Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations
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 Błażewicz I, Szczerkowska-Dobosz A, Pęksa R, Stawczyk-Macieja M, Barańska-Rybak W, Nowicki R. Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2015;32(6):475-477. doi:10.5114/pdia.2015.48060. APA Błażewicz, I., Szczerkowska-Dobosz, A., Pęksa, R., Stawczyk-Macieja, M., Barańska-Rybak, W., & Nowicki, R. (2015). Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 32(6), 475-477. https://doi.org/10.5114/pdia.2015.48060 Chicago Błażewicz, Izabela, Aneta Szczerkowska-Dobosz, Rafał Pęksa, Marta Stawczyk-Macieja, Wioletta Barańska-Rybak, and Roman Nowicki. 2015. "Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations". Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii 32 (6): 475-477. doi:10.5114/pdia.2015.48060. Harvard Błażewicz, I., Szczerkowska-Dobosz, A., Pęksa, R., Stawczyk-Macieja, M., Barańska-Rybak, W., and Nowicki, R. (2015). Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 32(6), pp.475-477. https://doi.org/10.5114/pdia.2015.48060 MLA Błażewicz, Izabela et al. "Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations." Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, vol. 32, no. 6, 2015, pp. 475-477. doi:10.5114/pdia.2015.48060. Vancouver Błażewicz I, Szczerkowska-Dobosz A, Pęksa R, Stawczyk-Macieja M, Barańska-Rybak W, Nowicki R. Interstitial granulomatous dermatitis: a characteristic histological pattern with variable clinical manifestations. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2015;32(6):475-477. doi:10.5114/pdia.2015.48060.
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