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Record W7116766899 · doi:10.1186/s12992-025-01180-x

How are sexual orientations, gender identities and expressions, and sex characteristics (SOGIESC) addressed in UN conventions, treaty bodies, and decisions: a scoping review

2025· article· en· W7116766899 on OpenAlexafffund
Mathieu Seppey, Yulia Bodryzlova, Muriel Mac-Seing, Gabriel Girard, Christina Zarowsky

Bibliographic record

VenueGlobalization and Health · 2025
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversité de Montréal
FundersFonds de Recherche du Québec - Santé
KeywordsTreatyHuman rightsInclusion (mineral)Diversity (politics)Context (archaeology)Interpretation (philosophy)

Abstract

fetched live from OpenAlex

BACKGROUND: Sexual orientations, gender identities and expressions, and sexual characteristics (SOGIESC) concepts are not mentioned in human rights treaties but are increasingly present in the activity of UN treaty bodies, resulting for instance in decisions, general comments and recommendations, concluding observations. Scholars have developed an increasing interest for this inclusion of SOGIESC in international law, more specifically human rights. However, the literature and case work of treaty bodies are not uniform but consist of a diversity of issues and cases under different conventions. A clearer understanding of the legal context could improve human rights advocates’ engagement and facilitate the inclusion of SOGIESC concepts in international human rights law. METHODS: This scoping review aims to better understand how treaty bodies address diverse SOGIESC issues, while illustrating information gaps and contemporary debates through academic literature. A search of two UN treaty bodies’ databases resulted in the inclusion of 58 documents related to treaty bodies’ activity and a search of six academic literature databases resulted in the inclusion of 57 documents that were thematically analysed. Following these key emerging themes, gaps are identified through a “Gender and Sexual Diversity Health and Wellbeing Critical Analysis”. RESULTS: While SOGIESC diversity is not mentioned within any treaty, it is nonetheless present through an evolutive interpretation of human rights treaties by treaty bodies. This evolutive interpretation can be represented by a chronology of legal events and key emerging and maturing themes such as privacy, freedom of expression and peaceful assembly, family life, health, education, sexism and stereotypes, non-refoulement and torture, bodily integrity and the best interest of the child. DISCUSSION: Various disparities based on SOGIESC are now recognised through these key issues. However cis-heteronormativity is seldomly mentioned as a root cause, leaving these disparities “unexplained” and unchanged. SOGIESC concepts are also understood separately from other intersectionalities. Key UN treaty bodies still have not made the connection with SOGIESC, including for example the Committee on the Elimination of Racial Discrimination and the Committee on the Rights of Persons with Disabilities. An important gap appears in academic literature around the mobilisation and applicability of human rights treaties by/for diverse SOGIESC individuals and communities. Treaty bodies can be further mobilised through their general comments or recommendations, concluding observations, and decisions to provide further authoritative norms protecting SOGIESC rights. Specific attention should address substantiating claims properly, with improved investigating and charging practices and with stronger partnerships with SOGIESC diverse communities.

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.112
Threshold uncertainty score0.685

Codex and Gemma teacher scores by category

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

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 head0.113
GPT teacher head0.446
Teacher spread0.332 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreReview

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

Citations1
Published2025
Admission routes2
Has abstractyes

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