Bilateral Chylothorax. An Unusual Presentation in the Course of Immune Reconstitution Inflammatory Syndrome, HIV Infection and Kaposi’s Sarcoma: A Case Report
Bibliographic record
Abstract
Immune reconstitution inflammatory syndrome (IRIS) is a term used to describe the paradoxical worsening of a pre-existing infection or the presentation of a previously undiagnosed condition in HIV-infected patients soon after commencement of antiretroviral therapy (ART). We report a case of a patient with HIV infection and Kaposi sarcoma, who developed bilateral chylothorax as a manifestation of IRIS, after the initiation of highly active antiretroviral therapy. Bilateral chylothorax is extremely rare and has been associated with significant morbidity and mortality. We present here the successful management with bilateral video-assisted thoracic surgery. J Med Cases. 2014;5(1):40-42 doi: http://dx.doi.org/10.4021/ jmc1630w
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".