Indicators for continuance of childhood gender dysphoria into adulthood: A critical interpretive synthesis of literature (2000–2020)
Bibliographic record
Abstract
Introduction: Health professionals are unable to predict whether gender nonconforming distress or manifestations will continue after puberty. They also hold varied ideologies about gender. Information about these indicators lacks integration to benefit decision-making about how to intervene in childhood gender dysphoria. Aims: The aim of this review was to synthesize the literature on early indicators that anticipate the continuity of childhood gender dysphoria following puberty. A secondary aim, because of the ideological debates that underpin clinical decisions in transgender health care, was to critically interpret that literature. Methods: A critical interpretive synthesis was selected to integrate and offer a critical appraisal of literature (n=20). Results: A synthesizing argument was developed from four constructs: the intensity of gender dysphoric feelings, the child’s assertion of their gender identity, the stability of gender identity, and gender is a composite of multiple selves. Conclusions: The framing of experts’ arguments fed into presumed stability of gender identity. No single homogenous indicator can be postulated, but a compartmentalizing process is needed to understand the experiential world of a child’s gender nonconformity so that one concept (dysphoria about gender identity) can be teased apart from other investments of gender, body, and sexuality. Our constructs of the intensity of feelings and gender as a composite of multiple selves were found to challenge DSM-5 criteria. Understanding that multiple transitions may occur can help a child locate a gendered positioning in which they are comfortable. This could enable health practitioners offer affirmative care while remaining cautious about using medical treatments that cannot be reversed. The search for indicators itself, however, can be considered a historical moment, given the developments in the field in the 2 years after this review was conducted.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.048 | 0.087 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.033 | 0.017 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".