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Record W2762829457 · doi:10.1093/pch/19.6.e35-160

164: The Health Burden of Invasive Meningococcal Disease: A Systematic Review

2014· review· en· W2762829457 on OpenAlexaff
Lisa Strifler, SK Morris, Xuan Dang Vu, HT Tu, Ripudaman Minhas, FB Jamieson, SL Deeks, Natasha S. Crowcroft, Beate Sander

Bibliographic record

VenuePaediatrics & Child Health · 2014
Typereview
Languageen
FieldImmunology and Microbiology
TopicBacterial Infections and Vaccines
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineIncidence (geometry)MEDLINEQuality of life (healthcare)Systematic reviewDepression (economics)DiseasePediatricsOdds ratioCase fatality rateEpidemiologyPsychiatryInternal medicine

Abstract

fetched live from OpenAlex

Although rare, invasive meningococcal disease (IMD) continues to be a health concern in high-income countries, as it results in severe morbidity and relatively high case fatality, especially in young children. However, studies measuring sequelae of IMD across the spectrum of invasive syndromes have not been systematically reviewed. To conduct a systematic review on sequelae attributable to IMD as well as quality of life in survivors in high-income countries. We searched MEDLINE, EMBASE and HealthStar up to April 2013 and scanned the reference lists of relevant systematic reviews and included studies. Primary studies assessing sequelae and/or quality of life in individuals with IMD and a comparator group were eligible for inclusion. Two reviewers independently screened articles (titles and abstracts, followed by full text), abstracted data and performed quality appraisal. Findings were summarized qualitatively. Of 1884 citations screened, 22 articles reporting on 17 studies were included. The most commonly assessed sequelae were hearing impairment (in five studies), cognitive impairment (seven studies), and psychological problems (six studies). Compared with controls, IMD survivors had greater incidence of hearing loss (in children), lower mean IQ test score (children), greater incidence of psychological disorders (eg, ADHD [children], depression [adolescents/adults]), and lower overall quality of life. There were no significant differences in overall cognitive function between exposed and unexposed adults. Odds of death were significantly increased with IMD at hospital discharge and up to 30 years after disease; however, the role of pre-existing co-morbidities remains unclear. A better understanding of the breadth of IMD sequelae in high-income countries is critical to support healthcare planning and decision-making. In particular, this information is useful to assess of the burden of IMD in light of new vaccines.

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)0.009
metaresearch head score (Gemma)0.040
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.048

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.040
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0120.008
Bibliometrics0.0150.017
Science and technology studies0.0010.001
Scholarly communication0.0040.003
Open science0.0020.002
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.024
GPT teacher head0.318
Teacher spread0.293 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations1
Published2014
Admission routes1
Has abstractyes

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