The adequacy of dietary fibre intake in 5-8 year old children.
Bibliographic record
Abstract
Despite its health implications, the fibre intake of Irish children is unknown. The North/South Ireland Food Consumption Survey indicated that 77% of Irish adults do not consume adequate fibre and surveys of children and adolescents in Canada and Sweden have confirmed suboptimal fibre intake in these groups. This study undertook to assess fibre intake and the incidence of constipation in Irish children aged 5-8 years. Children admitted to hospital with an acute self-limiting medical illness were included in the study. Three day food diaries were recorded on discharge from hospital. The presence of constipation was ascertained Seventy six per cent of 135 children s diets did not contain adequate fibre. The incidence of constipation was 13.6% in those with inadequate fibre intake as opposed to 6% in those with adequate fibre intake. Poor dietary fibre needs to be addressed in the context of health promotion and disease prevention involving parents, health care professionals and government public policy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".