Molar pregnancy: a qualitative study of personal experiences and societal narratives of loss
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
Background/Aims Molar pregnancy is a rare complication of pregnancy. Patients face surgery, human chorionic gonadotropin monitoring and potentially systemic treatment, resulting in unique support needs. This study's aim was to explore the impacts of gestational trophoblastic disease on embodied and emotional experience. Methods This qualitative study considered stories of molar pregnancy from 20 women in the UK, US, Canada and Australia. These were drawn from 18 publicly available online blogs and eight semi-structured interviews, and analysed thematically. Results Three themes were developed: ‘loss’, describing women's responses to their pregnancy ending; ‘isolation’, comprising ‘rarity’, ‘lack of awareness’ and support seeking; and ‘alienation’, capturing the unfamiliarity of diagnosis, ‘failure’ and barriers to ‘moving forward’. Conclusions Experiences are shaped by wider narratives of ‘typical’ pregnancy. Patient care requires an individualised and responsive approach, and non-specialist practitioners should feel confident in discussing molar pregnancy and have access to up-to-date guidance.
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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 | 0.000 | 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 | 0.000 |
| 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