Study on Screening tests among the Blood donors in Community Based Medical College Hospital, Mymensingh, Bangladesh
Bibliographic record
Abstract
The aim of the study was to find out the prevalence of transfusion transmitted diseases (TTD) in voluntary and Replacement donors. A total of 4,885 donors were analyzed for the prevalence of TTD over a period of 1 year and 9 month from August 2016 to May 2018, Conducted at the Community Based Medical College Hospital, Mymensingh, Bangladesh, of these 38.8% were voluntary donors and 61.2% were replacement donors. Prevalence of Hepatitis B virus (HBv) was highest (.86%) followed by syphilis (.3%), HCV (.14%), Malaria (.06%) and HIV (.04%). Prevalence was more in male replacement donors. Seropositivity of TTD of this study was much lower among blood donors due to proper medical assessment of donors. Pre-donation donor screening procedures is helpful in improving the blood safety and reduces the prevalence of transfusion transmitted diseases.
 CBMJ 2019 January: vol. 08 no. 01 P: 19-22
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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 | 0.015 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.009 |
| Insufficient payload (model declined to judge) | 0.003 | 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".