G‐CSF enables completion of tuberculosis therapy associated with iatrogenic neutropenia: Fig. 1.—
Bibliographic record
Abstract
Neutropenia is a rare complication of anti-tuberculous therapy and is usually due to a single agent, most frequently isoniazid. The current case describes a previously healthy immunocompetent patient with tuberculosis of the lymph nodes who developed neutropenia due to a number of first line antibiotics (rifampicin, isoniazid and ethambutol) and streptomycin when introduced in combination and individually thus resulting in repeated treatment disruption. The introduction of twice-weekly subcutaneous granulocyte-colony stimulating factor to correct iatrogenic neutropenia facilitated the continuation and eventual completion of therapy without adverse effect. This is the first description of the use of granulocyte-colony stimulating factor to correct iatrogenic neutropenia due to anti-tuberculous antibiotics and the second description of the occurrence of iatrogenic neutropenia to more than anti-tuberculous antibiotic in an individual.
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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 | 0.001 | 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 | 0.001 |
| 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".