Comparison of insulin lispro protamine suspension and insulin detemir in basal‐bolus therapy in patients with Type 1 diabetes
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.076
- Threshold uncertainty score
- 0.602
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.284 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
AIMS: The efficacy of two basal insulins, insulin lispro protamine suspension (ILPS) and insulin detemir, was compared in basal-bolus regimens in Type 1 diabetes. METHODS: In this 32-week, multinational, parallel-group, randomized, controlled trial, adult patients with Type 1 diabetes received ILPS or insulin detemir, injected twice daily (before breakfast and bedtime) and prandial insulin lispro three times daily. The primary outcome was change in glycated haemoglobin (HbA(1c)) from baseline to endpoint. RESULTS: Least squares mean (+/-se) changes in HbA(1c) were similar between groups, meeting non-inferiority (margin, 0.4%): -0.69 +/- 0.07% for ILPS and -0.59 +/- 0.07% for insulin detemir [between-treatment difference -0.10%; 95% confidence interval (CI) -0.29, 0.10]. Standard deviation of fasting blood glucose was similar (non-inferiority margin 0.8 mmol/l): 2.74 +/- 0.14 mmol/l for ILPS and 2.38 +/- 0.14 mmol/l for insulin detemir (CI -0.03, 0.75). Patients on ILPS gained more weight (1.59 +/- 0.23 kg vs. 0.62 +/- 0.24 kg; CI 0.34, 1.60; margin 1.5 kg). Weight-adjusted daily total and prandial insulin doses were lower for ILPS (prandial insulin, 0.38 +/- 0.01 U/kg/day for ILPS, 0.44 +/- 0.01 U/kg/day for insulin detemir; P = 0.004); daily basal insulin dose was similar. All hypoglycaemia incidence and rate and nocturnal hypoglycaemia incidence were similar between groups; nocturnal hypoglycaemia rate was lower for insulin detemir (mean +/- sd 0.79 +/- 1.23 for ILPS, 0.49 +/- 0.85 for insulin detemir; P = 0.001). Severe hypoglycaemia rate was 0.03 +/- 0.11 for ILPS and 0.02 +/- 0.10 for insulin detemir (P = 0.37). CONCLUSIONS: ILPS-treated patients with Type 1 diabetes achieved similar glycaemic control as insulin detemir-treated patients after 32 weeks. Glucose variability was similar. While weight gain and nocturnal hypoglycaemia rate were statistically higher with ILPS, the clinical relevance is unclear.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
The record
- Venue
- Diabetic Medicine
- Topic
- Diabetes Management and Research
- Field
- Medicine
- Canadian institutions
- Eli Lilly (Canada)
- Funders
- Eli Lilly and Company
- Keywords
- MedicineInsulin detemirInternal medicineInsulin lisproEndocrinologyInsulinDiabetes mellitusType 1 diabetesProtamineType 2 diabetesBasal (medicine)GlycemicInsulin glargine
- Has abstract in OpenAlex
- yes