Infectious Diseases Risk While on Chronic, High-Dose Corticosteroids
Bibliographic record
Abstract
While the definition of high-dose corticosteroids depends on the indication, it is typically defined as greater than 15–20 mg for greater than 2–4 weeks. Corticosteroids have a variety of indications such as autoimmune, gastrointestinal, rheumatologic, respiratory, and hematologic conditions and after organ or hematopoietic stem cell transplantation. They can predispose these patients to infections such as pneumococcal pneumonia, Pneumocystis jirovecii (carinii) pneumonia (PJP), hepatitis B reactivation, active tuberculosis, and disseminated strongyloides infection. This article outlines ways to modify these risks in these patients. Prophylaxis is of utmost importance to those at risk for PJP with trimethoprim/sulfamethoxazole, lamivudine for those at risk of hepatitis B reactivation, isoniazid (INH) for latent tuberculosis and ivermectin for those with positive strongyloides serology. Equally important in mitigating disease risk is the appropriate timing of vaccines to elicit an adequate immune response as well as offering additional vaccines such as the pneumococcal vaccine.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".