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Record W6996235710

Respiratory infections: Proceedings of the Eighth Liverpool Tropical School Bayer Symposium of Microbial Disease held on 3 February 2001

2002· article· en· W6996235710 on OpenAlexaboutno aff

Bibliographic record

VenueLSTM Online Archive (Liverpool School of Tropical Medicine) · 2002
Typearticle
Languageen
FieldEnvironmental Science
TopicParasite Biology and Host Interactions
Canadian institutionsnot available
Fundersnot available
KeywordsIncidence (geometry)Respiratory tract infectionsDeveloping countryMalnutritionCause of deathDiseaseDisease burdenDeveloped countryRespiratory diseaseInfant mortality
DOInot available

Abstract

fetched live from OpenAlex

Acute respiratory tract infections (ARI) are a major cause of morbidity and mortality world-wide. In a global survey of causes of mortality, respiratory tract disease was estimated to be the third commonest cause of death with 4.3 million deaths in 1990 [1]. The two major causes of death were ischaemic heart disease (6.3 million deaths) and cerebrovascular disease (4.4 million) [2]. However, it was also calculated that lower respiratory tract infections were responsible for 112.9 million disability-adjusted life year (DALYS) and as such were the major burden of premature death and disability world-wide, exceeding DALYS due to diarrhoeal disease (99.6 million) and perinatal disorders (92.3 million) [2]. As might be expected, the burden was significantly greater in the developing compared with the developed world [2]. ARI are estimated to be responsible for one third of all childhood deaths in developing countries [3]. It is estimated that the incidence of ARI, at 5–9 episodes/child/year in the first 5 years of life, is the same in developed and developing countries [4]. Although the incidence of ARI does not differ between developed and developing countries, the incidence of acute lower respiratory tract infection (ALRI) is over 12-fold greater in developing countries [5]. Risk factors for progression from ARI to ALRI include young age (0–11 months), gender (male), malnutrition (both macro- and micro-nutrients), lack of breast feeding, HIV infection and environmental factors such as crowding and indoor air pollution [6]. For ARI the major aetiological agents are viruses; in particular, respiratory syncytial virus (RSV) [7], influenza A, B and C virus, parainfluenza viruses and, in unvaccinated communities, measles virus are the most important. However, in 2001 a ‘new’ virus, human metapneumovirus was described [8]. It is a newly discovered rather than new virus and it appears to have similar epidemiological characteristics to RSV with most subjects having been infected by the age of 5 years. It has been detected in children in Canada [9], Australia [10] and Holland [8], as well as South Africa, Brazil and the UK (Hart et al., unpublished data). Although RSV and, presumably, human metapneumovirus do cause pneumonia, bacteria such as Streptococcus pneumoniae and Haemophilus influenzae are also major pathogens [11]. Finally, the airways in cystic fibrosis pose a particular problem of infection with bacteria [12] not usually associated with community-acquired respiratory tract infection. We have attempted to address some of the aspects of the important topic of respiratory infection in the latest Liverpool Symposium on Microbial Disease.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.132
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.018
GPT teacher head0.279
Teacher spread0.261 · 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 teacher head, not a consensus.

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

Citations0
Published2002
Admission routes1
Has abstractyes

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