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Record W79639664 · doi:10.1096/fasebj.21.5.a369-c

Effect of soy protein isolate on glycemic control in adults with type 2 diabetes

2007· article· en· W79639664 on OpenAlexaffabout
Colleen P. Gobert, Elizabeth A. Phillips, Sarah E. Capes, Gerarda Darlington, Johanna W. Lampe, Alison M. Duncan

Bibliographic record

VenueThe FASEB Journal · 2007
Typearticle
Languageen
FieldMedicine
TopicPhytoestrogen effects and research
Canadian institutionsUniversity of GuelphMcMaster University
Fundersnot available
KeywordsPostprandialGlycemicMedicineType 2 diabetesGlycated hemoglobinCrossover studyInternal medicineSoy proteinDiabetes mellitusEndocrinologyInsulinPlacebo

Abstract

fetched live from OpenAlex

Evidence from observational, animal and cell culture studies support a role for soy protein and its isoflavones in the improvement of glycemic control in type 2 diabetes. The objective of this study was to determine the effect of isoflavone‐rich soy protein on markers of glycemic control in adults with type 2 diabetes. Using a double‐blind, randomized, crossover, placebo‐controlled intervention study design, adults with diet‐controlled type 2 diabetes (n=29) consumed SPI or milk protein isolate (MPI) for 57 days each separated by a 4‐week washout period. Fasting blood samples were collected on days 1 and 57 of each treatment period for analysis of fasting plasma glucose and glycated hemoglobin (HbA1C). An oral glucose tolerance test was also performed on days 1 and 57 of each treatment period for analysis of postprandial plasma glucose. Results showed no significant differences between treatments for fasting HbA1C, fasting plasma glucose or postprandial plasma glucose response, as summarized by area under the curve. These data do not support a role for soy protein in the improvement of glycemic control in adults with type 2 diabetes and contribute to a limited literature on the effects of soy protein on the management of type 2 diabetes. Supported by the Heart and Stroke Foundation of Ontario and the Solae Company.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.005
GPT teacher head0.267
Teacher spread0.262 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2007
Admission routes2
Has abstractyes

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