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Record W4405641446 · doi:10.1080/26895269.2024.2443753

Gender-affirming healthcare for incarcerated transgender and gender diverse people: An international scoping review

2024· article· en· W4405641446 on OpenAlexaff
Lin Tong, Martha Paynter

Bibliographic record

VenueInternational Journal of Transgender Health · 2024
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity of New BrunswickSaint Mary's University
Fundersnot available
KeywordsTransgenderGender identityHealth careTransgender peopleTransgender PersonGender diversityGender dysphoriaIntersectionalityGender studiesPsychologySociologyPolitical science

Abstract

fetched live from OpenAlex

Background: Transgender and gender diverse (TGD) people face unique challenges and have distinct needs while incarcerated. Gender-affirming healthcare improves mental health outcomes and supports gender transition. While in recent years, correctional institutions have begun to recognize and address the gender-affirming healthcare needs of TGD people, there is a lack of understanding and awareness of TGD people's experiences when accessing gender-affirming healthcare while incarcerated. Aims/Method: We conducted a scoping review on international empirical research published from 2018 to 2024 on TGD people's experiences with gender-affirming healthcare while incarcerated using the Joanna Briggs Institute methodology. A search of the databases Web of Science, PsycInfo, and PubMed was completed on May 6, 2024. The data was analyzed using thematic analysis with an abolition feminist framework and transformative approach. Results: Our search yielded 15 studies published between 2018 and 2024, across eight countries. The studies included qualitative and quantitative method designs. The main outcomes of interest were hormone replacement therapy (HRT), staff competency and training, institutional policies, gender-affirming surgeries, and mental health. Conclusions: Findings from this review highlight the need for consistent, adequate, trans-informed gender-affirming healthcare for all TGD people experiencing incarceration. TGD people frequently face institutional and interpersonal barriers when trying to access gender-affirming healthcare. There is a need for culturally-informed training for correctional staff and clear policies in correctional settings to ensure the delivery of adequate and gender-affirming healthcare.

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)0.010
metaresearch head score (Gemma)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.013
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0130.011
Science and technology studies0.0020.002
Scholarly communication0.0040.003
Open science0.0020.003
Research integrity0.0030.002
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 head0.215
GPT teacher head0.515
Teacher spread0.300 · 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 designSystematic review
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

Citations6
Published2024
Admission routes1
Has abstractyes

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