Gastrointestinal Mucormycosis: A Clinical Review
Bibliographic record
Abstract
Mucormycosis is a devastating fungal infection that is usually seen in immunocompromised hosts. It is caused by fungi of the subphylum Mucoromycotina , order Mucorales , with most cases caused by Mucor , Rhizopus , or Rhizomucor species. It can involve any organ system and can disseminate in severe cases. Lately, there has been an increased number of reports for mucormycosis infection in immunocompetent patients. Gastrointestinal system involvement is rare compared to other organ systems but has been increasingly reported in the literature. Mucormycosis can affect any part of the gastrointestinal tract and lead to different presentations depending on the area of involvement. Due to the paucity of the condition, there has been no specific guidelines on how to treat gastrointestinal mucormycosis. In this review, we discuss the risk factors of gastrointestinal mucormycosis, clinical presentation, approach to diagnosis, and most recent treatment modalities for gastrointestinal mucormycosis. Gastroenterol Res. 2023;16(5):249-253 doi: https://doi.org/10.14740/gr1662
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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 | 0.001 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".