Intestinal Parasitic Infections among Aqaba population (southern Jordan)
Bibliographic record
Abstract
Intestinal parasitic infections (IPIs) are associated with anemia, malabsorption and retarded cognitive development these diseases are complicating the clinical picture of more serious infections like human immunodeficiency virus (HIV), tuberculosis (TB) and malaria. Information about the laboratory results of stool examinations for the previous three years were collected from two private laboratories in Aqaba (Sultan medical Lab and Ayla medical Lab) to identify intestinal parasites in residents of the city of Aqaba, South Jordan. The total number of stool samples in the two medical laboratories was 7192 and samples were collected from the beginning of 2020 to the end of October 2022. 908 intestinal parasites were detected, with a rate of 12.62%. The types of parasites that were found are Entamoeba histolytica Cyst, Entamoeba histolytica trophozoite, Chilomastix mesnili Ova of Enterobius vermicularis, Taenia saginata, Giardia and Trichomonas hominis. The results that IPIs are common health problems in Aqaba.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 teacher head, 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".