Prevalence of Toxoplasmosis antibodies in blood donors in Tripoli area
Bibliographic record
Abstract
Toxoplasma gondii is the organism that is responsible for toxoplasmosis disease. Toxoplasma gondii: is a crucial obligate intracellular parasite of humans and animals worldwide and infects nearly one-third of humanity; the disease can be severe and can lead to abortion or neonate’s death. In addition, an immunocompromised individual may develop several syndromes such as encephalitis, chorioretinitis, congenital infection and neonatal mortality. In this study, our objective is to determine the prevalence of Toxoplasma gondii antibodies through blood transfusion. Therefore, our study was conducted from 1 May 2010 to 31 of May 2010 among Libyan donors. We tested 164 blood donors from different ages for Toxoplasma gondii antibodies in Tripoli, a capital city of Libya. The results showed that 33.5% of blood donors had positive IgG antibodies. Therefore, this study suggest blood screening with high-performance techniques for Toxoplasma gondii before blood transfusion should be routinely done to avoid severe complications.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".