Gender-Related Medical Experiences of Youth Who Have Detranstioned
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
People whose gender does not align with their sex assigned at birth can undergo a medical transition process, so their body reflects their gender. However, some people interrupt this process temporarily or permanently, which is often referred to as "detransition." Media coverage of detrans experiences tend to attribute this phenomenon to a lack of medical gatekeeping. However, research has shown detransitions are highly unpredictable. The aim of this article is to examine the medical experiences of youth who have detransitioned during various stages of the process from transition to today. Twenty-five interviews with 15-25-year-old youth who detransitioned were conducted. Thematic analysis led to the development of six themes: facing gatekeeping and invalidation during transition, accessing trans care, lacking adequate support during transition, finding support in detransition, lacking support in detransition, leaving the medical system. Our results question the usefulness of gatekeeping to prevent detransition and shows that it tends to erode the trust relationship between youth and practitioners and stifle gender exploration. Validation, support, information giving as well as exploration without constrain, or expectation of outcome seems to be a more helpful way forward to work with gender diverse youth.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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