Jodmonitoring im Rahmen des Kinder- und Jugendgesundheitssurveys
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In the first quarter of 2003 a National Health Survey for Children and Adolescents will be started and carried out over a period of three years. In 11,300 children and adolescents between 6 and 18 years a comprehensive iodine monitoring will be realised. The volume of the thyroid gland will be determined sonographically, thyroid hormones and the urinary iodine excretion will be measured. Apart from the nutritional intake of iodine and the use of supplements, socio-demographic and other variables relevant to health will be recorded in a self-administered questionnaire. In the pilot study of the Health Survey for Children and Adolescents from March 2001 to March 2002 the method was tested on 426 children and adolescents and has proved feasible. The sample for the pretest was not representative for the population of children and adolescents in Germany but may already be an indication for the iodine supply. A low goitre prevalence of 4.2% was found. The total thyroid volume correlated significantly with height and weight. There was no significant difference between boys and girls or between a rural and an urban sample point.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.015 |
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