The Glycemic Response to Ingested Dreamfields Pasta Compared With Traditional Pasta
Why this work is in the frame
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Bibliographic record
Abstract
In Brief Objective Dreamfields pasta is a modified commercially available pasta that is claimed to raise blood glucose much less than standard, unmodified pasta. Our objective was to quantify the blood glucose response to ingested Dreamfields pasta compared with an unmodified pasta. Research Design and Methods Using a blinded, randomized, crossover design, 20 subjects without diabetes ingested 50 g carbohydrate in the form of Dreamfields or traditional pasta at 8:00 AM after a 12- to 14-hour overnight fast. The preparation of both pastas was identical. Fingerstick blood glucose was measured before and at 30, 60, 90, 120, 150, and 180 minutes after ingestion of each pasta meal. Results The glucose response to ingestion of the 2 pasta products was essentially identical. Conclusion The 2 pastas tested had identical taste and mouth feel and resulted in nearly identical blood glucose responses in normal subjects. An eminent diabetologist takes a look at pastas that claim to be special in terms of glycemic index
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it