Outcomes of Cryptococcal Meningitis in Uganda Before and After the Availability of Highly Active Antiretroviral Therapy
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Cryptococcal meningitis (CM) is the proximate cause of death in 20%-30% of persons with acquired immunodeficiency syndrome in Africa. METHODS: Two prospective, observational cohorts enrolled human immunodeficiency virus (HIV)-infected, antiretroviral-naive persons with CM in Kampala, Uganda. The first cohort was enrolled in 2001-2002 (n = 92), prior to the availability of highly active antiretroviral therapy (HAART), and the second was enrolled in 2006-2007 (n = 44), when HAART was available. RESULTS: Ugandans presented with prolonged CM symptoms (median duration, 14 days; interquartile range, 7-21 days). The 14-day survival rates were 49% in 2001-2002 and 80% in 2006 (P < .001). HAART was started 35 +/- 13 days after CM diagnosis and does not explain the improved 14-day survival rate in 2006. In 2006-2007, the survival rate continued to decrease after hospitalization, with only 55% surviving to initiate HAART as an outpatient. Probable cryptococcal-related immune reconstitution inflammatory syndrome occurred in 42% of patients, with 4 deaths. At 6 months after CM diagnosis, 18 persons (41%) were alive and receiving HAART in 2007. The median cerebral spinal fluid (CSF) opening pressure was 330 mm H(2)O; 81% of patients had elevated pressure (>200 mm H(2)O). Only 5 patients consented to therapeutic lumbar puncture. There was a trend for higher mortality for pressures >250 mm H(2)O (odds ratio [OR], 2.1; 95% confidence interval [CI], 0.9-5.2; P = .09). Initial CSF WBC counts of <5 cells/mL were associated with failure of CSF sterilization (OR, 17.3; 95% CI, 3.1-94.3; P < .001), and protein levels <35 mg/dL were associated with higher mortality (OR, 2.0; 95% CI, 1.2-3.3; P = .007). CONCLUSIONS: Significant CM-associated mortality persists, despite the administration of amphotericin B and HIV therapy, because of the high mortality rate before receipt of HAART and because of immune reconstitution inflammatory syndrome-related complications after HAART initiation. Approaches to increase acceptance of therapeutic lumbar punctures are needed.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it