Gastrointestinal Kaposi Sarcoma in a Patient with Human Immunodeficiency Virus While On Antiretroviral Therapy
Bibliographic record
Abstract
Kaposi Sarcoma (KS) is a known complication of human immunodeficiency virus (HIV). KS may affect the gastrointestinal (GI) tract in patients and generally occurs in patients with elevated HIV viral loads or low CD4 counts. It is less common for GI-KS to occur in patients with suppressed viral loads. We present endoscopic images of a patient with non-specific GI symptoms; this patient had developed GI-KS in the context of a persistently low CD4 count despite compliance with his antiretroviral therapy and a low HIV viral load. This case highlights that GI-KS should be considered in the differential diagnosis in all HIV-positive patients with unexplained/persistent GI symptomology, even if they have low viral loads. Early recognition and appropriate therapy of GI-KS leads to significantly improved outcomes.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".