Iodine deficiency in children 7–19 years old in Eastern Province of Cameroon
Bibliographic record
Abstract
OBJECTIVE: To determine the prevalence of iodine deficiency in children in Eastern Province, Cameroon. METHOD: Urinary iodine (I) and thiocyanate (SCN) excretion levels were assessed in 158 children (62 boys and 96 girls) aged 7-19 years. RESULTS: Mean urinary iodine excretion was 4.49 microg/dl for girls and 4.71 microg/dl for boys, lower than the 5.0 microg/dl minimal value defined by WHO. Overall 64.42% of subjects had urinary iodine excretion below the minimum, more than three times the population percentage (20%) at which a zone is declared endemic. Mean urine SCN concentration and mean I/SCN ratios of the study population were 2.57 +/- 1.43 mg/dl and 2.21 +/- 1.35 microg/mg for boys and 2.91 +/- 1.57 mg/dl and 1.91 +/- 1.1 microg/mg for girls. CONCLUSION: Iodine deficiency remains a problem in Eastern Province of Cameroon.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".