Parents’ Journeys to Acceptance and Support of Gender-diverse and Trans Children and Youth
Bibliographic record
Abstract
Over the past 5 years in Canada, clinicians have observed an increasing number of gender-diverse and trans children and youth (GDTCY) accessing clinics for gender-affirming care. GDTCY who are able to access care are usually accompanied by their families, which provides a unique opportunity to integrate them into the treatment team. GDTCY have better health and social outcomes when strongly supported by their parents/caregivers. To optimize young people’s health and well-being, it is essential that we learn more about family experiences in supporting their GDTCY and in overcoming barriers to accessing services. This project is one of the first qualitative studies that aims to develop a deeper understanding of GDTCY and their parents/caregivers’ experiences of the gender-affirming care setting. This paper explores their journeys in coming to terms with their child’s gender identity, including reactions to the child’s coming out, struggles and facilitators of acceptance, and experiences in clinical settings.
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How this classification was reachedexpand
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) | 0.000 | 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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".