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Record W4206117119 · doi:10.1093/bjsopen/zrac001

Global surgery education in Europe: a landscape analysis

2022· article· en· W4206117119 on OpenAlexaff
Lotta Velin, Adriana C. Panayi, Iris Lebbe, Emmanuelle M. Koehl, Gauthier Willemse, Dominique Vervoort

Bibliographic record

VenueBJS Open · 2022
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsGeographyMedicine

Abstract

fetched live from OpenAlex

Dear Editor Globally, there is a large unmet need for safe, timely and affordable surgical healthcare1. Since the 2015 Lancet Commission on Global Surgery, the movement has grown, including development of National Surgical, Obstetric and Anaesthesia Plans (NSOAPs)2 and increased demand for global surgery opportunities3,4; however, little is known about academic global surgery in Europe. The authors performed an analysis of global surgery educational programmes and opportunities across Europe, which may serve as a reference for trainees and attendings interested in global surgery and benchmarks for budding programmes. A list of medical schools in the European Economic Area, UK and Switzerland was obtained from the World Directory of Medical Schools5. For each institution, websites and grey literature were reviewed to determine the presence of: centres/initiatives in global surgery, official educational programmes in global surgery or in global health with a surgery track, and ad hoc academic global surgery opportunities (defined as activities not under the umbrella of a centre or educational programme; excluding student-only groups). All opportunities were reviewed, and the following variables extracted: year of onset, partner countries, nature of activities and main working language. The authors identified 347 medical schools across 31 countries in Europe. Sixteen (4.6 per cent) universities had a global surgery centre (Fig. 1); most (10 centres) were in the UK, followed by Sweden and Norway (2 centres each). Most (10 centres) worked primarily in English. Partner countries were listed by 10 centres, which included 55 countries, of which 40 (73 per cent) were in the African region, five (9 per cent) in the Pan-American region, and four (7 per cent) in the South-East Asian region. The most common partner countries were Sierra Leone (n = 7), India (n = 4), and Ethiopia (n = 4). Non-specific surgery centres or initiatives constituted five of the centres, whereas four were centres or initiatives working on specific global surgery issues, such as trauma/injury or burn injuries, and three were global health centres with a targeted global surgery group. The majority (12 centres) incorporated research in their work, seven had capacity-building components, and three had formal education opportunities (for example, electives or special study modules). Global surgery centres in Europe by country, type of activities, and partner countries Global surgery centres in Europe by country, type of activities, and partner countries Five (1.4 per cent) universities had global surgery educational programmes, of which one had a global surgery elective, one had an elective in global surgery and paediatrics, one had a global health master programme with a surgery track, and one had an elective in humanitarian surgery. The Royal College of Surgeons in Ireland offered two programmes through the School of Medicine in Dublin: one Master programme in surgery with one module on ‘Surgery in the developing world,’ and one Master programme in Surgical Science and Practice with a global surgery submodule. The authors identified ad hoc opportunities in 19 universities (5.5 per cent), of which 12 had structured research projects and seven had educational opportunities, such as summer schools, lecture series and conferences. The findings suggest that academic global surgery opportunities remain relatively scarce in Europe. The authors propose expansion of global surgery education in Europe to meet the large interest among trainees and strengthen the role of European stakeholders in the global surgery discourse. It is unclear if the centres identified in this study had access to funding and limited information was available on the presence of faculty members and scholarships. Mobilizing increased funding might broaden opportunities for trainees from Europe and beyond. Disclosure. The authors declare no conflict of interest.

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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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.007
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0000.002
Research integrity0.0010.001
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 head0.025
GPT teacher head0.356
Teacher spread0.331 · 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 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".

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Citations9
Published2022
Admission routes1
Has abstractno

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