Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Żychowska M, Batycka-Baran A, Woźniak Z, Maj J. Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2017;34(5):504-506. doi:10.5114/ada.2017.71122. APA Żychowska, M., Batycka-Baran, A., Woźniak, Z., & Maj, J. (2017). Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 34(5), 504-506. https://doi.org/10.5114/ada.2017.71122 Chicago Żychowska, Magdalena, Aleksandra Batycka-Baran, Zdzisław Woźniak, and Joanna Maj. 2017. "Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course". Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii 34 (5): 504-506. doi:10.5114/ada.2017.71122. Harvard Żychowska, M., Batycka-Baran, A., Woźniak, Z., and Maj, J. (2017). Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, 34(5), pp.504-506. https://doi.org/10.5114/ada.2017.71122 MLA Żychowska, Magdalena et al. "Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course." Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii, vol. 34, no. 5, 2017, pp. 504-506. doi:10.5114/ada.2017.71122. Vancouver Żychowska M, Batycka-Baran A, Woźniak Z, Maj J. Blastic plasmacytoid dendritic cell neoplasm: a rare lymphoma of extremely aggressive course. Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii. 2017;34(5):504-506. doi:10.5114/ada.2017.71122.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".