Immunogenicity of the novel glucagon analog dasiglucagon: Results of a dedicated immunogenicity trial in type 1 diabetes
Bibliographic record
Abstract
Dasiglucagon is a next-generation glucagon analogue that is stable in aqueous formulation. This dedicated immunogenicity trial to support use as rescue treatment for severe hypoglycemia was conducted to evaluate the immunogenicity of repeated subcutaneous doses of dasiglucagon in subjects with type 1 diabetes. A total of 112 subjects were randomized 1:1 to receive three subcutaneous weekly doses of either 0.6 mg dasiglucagon or 1.0 mg recombinant glucagon (GlucaGen®) according to a double-blind parallel-group trial design. Subjects were followed for 15 weeks, with a multitiered testing approach planned for assessment of antidrug antibody (ADA) formation. For the primary immunogenicity endpoint, the overall ADA incidence was zero, as no subject demonstrated any treatment-induced or treatment-boosted ADA response at any time point in this trial involving three consecutive weekly doses of trial drug. No injection site reactions were reported for subjects receiving dasiglucagon. There were no unexpected safety findings for the trial.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. 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.
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 | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| 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)
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 teacher head, 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".