MétaCan
Menu
← Back to cohort
Record W6998231842

Access Barriers Among Transgender and Gender Diverse Youth Seeking Gender-Affirming Care in Canada: A Literature Review

2024· article· en· W6998231842 on OpenAlexaffabout

Bibliographic record

VenueMspace (University of Manitoba) · 2024
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsTransgenderInclusion (mineral)Health careMental healthScopusIntersectionalityDistressMEDLINESocial supportEthnic group
DOInot available

Abstract

fetched live from OpenAlex

Introduction: There are increasing numbers of Canadian youth who identify as genders different from their assigned sex at birth. As a result, healthcare providers are encountering more transgender and gender diverse (TGD) youth seeking gender-affirming healthcare. Unfortunately, due to the effects of gender identity-related stigma, as well as distress related to the development of secondary sex characteristics during puberty, TGD youth often have complex medical, psychological, and social needs, and face high levels of social adversity, adverse mental health outcomes, substance use, and suicidal ideation. Research provides increasing evidence that access to gender-affirming care (GAC) is crucial in improving the health and social functioning of TGD youth. Unfortunately, many Canadian TGD youth are unable to access the GAC that they need, due to numerous provider, patient and systemic barriers. Objectives: The purpose of this literature review is to identify the barriers that Canadian TGD youth face when accessing GAC, and to investigate possible solutions that can be implemented within the healthcare system to improve access to GAC for this population. Additionally, this literature review will investigate how Physician Assistants (PAs) may have a role in improving this population’s access to GAC. Methods: A literature search using PubMed and Scopus databases was performed using key terms pertaining to access barriers to gender-affirming care among TGD youth in Canada. Seven articles were found to meet the inclusion criteria and were analyzed in this literature review. Results: Seven studies explored the challenges that TGD youth in Canada experience when accessing gender-affirming care. Six studies investigated potential modifications that may be implemented to improve accessibility of GAC for TGD youth in Canada. No research was found concerning how PAs may assist in the provision of GAC for TGD youth in Canada. Conclusion: The barriers to GAC for TGD youth in Canada identified in this literature review concern delayed access to care, challenges related to systemic health system issues, lack of provider knowledge or sensitivity, and financial constraints. Strategies to improve access to GAC for TGD youth include increasing training and knowledge of all providers in GAC; advocating for policy changes to make GAC more accessible; and requiring staff of medical facilities to undergo gender-sensitivity training.

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)0.006
metaresearch head score (Gemma)0.025
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 score0.134
Threshold uncertainty score0.314

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.025
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0250.037
Science and technology studies0.0040.002
Scholarly communication0.0060.002
Open science0.0030.002
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.047
GPT teacher head0.289
Teacher spread0.242 · 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

Citations0
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueMspace (University of Manitoba)→Same topicLGBTQ Health, Identity, and Policy→French-language works237,207→