Fatal Disseminated <i>Cryptococcus</i> as the Initial Presentation of HIV Infection in the Era of Highly Active Antiretroviral Therapy
Bibliographic record
Abstract
Despite the availability of highly active antiretroviral treatment, many HIV-positive patients still present for the first time with a low CD4 count or an acquired immune deficiency syndrome (AIDS) defining illness. This may be due to patients' refusal to be tested for HIV, delay in seeking medical treatment, or the misdiagnosis of an AIDS-associated condition. We present a 39-year-old African American male with undiagnosed HIV, who died shortly after arrival to the emergency room. An autopsy was performed at the Dallas County Medical Examiners' Office, and the cause of death was determined to be disseminated cryptococcosis. Further investigation at autopsy revealed HIV 1/2 antibody positivity and HIV western blot positivity. This case demonstrates the importance of considering complications of HIV as a cause of death, even when the patient has no prior history.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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".