Bibliographic record
Abstract
I am delighted to introduce the inaugural issue of The Lancet Global Health. It is very likely that you are reading this online, this being an online-only journal, although we have also printed this first issue in order to showcase the journal to readers of The Lancet. What is certain is that, in accessing this article, and all the other articles in this journal, you will have met with no registration barrier or paywall, for this is also an open-access journal—the first Lancet journal so-designated. All the articles remain the property of the authors, and reuse by others is permitted under a variety of Creative Commons licences, from the most restrictive to the most liberal, according to authors' own preferences. The journal's gestation began with a call for papers back in March, and the subsequent influx of high-quality submissions—from Pakistan, South Africa, Australia, Egypt, Nigeria, Canada, India, Italy, Laos, the USA, China, the UK, Uganda, the Netherlands, Kenya, Switzerland, and Malawi—has been wonderful to see. More papers from South America would be welcome. This month's issue contains a delightfully diverse selection of that research, together with Comments and Correspondence. The first two research papers complement the recent Lancet Series on maternal and child nutrition. Gretchen Stevens and colleagues' systematic analysis shows how the prevalence of anaemia in women and children has changed since the mid-1990s, with a slow decline overall but little improvement in some regions such as south Asia and central and west Africa. The findings provide a good baseline from which to work towards WHO's global target to reduce anaemia in women by 50% by 2025. Continuing the global estimates theme, Anne C C Lee and colleagues put a figure (32·4 million, or 27% of all livebirths) to the burden of intrauterine growth restriction in 138 low-income and middle-income countries. They go on to unpick the relative contribution of intrauterine growth restriction and preterm birth (being born either “too small or too soon”) to the prevalence of low birthweight (defined as <2500 g). Regional differences are striking: whereas 65% of low-birthweight babies in south Asia are born at term and growth-restricted, the figure is only 43% in sub-Saharan Africa, where the majority of low birthweight is attributable to preterm birth. Lee and colleagues remind us that, although these numbers might be hard to reduce, plenty of low-cost care options exist for babies born too small or too soon (or both). The third article in the issue represents a truly impressive analysis with immediate practical relevance in low-income and middle-income countries. Nathan Congon and colleagues from across ten countries in Asia, Africa, and Latin America aimed to ascertain whether early (3-day) follow-up after cataract surgery was as accurate as standard 40-day follow-up in assessing the quality of surgery—a vital outcome measure in the evaluation of scaled-up cataract surgery programmes in high-burden areas. They found that it was. Early follow-up—ie, at hospital discharge—is vastly more convenient for patients who may have to travel long distances to the hospital (and half of whom never return for the 40-day follow up) and is likely to be much more cost-effective for hospitals in terms of averting the need to chase up non-returners. The final research paper, from Laos, is an excellent example of a locally relevant paper with the sort of well designed, rigorous methodology that can (and should) be adapted to other settings worldwide. Mayfong Mayxay and colleagues aimed to uncover the main causes of non-malarial fever in the country and to try to suggest the best empirical treatment for such patients in the absence of any current recommendations. In identifying leptospirosis and scrub typhus as important treatable causes, the authors suggest that “Empirical treatment with doxycycline… could be an appropriate strategy for rural health workers in Laos”. This practical finding, based on as solid an evidence base as is probably possible in such a challenging environment, is exactly the sort of work The Lancet Global Health is looking to support in the years ahead. I encourage you to read all the Articles and their contextualising Comments, Richard Feachem and colleagues' rousing unlinked Comment on malaria elimination, and the Correspondence letters on drug availability and public health in Pakistan. Do also visit our accompanying blog, which this week features a guest post by Sweden's Global Health Ambassador Anders Nordström. I hope you enjoy this first issue and will use the site's online commenting feature to let us know what you think. Global, regional, and national trends in haemoglobin concentration and prevalence of total and severe anaemia in children and pregnant and non-pregnant women for 1995–2011: a systematic analysis of population-representative dataChildren's and women's haemoglobin statuses improved in some regions where concentrations had been low in the 1990s, leading to a modest global increase in mean haemoglobin and a reduction in anaemia prevalence. Further improvements are needed in some regions, particularly south Asia and central and west Africa, to improve the health of women and children and achieve global targets for reducing anaemia. Full-Text PDF Open AccessNational and regional estimates of term and preterm babies born small for gestational age in 138 low-income and middle-income countries in 2010The burden of small-for-gestational-age births is very high in countries of low and middle income and is concentrated in south Asia. Implementation of effective interventions for babies born too small or too soon is an urgent priority to increase survival and reduce disability, stunting, and non-communicable diseases. Full-Text PDF Open AccessAssessment of cataract surgical outcomes in settings where follow-up is poor: PRECOG, a multicentre observational studyEarly vision assessment for all patients and follow-up assessment only for patients who return to the clinic without prompting are valid measures of operative quality in settings where follow-up is poor. Full-Text PDF Open AccessCauses of non-malarial fever in Laos: a prospective studyOur findings suggest that a wide range of treatable or preventable pathogens are implicated in non-malarial febrile illness in Laos. Empirical treatment with doxycycline for patients with undifferentiated fever and negative rapid diagnostic tests for malaria and dengue could be an appropriate strategy for rural health workers in Laos. Full-Text PDF Open AccessMalaria eradication: is it possible? Is it worth it? Should we do it?The malaria map is rapidly shrinking. In 1900, endemic malaria was present in almost every country. Nowadays, the disease has been eliminated in 111 countries and 34 countries are advancing towards elimination.1 Elimination is defined as the absence of transmission in a defined geography—typically a country.2 Successful malaria control programmes in the remaining 64 countries with ongoing transmission have helped to reduce global incidence by 17% and mortality by 26% since 2000.3 For the 34 eliminating countries, the reductions were 85% in incidence and 87% in mortality. Full-Text PDF Open Access
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 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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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.
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".