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Record W4308298507 · doi:10.1080/13691058.2022.2139414

‘I did not have sex outside of our bubble’: changes in sexual practices and risk reduction strategies among sexual minority men in Canada during the COVID-19 pandemic

2022· article· en· W4308298507 on OpenAlexafffundabout
Emerich Daroya, Cornel Grey, David Lessard, Ben Klassen, Shayna Skakoon‐Sparling, Mark Gaspar, Amaya Perez‐Brumer, Barry D. Adam, Nathan J. Lachowsky, David Moore, Jordan M. Sang, Gilles Lambert, Trevor Hart, Joseph Cox, Jody Jollimore, Darrell H. S. Tan, Daniel Grace

Bibliographic record

VenueCulture Health & Sexuality · 2022
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsSt. Michael's HospitalMcGill University Health CentreMcGill UniversityUniversity of VictoriaUniversity of WindsorCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalCommunity Based Research CentreAIDS VancouverUniversity of TorontoWestern UniversityPublic Health OntarioToronto Metropolitan University
FundersCanadian Institutes of Health ResearchMichael Smith Health Research BC
KeywordsCasualPandemicPublic healthCondomPsychologyMen who have sex with menDemographyGender studiesCoronavirus disease 2019 (COVID-19)MedicinePolitical scienceSociologyHuman immunodeficiency virus (HIV)Family medicineNursing

Abstract

fetched live from OpenAlex

In efforts to prevent the spread of COVID-19, jurisdictions across the globe, including Canada, enacted containment measures that affected intimacy and sexual relations. This article examines how public health measures during COVID-19 impacted the sexual practices of sexual minority men— gay, bisexual, queer and other men who have sex with men—and how they adopted and modified guidelines to prevent the transmission of COVID-19, HIV and other sexually transmitted infections (STIs). We conducted 93 semi-structured interviews with men (n = 93) in Montreal, Toronto and Vancouver, Canada, between November 2020 to February 2021 (n = 42) and June to October 2021 (n = 51). Across jurisdictions, participants reported changes to sexual practices in response to public health measures and shifting pandemic contexts. Many men indicated that they applied their HIV/STI risk mitigation experiences and adapted COVID-19 prevention strategies to continue engaging in casual sexual behaviours and ensure sexual safety. ‘Social bubbles’ were changed to ‘sex bubbles’. Masks were turned into ‘safer’ sex tools. ‘Outdoor gathering’ and ‘physical distancing’ were transformed into ‘outdoor sex’ and ‘voyeuristic masturbation’. These strategies are examined in connection to the notion of ‘reflexive mediation’ to illustrate how sexual minority men are simultaneously self-responsibilising and resistant, self-monitoring and creative.

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 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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.051
Threshold uncertainty score0.167

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0120.005
Scholarly communication0.0040.001
Open science0.0010.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.101
GPT teacher head0.425
Teacher spread0.324 · 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 designQualitative
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

Citations24
Published2022
Admission routes3
Has abstractyes

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