Pulmonary Blastomycosis Following Eculizumab Therapy in a Lung Transplant Recipient
Bibliographic record
Abstract
Lung transplant recipients are at risk of developing many kinds of lung infection, such as community-acquired, nosocomial, opportunistic, and endemic. Here, we report a young lung transplant recipient who developed blastomycosis, which had most likely occurred following eculizumab treatment for atypical hemolytic uremia syndrome. We hypothesize that the agent interfering with C5 would influence the immune response against Blastomyces species. Although eculizumab has opened a new era for treatment of atypical hemolytic uremia syndrome and has led to the understanding that complementmediated pathology is needed, the risk of potentially fatal infections by blocking the complement pathway has not been fully elucidated. Careful follow-up and frequent tests to look for infections are needed after using this monoclonal antibody.
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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 | 0.000 |
| 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".