Illustration of the causal inference scheme.

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Key clinical efficacy outcomes for (A) hemoglobin A1c (HbA1c), (B) weight change. Key clinical efficacy outcomes for (A) hemoglobin A1c (HbA1c), (B) weight.
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Total T2D risk according to join distribution of GGT and ALT
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Continuous associations
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Oral glucose tolerance testing during hospitalization and at 4 months after infarction. Oral glucose tolerance testing during hospitalization and at 4 months.
Relationship between week 24 A1C and week 24 BeAM in the exploratory analysis (A), the main analysis (only patients with A1C >7.0% at week 24 were included.
Crude and adjusted HbA1c change by medication adherence group (proportion of days covered (PDC)) by linear regression, controlling for age, age2, gender,
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Changes (means±posterior SDs) in HbA1c (A), fasting glucose (B), and body weight (C) by treatment condition based on missing not at random (MNAR) analyses.
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Adjusted OR and SE for BMI≥30 kg/m2, BMI 25–29. 9 kg/m2, HbA1c≥6
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Patient disposition and study protocol.
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Presentation transcript:

Illustration of the causal inference scheme. Illustration of the causal inference scheme. (A) Index date is the first prescription of diabetes second-line drug after use of metformin. (B) Potential censoring events include switching to another second-line drug, missing glycated hemoglobin (HbA1c) or body mass index (BMI) measurement, or undergoing bariatric surgery. (C) Outcomes (HbA1c and BMI) are checked after 6 and 12 months from index date. (D) Follow-up ends after 15 months. Assaf Gottlieb et al. BMJ Open Diab Res Care 2017;5:e000435 ©2017 by American Diabetes Association