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Record W38045312 · doi:10.1096/fasebj.20.5.a857-a

A high glycemic index diet: a contribution to the pathogenesis of childhood NAFLD?

2006· article· en· W38045312 on OpenAlexafffund
Diana R. Mager, Carly D Rogenstein, Eve A. Roberts

Bibliographic record

VenueThe FASEB Journal · 2006
Typearticle
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsHospital for Sick Children
FundersCanadian Institutes of Health Research
KeywordsInsulin resistanceInternal medicineHyperinsulinemiaMedicineEndocrinologyGlycemic indexNonalcoholic fatty liver diseaseSteatosisInsulinFatty liverGlycemicDisease

Abstract

fetched live from OpenAlex

Nonalcoholic fatty liver disease (NAFLD; hepatic large‐droplet steatosis ± inflammation ± fibrosis) can cause serious liver disease in children. Most children with NAFLD have elevated BMI; some have elevated serum aminotransferases and hyperlipidemia. Hyperinsulinemia with variable insulin resistance appears to be a critical feature of disease mechanism. Our hypothesis is dietary pattern elicits hyperinsulinemia and contributes to the hepatic disease process. We prospectively studied 20 children clinically diagnosed with NAFLD. Body composition, liver biochemistries, fasting glucose, insulin, and lipid profiles were obtained. Insulin resistance was assessed using the homeostasis model of insulin resistance (HOMA‐IR). Three‐day food intake records were collected to assess the nutrient content of the diet. Mean age (±SD) of study participants was 14.1 (±3.1) yrs. 14 out of 20 children were obese (BMI: 29.9 ±5.5). Patients had elevations of ALT (117 ± 98 U/L), triglycerides (1.9 ± 0.6 mmol/L) and HOMA‐IR scores (>2) consistent with insulin resistance. HOMA‐IR scores correlated to increased plasma triglycerides (p=0.02), BMI (p=0.006), dietary glycemic index (p=0.04) and sucrose intake (p=0.05). Diets were high in saturated fat (11.6% ± 2.3), glycemic load (137.2 ±42.9) and low in polyunsaturated fat (4.6% ± 2.3), vitamin E (4.4 ± 3.6 mg) and fiber (14.7 ± 5.6). Children with NAFLD consume a diet that generates a metabolic environment leading to insulin resistance. Nutritional strategies aimed at lowering dietary glycemic index and sucrose intake represent a physiologically based intervention for childhood NAFLD. (Supported by CIHR/CAG/Nestle).

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.006
GPT teacher head0.220
Teacher spread0.214 · 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 designObservational
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

Citations1
Published2006
Admission routes2
Has abstractyes

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