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P3.308 The Changing Male Sex Worker Population in London (2002 – 2012)

2013· article· en· W2330174831 on OpenAlexaboutno aff
R Malek, Larissa Mulka, G King, Anthony A. Scott, D Wilkinson

Bibliographic record

VenueSexually Transmitted Infections · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePopulationDemographyNationalityLatin AmericansImmigrationGeographySocioeconomicsEnvironmental healthPolitical scienceSociologyArchaeology

Abstract

fetched live from OpenAlex

<h3>Background</h3> With freedom of movement across European borders, increasing globalisation and emergence of new major economies, the UK has seen significant changes to the composition of nationalities migrating to the UK over the last ten years. In turn this has changed the working population of the UK. The objective of this study was to investigate the changes in nationalities of male sex workers (MSW) attending a dedicated clinic for MSW in London over the last decade. <h3>Methods</h3> Clinic records for MSW attending a dedicated clinic in Central London were reviewed (1/1/2002 – 31/12/2002 and 1/1/2012 – 31/12/2012). Details of country of birth and nationality were collected for each attendee. Data was compared for each time period and grouped according to geography, and for Europe, according to traditional East - West borders. <h3>Results</h3> Data was available for 211 men in 2002 and 230 in 2012. Country/region of birth (shown as % 2002, % 2012) was UK (37%, 43%), Western Europe (21%, 12%), Eastern Europe (6%, 6%), Latin and South America (15%, 31%), SE Asia (3%, 4%), Middle East and North Africa (3%, 0.4%), Sub-Saharan Africa (6%, 2%), USA and Canada (1%, 0.4%), Australia and New Zealand (4%, 0.4%), Other (3%, 1.3%). <h3>Conclusions</h3> Nationalities of MSW attending the dedicated clinic in London have changed dramatically over the past decade. Though the majority remain UK born (37% in 2002, 43% in 2012), MSW attending from Western Europe (excluding UK) have fallen markedly (21% to 12%). The most notable increase in this period has been the number of MSW from Latin and South America (15% to 31%), the largest proportion being Brazilian (13% of total attendees in 2002, and 27% of 2012). Brazilians now account for over a quarter of MSW clinic attendees and MSW services need to adapt to support this cohort.

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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)0.001
metaresearch head score (Gemma)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

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.

Opus teacher head0.011
GPT teacher head0.267
Teacher spread0.255 · 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
Published2013
Admission routes1
Has abstractyes

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