Review and Analysis of International Transgender Adult Primary Care Guidelines
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose: To examine and critique current international clinical practice guidelines (CPGs) related to providing primary care to transgender adults and to assess their applicability to practice. Methods: A review was conducted to obtain English language clinical guidelines. Guidelines included in this review were obtained from published journals and gray literature. Guidelines were critiqued using the AGREE II instrument. Results: Seventeen documents were included in the final review. Eleven were specifically designed for primary care practitioners, whereas the remaining six were deemed applicable to primary care. Overall, across the CPGs, the scope, purpose, and clarity of presentation were done well. However, the overall methodological rigor in guideline development was poor. Many CPGs included useful tools that could be helpful for the primary care practitioner. Conclusions: CPGs can be an important support for primary care providers' clinical practice with transgender people, particularly after having received limited formal education in transgender care. Improvements in transgender health CPG rigor and transparency are needed. Future CPGs would benefit from recommendations on the nuanced discussion of gender concepts and interpersonal communication that can create conflict in health care interactions.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it