Age, Autonomy, and Authority of Knowledge: Discursive Constructions of Youth Decision-Making Capacity and Parental Support in Transgender Minors’ Accounts of Healthcare Access
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
While access to care is known to improve health outcomes for transgender youth, these youth often face challenges in accessing care related to decision-making capacity and the legal limitations regarding age of consent. In this study, we utilize discourse analytic methods to identify how notions of age, autonomy, and authority of knowledge influence transgender youths’ ability to make agentic decisions about their bodies and health, and better understand the power dynamics present in youths’ relations with parents and providers. We conducted 11 one-on-one interviews with transgender youth between the ages of 13 to 17 and one focus group with high school-age trans youth ( n = 8) in the Seattle-Tacoma area of Washington state. We identified two sets of discourses: (1) discourses of autonomy, which included self-determination, confidentiality, and authority of knowledge and (2) discourses of support, which included role ambiguity, trust/mistrust, and good and bad parents. Findings from this study highlight power dynamics present in trans youths’ relations with parents and providers.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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