[A new form of Kaposi sarcoma].
Bibliographic record
Abstract
BACKGROUND: Kaposi sarcoma is an vascular neoplasm caused by infection with human herpesvirus-8. Known risk groups are Mediterranean, eastern European Jewish and African ancestry men or men with AIDS. Nowadays we distinguish more subgroups. CASE DESCRIPTION: We present a healthy 39 year old man with a lesion on the right foot, having homosexual contacts, without HIV infection. Previous histology revealed signs of hemangioma. Recent clinical signs and histology confirmed multifocal Kaposi sarcoma. He was treated with radiotherapy. We also present a 65 year old MSM with and a lesion on the sole of the foot. Histology revealed for a solitary nodular Kaposi sarcoma. A short term relapse after surgical excision occurred. CONCLUSION: Kaposi sarcoma is subdivided into different categories. Kaposi Sarcoma in HIV-negative MSM is seen more frequently today, yet usually shows an indolent course. An adjusted less aggressive treatment and follow-up is therefore justified.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.004 |
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".