Insulin Detemir Does Not Cross the Human Placenta
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
- Meta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: Not applicable
- Genre
- Candidate signal: CommentaryConsensus signal: none
- Teacher disagreement score
- 0.312
- Threshold uncertainty score
- 1.000
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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
- 0.288 · 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
Insulin detemir (IDet) is a relatively new long-acting insulin analog that offers improved absorption pharmacokinetics and slower tissue distribution due to high plasma protein binding (1). As IDet is increasingly used for treatment of insulin-requiring diabetes, including women with type 2 diabetes (who may conceive while being treated with IDet) as well as women with gestational diabetes mellitus, its transplacental pharmacokinetics warrants study (2). The placental transfer of IDet in humans has not been previously studied. The objective of this study was to determine whether IDet administered to pregnant women crosses the human placenta. Sixteen pregnant women with either gestational diabetes mellitus (11 subjects) or type 2 diabetes (5 subjects) receiving IDet were enrolled in this institutional review board–approved study after giving informed consent. At delivery, …
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
- Diabetes Care
- Topic
- Diabetes Management and Research
- Field
- Medicine
- Canadian institutions
- SickKids FoundationHospital for Sick ChildrenUniversity of Toronto
- Funders
- not available
- Keywords
- MedicineInsulin detemirDiabetes mellitusPlacentaHuman insulinInsulinHuman placentaInternal medicineEndocrinologyPregnancyType 2 diabetesBasal insulinFetusBiology
- Has abstract in OpenAlex
- yes