Bibliographic record
Abstract
On September 27, 2016, the Pan American Health Organization (PAHO) verified that the Americas had eliminated endemic measles transmission.1Pan American Health OrganizationRegion of the Americas is declared free of measles.http://www.paho.org/hq/index.php?option=com_content&view=article&id=12528&Itemid=1926&lang=enGoogle Scholar This phenomenal achievement provides irrefutable empirical evidence supporting the determination reached by a global technical consultation, convened by WHO in 2010, that global measles eradication is biologically, technically, and operationally feasible.2World Health OrganizationProceedings of the global technical consultation to assess the feasibility of measles eradication.J Infect Dis. 2011; 204: S4-13Crossref PubMed Scopus (43) Google Scholar The prospect of a world where no child dies because of measles has resonated with global leaders and all WHO regions have established goals to eliminate measles by 2020 or before. Against this backdrop of proven feasibility and stated political will, it is truly disappointing that the recently completed mid-term review of the Global Measles and Rubella Strategic Plan, 2012–2020, states that “recent years have seen a slowing of progress” and “it is premature to set a timeframe for eradication at this point”.3Mid-term Review of the Global Measles and Rubella Strategic Plan, 2012–2020.http://www.who.int/immunization/sage/meetings/2016/october/1_MTR_Report_Final_Color_Sept_20_v2.pdf?ua=1Google Scholar The increasing global coverage with measles vaccination accounted for a cumulative estimated 17·1 million lives saved between 2000 and 2015.4Measles and Rubella InitiativeAnnual report 2015.http://measlesrubellainitiative.org/annual-report-2015/Google Scholar However, with the stagnation of progress, tragically an estimated 114 900 people, mostly children, died due to measles in 2014.5Centres for Disease Control and PreventionProgress toward regional measles elimination—worldwide. 2000–2014.MMWR Morb Mort Wkly Rep. 2015; 64: 1246-1251Crossref PubMed Scopus (61) Google Scholar These deaths could have been prevented with a simple, safe, cost-effective health measure—timely measles vaccination. The gains in reducing measles mortality and morbidity are fragile—each new birth cohort requires effective vaccine delivery to ensure that at least 95% of individuals are immune or measles virus comes back with a vengeance to discover the immunity gaps.6Durrheim DN Crowcroft NS Strebel PM Measles—the epidemiology of elimination.Vaccine. 2014; 32: 6880-6883Crossref PubMed Scopus (84) Google Scholar Unfortunately many mature immunisation programmes have cohorts of older children or young adults remaining susceptible to measles owing to incomplete reach of immunisation programmes in previous years. Once children leave school, they are difficult to reach with immunisation. Global surveillance data show 40% of confirmed cases in the European region and 29% in the Western Pacific region were 15 years of age or older, and 19% in the European region and 13% in the Western Pacific region were 25 years of age or older. 7Closing immunity gaps in older children and adults towards measles and rubella eliminationSabin Vaccine Institute.http://www.sabin.org/closing-immunity-gaps-older-children-and-adults-towards-measles-and-rubella-eliminationGoogle Scholar Waning immunity could be more important than previously recognised with the window for eradicating measles potentially closing. Older generations, who were immune through natural infection, are dying and being replaced with infants with lower levels of immunity who are born to mothers immune through vaccination. Reinfection of fully vaccinated individuals with transmission of infection to others might present a real risk in elimination settings where natural boosting is no longer occurring.8Sowers SB Rota JS Hickman CJ et al.High concentrations of measles neutralizing antibodies and high-avidity measles IgG accurately identify measles reinfection cases.Clin Vaccine Immunol. 2016; 23: 707-716Crossref PubMed Scopus (46) Google Scholar Sustaining herd immunity while the rest of the world catches up is now the greatest challenge facing the Americas and countries in other regions that have been verified as having interrupted endemic measles transmission. Responding to outbreaks in countries that have achieved, or are close to achieving, elimination of endemic transmission can be enormously expensive and disruptive to the health service and society. Thus, it is not surprising that the Columbian Minister of Health, Alejandro Gaviria Uribe, will present a resolution calling for a measles eradication target date at the 2017 World Health Assembly, a proposal supported by all Latin American Ministers of Health.9Ibero-American Meeting of Ministers of HealthLos Ministros de Salud Iberoamericanos recomiendan fortalecer la salud de los jóvenes.http://segib.org/los-ministros-de-salud-iberoamericanos-recomiendan-fortalecer-la-salud-de-los-jovenes/Date: 2016Google Scholar Measles vaccination, providing each child with two immunisation doses either through the routine programme or campaigns, is one of the most cost-effective public health interventions but eradication is even more financially attractive because treatment costs for measles infections are avoided (>US$2 billion per year) and prevents disability-adjusted life year (DALY) losses prevented (>15 million DALYs per year valued at >$63 billion).10Thompson KM Odahowski CL Systematic review of health economic analyses of measles and rubella immunization interventions.Risk Analysis. 2016; 36: 1297-1314Crossref PubMed Scopus (19) Google Scholar Measles vaccination can also prevent congenital rubella syndrome through combining measles and rubella vaccines, and there is the potential to add a range of other health interventions. Important ethical drivers exist to complete measles eradication. The 1989 Convention on the Rights of the Child states that children have the right to the best health care possible and that rich countries should help poorer countries achieve this. Every government and the international donor community have a duty of care to ensure that children enjoy the protection offered by measles vaccine, which is both affordable and effective in preventing severe disease and death. The rule of rescue demands that those that are able, in this case governments and international donors, rescue identifiable individuals facing avoidable death if personal sacrifice is not excessive. Because children who are at high-risk for missing out on vaccine, including migrants, nomadic communities, and the rural poor, are often at greatest risk of severe disease because of poor nutrition, co-infections, and limited access to health care, reaching them with immunisation can have a real effect on health inequities. Measles could be called the equity virus: without vaccination, everyone gets measles, and without equitable health-care systems to deliver vaccination, measles will continue to present a threat to the most vulnerable. We should not risk waiting for the perfect day to set a target. An aspirational vision could fan the flames of optimism we need to drive us to the target of eradication faster. The world needs a global measles eradication target supported by a global verification commission; we should not settle for less. We declare no competing interests.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".