636. <i>Pneumocystis</i> Pneumonia Outcomes in Solid Organ Transplant Recipients and Patients Living with HIV: A Population-Based Study Over 20 Years (2002-2022) in Ontario, Canada
Bibliographic record
Abstract
Abstract Background While it is well established that HIV-positive and non-HIV immunocompromised patients are susceptible to Pneumocystis pneumonia (PCP), comparing PCP outcomes between patients with different underlying immunocompromising conditions is critically important to optimize chemoprophylaxis strategies. Methods In this population-based cohort, we determined contributing factors to 90-day all-cause mortality following PCP diagnosis among patients living with HIV (PLWH) and solid organ transplant recipients (SOTRs) hospitalized in Ontario, Canada between Apr/1/2002 and Dec/31/2022. We linked data from provincial health administrative databases using unique encoded identifiers and included all adult patients hospitalized with PCP based on diagnostic codes from hospital discharge abstracts. We used logistic regression models to estimate unadjusted and adjusted odds ratios (uOR and aOR) and 95% confidence intervals (95%CI) for the associations between underlying immunocompromising conditions and PCP outcomes. Results A total of 879 patients were hospitalized with PCP, including 121 SOTRs (13.7%) and 758 PLWH (86.2%). 90-day mortality rates were 19.8% in SOTRs and 13.2% in PLWH. In the unadjusted model, 90-day mortality was not significantly associated with organ transplantation (OR=1.58; 95%CI, 0.96-2.62) or HIV infection (OR=0.62; 95%CI, 0.38-1.03). Comparing HIV patients to liver SOTRs, liver SOTRs experienced higher mortality (uOR=8.54, 95%CI=3.11-23.46). In the adjusted model, liver transplantation was associated with an increased risk of 90-day mortality (aOR=4.36; 95%CI, 1.40-13.59). Among SOTRs, in the unadjusted analysis, liver transplant recipients had an increased risk of 90-day mortality (uOR=9.18; 95%CI, 3.00-28.09). Conclusion Among SOTRs, liver transplant recipients are at particularly higher risk of mortality following PCP diagnosis. Our findings may prompt a re-evaluation of current PCP prophylactic strategies in liver transplant patients. Disclosures All Authors: No reported disclosures
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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 | 0.000 | 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".