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Record W2949318176 · doi:10.1108/dat-10-2018-0045

Let’s talk about chemsex and pleasure: the missing link in chemsex services

2019· article· en· W2949318176 on OpenAlexaffabout
Jorge Flores-Aranda, Mathieu Goyette, Valérie Aubut, Maxime Blanchette, Frédérick Pronovost

Bibliographic record

VenueDrugs and Alcohol Today · 2019
Typearticle
Languageen
FieldMedicine
TopicHIV, Drug Use, Sexual Risk
Canadian institutionsUniversité du Québec à Trois-RivièresUniversité de Sherbrooke
Fundersnot available
KeywordsPleasureFeelingMephedroneHuman sexualityPsychologyThematic analysisFocus groupPerceptionMedicineSocial psychologyQualitative researchPsychotherapistPsychiatrySociologyGender studies

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to document the experience of current and former methamphetamine users on their crystal meth use patterns and on their use of services related to their chemsex practice. Design/methodology/approach For qualitative component, two focus groups were formed with nine current users of methamphetamine and eight former users. Thematic analysis was performed to know their experiences. Findings All participants were already engaging in chemsex with various substances before they first started using methamphetamine. Methamphetamine use led some to slam (methamphetamine or mephedrone injection). Some participants report that their sexual experiences were intensified early in their chemsex practice. They reported feeling more confident with their partners, feeling like they are sexually attractive and overcoming their barriers to sexuality. The intensification of methamphetamine use and, in particular, injection change the positive perception of sexual life. Thus, for some participants, substance use takes more space and their sexual experiences become less satisfactory. Practical implications Participants report the services that address the phenomenon of chemsex are still scarce in Quebec province. In addition, the few services available aim to relearn a sober sexuality. However, the mourning of the positive aspects of chemsex on sexual experiences seems still very little discussed. Greater consideration of positive chemsex experiences is needed in services that address this issue. Originality/value This project documented the perception of pleasure related to sexual practices among regular methamphetamine users. Their perception of pleasure will help develop services adapted to their reality.

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)0.004
metaresearch head score (Gemma)0.007
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 score0.177
Threshold uncertainty score0.353

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0150.014
Scholarly communication0.0070.007
Open science0.0010.007
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0150.001

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 head0.026
GPT teacher head0.306
Teacher spread0.280 · 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

Citations28
Published2019
Admission routes2
Has abstractyes

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