Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy
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
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Bolewska A, Słowińska M, Bożek P, Czuwara J, Paluchowska E, Owczarek W. Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2019;36(4):498-500. doi:10.5114/ada.2019.87455. APA Bolewska, A., Słowińska, M., Bożek, P., Czuwara, J., Paluchowska, E., & Owczarek, W. (2019). Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 36(4), 498-500. https://doi.org/10.5114/ada.2019.87455 Chicago Bolewska, Aleksandra, Monika Słowińska, Paulina Bożek, Joanna Czuwara, Elwira Paluchowska, and Witold Owczarek. 2019. "Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy". Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii 36 (4): 498-500. doi:10.5114/ada.2019.87455. Harvard Bolewska, A., Słowińska, M., Bożek, P., Czuwara, J., Paluchowska, E., and Owczarek, W. (2019). Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 36(4), pp.498-500. https://doi.org/10.5114/ada.2019.87455 MLA Bolewska, Aleksandra et al. "Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy." Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, vol. 36, no. 4, 2019, pp. 498-500. doi:10.5114/ada.2019.87455. Vancouver Bolewska A, Słowińska M, Bożek P, Czuwara J, Paluchowska E, Owczarek W. Prurigo pigmentosa: not that uncommon? First case in Central and Eastern Europe. Dermoscopy. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2019;36(4):498-500. doi:10.5114/ada.2019.87455.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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