Analysis of Factors and Management of Hepatitis B Virus Screening in Mothers and Infants: A Scoping Review
Bibliographic record
Abstract
ABSTRACT Background: The importance of screening for HBV infection is to identify the risk of perinatal transmission from infected mothers. People infected with HBV during infancy or childhood are more likely to suffer chronic infection to cirrhosis of the liver and liver cancer. Early detection and prompt treatment are essential for HBV infection. This study aimed to review the factors and management of hepatitis B virus screening in mothers and infants. Subjects and Method: A scoping review method was conducted in eight stages including (1) Identification of study problems; (2) Determining priority problem and study question; (3) Determining framework; (4) Literature searching; (5) Article selection; (6) Critical appraisal; (7) Data extraction; and (8) Mapping. The search included PubMed, ScienceDirect, Wiley Online Library, and Scopus databases. The inclusion criteria were English/ Indonesian-language and full-text articles (scoping review, meta-analysis, systematic review)/ documents/ reports/ policy brief/ guidelines from WHO/ other organizations published between 2009 and 2019. The data were selected by the PRISMA flow chart. Results: The searched database obtained a total of 27.862 articles. After screening, 27.325 articles were excluded because of unmet the inclusion criteria. After conducting critical appraisal for the remaining 537 articles, only 11 articles were eligible for further review. The selected articles obtained from developing countries (China, South Africa, and Tanzania) and developed countries (Netherlands, Japan, Denmark, Northern Europe, and Canada) with quantitative studies design (cross-sectional, case series, and cohort) met the inclusion criteria. The findings emphasized on four main topics around hepatitis B virus screening in mothers and infants, namely demographic factors, risk factors, post-screening benefit, and challenges in screening uptake. Conclusion: Early detection of HBV infection with prenatal screening reduce the HBV prenatal transmission, especially from infected pregnancy. Screening plays an important role in the administration of universal infant HBV vaccination and postexposure prophylaxis with hepatitis B immune globulin (HBIG) at birth. Keywords: pregnant women, hepatitis B virus, perinatal transmission, screening Correspondence: Setianingsih. Universitas ‘Aisyiyah Yogyakarta. Jl. Siliwangi (Ringroad Barat) No. 63, Nogotirto, Gamping, Sleman, Yogyakarta, 55292. Email: nsetia580@gmail.com. Mobile: 082242081295. DOI: https://doi.org/10.26911/the7thicph.03.67
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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 | 0.013 | 0.061 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.007 |
| Bibliometrics | 0.013 | 0.012 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.001 |
| 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 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".