Anemia in Children Aged 4 to 8 from a Semirural Community in Central East Area of Argentina
Bibliographic record
Abstract
We present the results of the first stage of the Program for the Control of Intestinal Parasitosis and Nutrition, analyzing the frequency of anemia and its relation with intestinal parasitic infections and socio-cultural and environmental factors present in school children from a semirural community of Argentina. A total of 123 children aged 4-8 years were interviewed; 93 (75.6%) of them showed up for blood extraction and a fecal sample was taken properly. The frequency of anemia was 33.3%; 45.0% in children aged 4-5 years and 24.5% in those aged 6-8 years (p=0.038). Intestinal parasites were found in 83.9% of the children; 75.0% in children aged 4-5 years and 90.6% in those aged 6-8 years (p=0.043). No statistical differences were found when relating parasitic infections, social/cultural variables and housing characteristic with anemia, probably of nutritional origin. This study reveals the coexistence of anemia and parasitic infections in apparently healthy children who were unnoticed by the conventional public health system.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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".