptin
