Psychosocial functioning in women who have undergone bilateral prophylactic mastectomy
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
The purpose of this study was to determine the current psychosocial functioning of women who had previously had a bilateral prophylactic mastectomy. Women in the province of Ontario who had undergone prophylactic mastectomy between 1991 and 2000 were asked to complete questionnaires that assessed psychological distress, sexual activity, overall satisfaction with decision to have a prophylactic mastectomy, and body image. Ninety-seven percent of the women were satisfied with their decision to have a prophylactic mastectomy, but young women (<50 years) were less likely to report satisfaction than older women (p=0.001). Women with a strong family history of breast cancer or a BRCA1 or BRCA2 mutation experienced more cancer-related distress than those with a limited family history. Women who had reconstruction following mastectomy reported higher levels of satisfaction with general body shape and appearance than those without reconstruction. In conclusion, the majority of women were satisfied with their decision to undergo prophylactic mastectomy and were not experiencing abnormal levels of psychological distress, low levels of sexual activity, or difficulties with body image.
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 | 0.000 | 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