Daily experiences of minority stress and mental health in transgender and gender-diverse individuals.
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
age = 25) retained in the daily surveys. Participants completed surveys for 56 days reflecting exposure to marginalization, gender nonaffirmation, internalized stigma, rumination, isolation, affect (negative, anxious, and positive affect), and mental health (anxiety and depression symptoms). Participants experienced marginalization on 25.1% of the days. Within-person analyses revealed concurrent associations between marginalization and gender nonaffirmation with increased negative and anxious affect and increased anxiety and depression symptoms, as well as associations for gender nonaffirmation and decreased positive affect. At the within-person level, there were prospective associations between marginalization and gender nonaffirmation with increased negative affect on the next day, as well as increased anxiety and depression symptoms the next week. Concurrent analyses revealed significant indirect effects with marginalization and gender nonaffirmation associated with all three affect variables and mental health via increases in internalized stigma, rumination, and isolation. However, only gender nonaffirmation was related to isolation and affect or mental health in the prospective analyses. Clinical considerations include strategies to address the immediate effects of minority stress as well as the long-term interpersonal effects. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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 | 0.004 | 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 | 0.002 |
| 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