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Record W2125672105 · doi:10.1016/j.phrp.2014.11.004

Out of Africa, Into Global Health Security Agenda

2014· article· en· W2125672105 on OpenAlexaboutno aff
Hae-Wol Cho, Chaeshin Chu

Bibliographic record

VenueOsong Public Health and Research Perspectives · 2014
Typearticle
Languageen
FieldMedicine
TopicViral Infections and Outbreaks Research
Canadian institutionsnot available
Fundersnot available
KeywordsHealth securityGlobal healthComputer scienceComputer securityPolitical scienceMedicineHealth carePublic healthLawPathology

Abstract

fetched live from OpenAlex

February 2014 witnessed the start of two remarkable public health events on Earth: The Ebola outbreak and the launch of Global Health Security Agenda (GHSA). Since the first case of the Ebola outbreak in West Africa was confirmed, the total number of suspected and confirmed cases in the Ebola hemorrhagic fever (EHF) outbreak has increased to 13,268, including 8168 laboratory-confirmed cases and 4960 deaths in Guinea, Sierra Leone, Liberia, Nigeria, Mali, Senegal, Spain, and the United States (data as of November 4, 2014) [1]. The Ebola outbreak in West Africa stresses the necessity for immediate action to establish global health security capacity to prevent, detect, and rapidly respond to biological threats like Ebola. The GHSA was launched on February 13, 2014, to secure the world from infectious disease threats and unite nations to make new, concrete commitments, and to elevate global health security as a national leaders-level priority [2].The G7 endorsed the GHSA in June 2014, and Finland and Indonesia hosted commitment development meetings in May 2014 and August 2014. Ministers and senior officials from 44 countries and leading international organizations gathered in the White House, Washington DC to make specific commitments to implement the GHSA and to work toward a commitment to assist West Africa with the needed global health security capacity within 3 years. The countries developed 11 action packages to support the GHSA. The action packages are designed to outline measurable steps required to prevent outbreaks, detect threats in real time, and rapidly respond to infectious disease threats that may occur naturally, as a result of laboratory accidents, or as an act of bioterrorism. The action packages include specific targets and indicators that can be used as a basis to measure how national, regional, and global capacities are developed and maintained over the long term. The United States has committed to assist at least 30 countries over 5 years to achieve the objectives of the GHSA and has placed a priority for actions on combating antibiotic-resistant bacteria, improving biosafety and biosecurity on a global basis, and preventing bioterrorism [3]. Ten countries have agreed to serve on the GHSA Steering Group, which will be chaired by Finland starting in 2015, with representation from countries around the world, including Canada, Chile, Finland, India, Indonesia, Italy, Kenya, the Kingdom of Saudi Arabia, the Republic of Korea, and the United States. The Steering Group is charged with tracking progress, identifying challenges, and overseeing implementation for achieving the objectives of the GHSA in support of international standards set by the World Health Organization, the Food and Agriculture Organization of the United Nations, and the World Organization for Animal Health. This includes the implementation of internationally agreed standards for core capacities, such as the World Health Organization International Health Regulations, the World Organization for Animal Health Performance of Veterinary Services Pathway, and other global health security frameworks. To provide accountability and drive progress toward GHSA goals, an independent, objective, and transparent assessment process is necessary. In this regard, independent evaluation conducted over the 5-year course of the GHSA will help to highlight gaps and needed course corrections to ensure the GHSA targets are reached. EHF is one of the aggressive infectious pathogens that has no vaccine and prophylaxis. Preparedness including vaccine development, rapid treatment, and acute diagnostic methods will be helpful in decreasing and managing the infection as is the case with many other infectious diseases. Development of suitable vaccines is the best preparedness approach that can protect from the threat of high-risk infectious diseases. In the current issue of the Osong Public Health and Research Perspectives, an article reports on the brief historical background on EHF and its vaccine development [4]. The authors mentioned that none of the vaccines tested have received regulatory approval so far; however, there is still an outbreak and spreading of EHF in Africa. The best preparedness strategy against a crisis generated by high-risk pathogens like Ebola or Marburg viruses is to stockpile vaccines after development. As a warning of the EHF outbreak, which has lethal fatality just after infection, immediate vaccination will be the most effective response against an outbreak and for controlling the spread of infection among people living in the most susceptible regions. Thus, developing effective vaccines is essential. Above the development of this kind of vaccine against high-risk pathogens such as Ebola virus, patient safety is much more important than the efficacy to prevent potential accidents. The authors conclude that the Ebola virus may be eradicated using a safe and efficient vaccine similar to the case of the smallpox virus, which was completely eliminated using the variola vaccine developed by Edward Jenner [4]. The authors' conclusion is somewhat hackneyed, but it is true that until the development of a suitable vaccine, rapid detection, response, and control measures should be carried out on a global basis. The GHSA could support the countries in need until the development of such a vaccine.

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)0.006
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.696
Threshold uncertainty score0.625

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.140
GPT teacher head0.492
Teacher spread0.352 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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".

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Citations4
Published2014
Admission routes1
Has abstractyes

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