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The access to the primary care and linked datasets requires approval but can be requested via applications to the Clinical Practice Research Datalink Research Data ( Statistical codes are available at: ( Abbreviations SGLT2: Sodium-glucose cotransporter 2 GLP1: Glucagon-like peptide-1 DPP4: Dipeptidyl peptidase-4 CARMELINA: The CArdiovascular and Renal Microvascular outcomE study with LINAgliptin CAROLINA: CARdiovascular Outcome study of LINAgliptin versus glimepiride in patients with type 2 diabetes BMI: Body mass index eGFR: Estimated glomerular filtration rate HbA1c: Hemoglobin A1c VD: Vascular dementia AD: Alzheimers disease HR: Hazard ratio IRD: Incidence rate difference CI: Confidence interval PPV: Positive predictive value CPRD: Clinical Practice Research Datalink ONS: Office for National Statistics HES APC: Hospital Episode Statistics Admitted Patient Care OPCS: The UK Office of Population, Census and Surveys classification ICD-10: International Statistical Classification of Diseases version 10 References Gudala K, Bansal D, Schifano F, Bhansali A