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Record W4406206499 · doi:10.1002/jac5.2064

Leveraging pharmacists' scope of practice to improve access to gender‐affirming care: A scoping review

2025· review· en· W4406206499 on OpenAlexaff
Kyle John Wilby

Bibliographic record

VenueJACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY · 2025
Typereview
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsDalhousie University
Fundersnot available
KeywordsTransgenderCINAHLPsychological interventionInclusion (mineral)Scope of practiceHealth careMedicineMEDLINEData extractionScope (computer science)Family medicineNursingMedical educationPsychologyPolitical science

Abstract

fetched live from OpenAlex

Abstract Background Transgender and gender‐diverse (TGD) individuals experience health inequities at a substantially higher rate than their cisgender counterparts. Gender‐affirming care (GAC) is a lifesaving measure that encompasses a range of social, psychological, behavioral, and medical interventions designed to affirm an individual's gender identity. Access to GAC is limited worldwide and pharmacists may be optimally situated to bridge this gap. Objectives To determine strategies to improve access to GAC within community pharmacists' scope of practice for TGD patients. Methods This was a scoping review of published literature. Three databases (PubMed, Embase, and CINAHL) were searched and supplemented with a manual citation to yield 324 articles. Articles were included if they described or evaluated GAC services performed by pharmacists. Screening and extraction were conducted independently by two reviewers. Extracted data was mapped into six categories (prescribing, monitoring, patient education and counseling, healthcare advocacy, interprofessional and collaborative care, and non‐pharmacological), which were identified during the extraction process to represent GAC initiatives. Results Twenty‐one articles met the inclusion criteria from the 324 articles initially screened. Most articles were published in the United States ( n = 17). More than half of the articles described prescribing ( n = 12), monitoring ( n = 15), and patient education and counseling ( n = 17). Healthcare advocacy was mentioned in 9 articles, with interprofessional and collaborative care being mentioned in 8 articles. Non‐pharmacological care was the least mentioned among the six categories ( n = 2). Conclusions Current literature shows that pharmacists' scope of practice can be leveraged to provide GAC through prescribing medications, monitoring therapy, educating and counseling patients, advocating for TGD individuals within the healthcare system, providing collaborative care, and through the provision of non‐pharmacological GAC options.

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)0.022
metaresearch head score (Gemma)0.101
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 score0.022
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.101
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.004
Bibliometrics0.0200.019
Science and technology studies0.0010.001
Scholarly communication0.0060.006
Open science0.0020.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.270
GPT teacher head0.630
Teacher spread0.360 · 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

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACYSame topicLGBTQ Health, Identity, and PolicyFrench-language works237,207