Off-Label: Lived, Embodied, and Temporal Experiences of Premenstrual Dysphoric Disorder (PMDD) in Canada
Bibliographic record
Abstract
This study describes lived, embodied, and temporal experiences of premenstrual dysphoric disorder (PMDD). Interviews were conducted with 10 people living in Canada who had PMDD and analyzed using reflexive thematic analysis (Braun & Clarke, Citation2019), informed by feminist disability theorizing (Garland-Thomson, Citation2002). Three main themes were developed: the temporal cloud, which represents the cycle of PMDD symptoms and their embodied impacts, including suicidality; the mis-sing, which encompasses mis/diagnoses, medical mistrust and mistreatment, and misunderstandings of episodic disability; and invisible suffering, which was exhibited through masking. Thus, centering lived experiences can enrich understandings of PMDD and inform high-quality care.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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 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".