Disseminated <i>Magnusiomyces clavatus</i> ( <i>Geotrichum clavatum</i> ) infection following allogenic stem cell transplantation: a case report
Bibliographic record
Abstract
Background: ) is a yeast with a filamentous form, as well as an uncommon, yet emerging opportunistic pathogen. It occurs primarily in patients experiencing prolonged neutropenia, and there is limited evidence available to guide antifungal agent selection and treatment decisions. Case Summary: in a patient with myelofibrosis following allogeneic hematopoietic stem cell transplantation. The patient was treated with voriconazole, as well as liposomal amphotericin B, along with granulocyte transfusion. The patient died from persistent fungemia, refractory septic shock, and multiorgan failure 20 days after the infection was first diagnosed. Conclusion: We subsequently discuss the epidemiological, clinical, and therapeutic features of this severe fungal infection and present a review of currently available literature.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".