Quality of life and sexual function of women of reproductive age with urinary incontinence problems
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
AMA Wągrodzka P, Dębowska W, Dębowska M, Szulc A. Quality of life and sexual function of women of reproductive age with urinary incontinence problems. Psychiatria Spersonalizowana. 2023;2(2):69-75. doi:10.5114/psychs.2023.131975. APA Wągrodzka, P., Dębowska, W., Dębowska, M., & Szulc, A. (2023). Quality of life and sexual function of women of reproductive age with urinary incontinence problems. Psychiatria Spersonalizowana, 2(2), 69-75. https://doi.org/10.5114/psychs.2023.131975 Chicago Wągrodzka, Patrycja, Weronika Dębowska, Marta Dębowska, and Agata Szulc. 2023. "Quality of life and sexual function of women of reproductive age with urinary incontinence problems". Psychiatria Spersonalizowana 2 (2): 69-75. doi:10.5114/psychs.2023.131975. Harvard Wągrodzka, P., Dębowska, W., Dębowska, M., and Szulc, A. (2023). Quality of life and sexual function of women of reproductive age with urinary incontinence problems. Psychiatria Spersonalizowana, 2(2), pp.69-75. https://doi.org/10.5114/psychs.2023.131975 MLA Wągrodzka, Patrycja et al. "Quality of life and sexual function of women of reproductive age with urinary incontinence problems." Psychiatria Spersonalizowana, vol. 2, no. 2, 2023, pp. 69-75. doi:10.5114/psychs.2023.131975. Vancouver Wągrodzka P, Dębowska W, Dębowska M, Szulc A. Quality of life and sexual function of women of reproductive age with urinary incontinence problems. Psychiatria Spersonalizowana. 2023;2(2):69-75. doi:10.5114/psychs.2023.131975.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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