“Coming home to my body”: A qualitative exploration of gender-affirming care-seeking and mental health
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
Among transgender, non-binary, and/or gender expansive (TNG) persons, interest in medical and/or surgical forms of gender affirmation is heterogenous, as is access to those forms of medically necessary health care. Yet, the literature characterizing TNG persons' interest in medical and/or surgical gender-affirming care, barriers to accessing that care, and how societal narratives and expectations impact TNG individuals' self-image and mental health, as well as their personal choices regarding gender-affirming care remains sparse. Here we present qualitative research exploring TNG participants' interest in gender-affirming care and how such interventions impact identity formation. We conducted loosely structured interviews with a convenience sample of 54 TNG persons in the U.S. and Canada from Facebook pages used to recruit TNG research participants. One-hour interviews were conducted by an openly TNG researcher; participants were compensated. The most frequently sought gender-affirming care was hormone therapy, followed by chest ("top") surgery, genital ("bottom") surgery, electrolysis, breast augmentation, hysterectomy, and voice training. Less commonly desired interventions included fertility preservation, facial feminization/masculinization, and vocal surgery. Participants described four main categories of access barriers: financial (e.g., cost of medical/surgical care, inadequate insurance), logistical (e.g., no local providers, gatekeeping policies around body size and mental health, pandemic-related delays), personal fears about sub-optimal outcomes (e.g., complications, loss of sensation, undesired aesthetic and/or functional results), and societal discrimination (e.g., familial rejection, job loss, safety concerns). Participants reported primarily seeking this healthcare for social legibility, alleviating dysphoria/pursuing euphoria, and/or gender exploration. All who sought gender-affirming care reported improved mental health-including depression, anxiety, dissociation, and eating disorders-and social relationships, though many struggled to find TNG-competent mental health providers. This work provides key insights into how gender-affirming care can contribute to improving mental health for TNG communities, which will assist health providers in optimally treating TNG patients.
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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 | 0.003 | 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 | 0.001 | 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) | 0.000 | 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