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Record W3194138058 · doi:10.7759/cureus.17377

An Evaluation of Hepatitis C Screening in Infants and Children Born to Seropositive Mothers in Saint John, New Brunswick

2021· article· en· W3194138058 on OpenAlexaffabout
Sarah Gander, Angela Morris, Stefanie Materniak

Bibliographic record

VenueCureus · 2021
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsHorizon Health NetworkSaint John Regional Hospital
Fundersnot available
KeywordsMedicineHepatitis CPediatricsHepatitis C virusTransmission (telecommunications)PregnancyImmunologyVirus

Abstract

fetched live from OpenAlex

BACKGROUND: The primary route of hepatitis C virus (HCV) infection in children is vertical transmission, from mother to fetus in utero. There is a lack of data on the prevalence of pediatric HCV acquired through vertical transmission in Saint John, New Brunswick. Furthermore, what risk factors may be associated with an increased likelihood for a child born to an HCV-seropositive mother should be known to direct screening practices. METHODS: A retrospective chart review of the active charts from the local HCV clinic, the Centre for Research, Education & Clinical Care of At-Risk Populations (RECAP), identified HCV-seropositive women who had children at-risk of HCV through vertical transmission. Sociodemographic information and various risk factors were collected, including maternal HCV genotype, non-prescription drug use subcategorized into intravenous drug use and snorting, transfusion history, involvement in opiate substitution therapy, postal code as a proxy for socioeconomic status, and issues of custodianship within the family. A 2 x 2 chi-square analysis was conducted to assess the frequency of HCV screening for children by the presence or absence of familial custodianship issues. RESULTS: In total, data from 62 HCV-seropositive women and 123 infants and children at-risk for HCV were included in this study. HCV status at the time of pregnancy revealed 18 (14.6%) with a positive HCV screen, 14 (11.4%) with a positive viral load, and 91 (74.0%) with unknown status. A total of 30 children (24.4%) had HCV screening performed, of which three (10.0%) were HCV-antibody positive and had a detectable viral load. Results of the chi-square analysis indicated that issues of custodianship had no significant influence on child screening rates. CONCLUSION: Overall, this study highlighted the inconsistent screening practices of children at-risk for HCV through vertical transmission, as well as the need for improvement in chart documentation and follow-up. Clinicians and researchers should focus their efforts toward proactively identifying children at-risk for HCV through vertical transmission. This could involve screening during pregnancy and subsequent follow-up, or at other points of contact with the healthcare system, such as parental involvement with opioid substitution therapy or well-child visits. Implementation of a targeted screening program could be considered in urban centers similar to the one in this study to connect at-risk populations with essential medical and community services.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.381
Threshold uncertainty score0.758

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.039
GPT teacher head0.365
Teacher spread0.326 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2021
Admission routes2
Has abstractyes

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