Patients presenting with AIDS in the HAART era: a collaborative cohort analysis
Bibliographic record
Abstract
OBJECTIVE: Many patients infected with HIV still present with an AIDS diagnosis. The aim of this study was to evaluate the virological, immunological and clinical outcomes of HAART in these patients. DESIGN: The present study was a multi-cohort study. All patients with an AIDS diagnosis between 30 days before and 14 days after HIV diagnosis, recruited between 1997 and 2004 from eight hospital cohorts, were evaluated. RESULTS: A total of 760 patients were included [268 (35.3%) had pneumocystis and 168 (22.1%) tuberculosis]. Six hundred and twenty-four patients (82.1%) started HAART a median of 31 days after HIV diagnosis. One hundred and fifty-three patients started a nonnucleoside transcriptase inhibitor-based regimen (20.1%), 409 a protease inhibitor-based regimen (53.8%) and 62 other regimens (8.2%). In adjusted analyses, HAART was started sooner in more recent years, in patients with lower CD4 cell count and in those with Kaposi's sarcoma, whereas it was started later in those with tuberculosis. Five hundred and five patients (89%) attained a viral load of less than 500 copies/ml. The factors associated with a better virological response were later calendar year, lower initial viral load and cytomegalovirus disease. Virological rebound was more common in those receiving nucleoside reverse transcriptase inhibitor-based regimens, in those with tuberculosis and in earlier calendar years. One hundred and twenty-five (16%) patients died; 61 had received HAART (48.6%). Mortality was more likely in those who were older, those with a higher viral load at diagnosis, those with nonsexual HIV risks and those with lower CD4 cell count and haemoglobin levels over follow-up. CONCLUSION: Virological suppression was achieved in most AIDS patients, though mortality remains high in these individuals.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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".