1038-P: Insulin Glargine 300 U/ml (Gla-300) vs. First-Generation Standard-of-Care Basal Insulin Analogs (SOC-BI) in Insulin-Naïve Patients with Type 2 Diabetes (T2D): Impact of Renal Function on the Outcomes of the Randomized Pragmatic Real-Life Achieve Control S
Bibliographic record
Abstract
In the 12-month ACHIEVE Control study, significantly more insulin-naive patients with T2D treated with Gla-300 vs. SOC-BI (glargine 100 U/mL or detemir) achieved the primary composite endpoint of individualized HEDIS A1c target attainment at 6 months without documented symptomatic (≤70 mg/dL) or severe hypoglycemia. This post-hoc analysis explored outcomes in subgroups with estimated glomerular filtration rate (eGFR) of <60, 60 to <90, and ≥90 mL/min/1.73 m2. Patients with eGFR <60 mL/min/1.73 m2 were older and had longer T2D duration. Within each eGFR subgroup, baseline characteristics were generally balanced between treatment groups. Within subgroups, odds ratios for clinical outcomes generally showed trends favoring Gla-300 vs. SOC-BI, consistent with the overall study population (Figure). In patients with eGFR <60 mL/min/1.73 m2, the odds ratio point estimates for absence of documented symptomatic (≤70 mg/dL and <54 mg/dL) or severe hypoglycemia at 6 and 12 months strongly favored Gla-300 (>1.40). The results suggest a potential benefit of Gla-300 vs. SOC-BI for avoiding hypoglycemia in patients with compromised renal function that warrants further evaluation in prospective studies. Disclosure L. Meneghini: Advisory Panel; Self; Novo Nordisk Inc., Sanofi US. Consultant; Self; Applied Therapeutics, Sanofi US. A. Cheng: Advisory Panel; Self; Abbott, AstraZeneca, Boehringer Ingelheim (Canada) Ltd., Boehringer Ingelheim International GmbH, Eli Lilly and Company, HLS Therapeutics, Inc., Janssen Pharmaceuticals, Inc., Medtronic, Merck & Co., Inc., Novo Nordisk A/S, Sanofi. Research Support; Self; Applied Therapeutics, Sanofi. Speaker’s Bureau; Self; Abbott, AstraZeneca, Boehringer Ingelheim (Canada) Ltd., Boehringer Ingelheim International GmbH, Eli Lilly and Company, Insulet Corporation, Janssen Pharmaceuticals, Inc., mdBriefCase, Medtronic, Merck & Co., Inc., Merck Sharp & Dohme Corp., Novo Nordisk A/S, Sanofi. P. Evenou: Employee; Self; Sanofi. J. Gill: Other Relationship; Self; Sanofi US. A. Mohamed: None. G.E. Umpierrez: None. Funding Sanofi US
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".