A rare case of lung carcinoma acquires multidrug-resistant <em>Klebsiella pneumoniae</em> pneumonia radiologically mimicking metastasis caused by nivolumab therapy-associated neutropenia
Bibliographic record
Abstract
Abstract: Nosocomial infections by Klebsiella pneumoniae , especially those due to multidrug-resistant strains, are being increasingly detected. In this report, we present the case of a 63-year-old man with lung squamous carcinoma who received nivolumab therapy due to failure of first-line chemotherapy. This report also demonstrates an association of nivolumab therapy and neutropenia, and supports the use of a combination of tigecycline and meropenem in managing hospitalization-acquired pneumonia caused by multidrug-resistant K . pneumoniae . It also implicates that a further evaluation is required in lung cancer patients with a suspected metastatic or recurrent carcinoma, and an antibiotic therapy is valuable in ruling out a potential lung infection since a risk of hospitalization-acquired pneumonia may exist. Keywords: hospitalization-acquired pneumonia, nivolumab, neutropenia, lung carcinoma, multidrug-resistant Klebsiella pneumoniae
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".