Gastrointestinal Mucormycosis: A Clinical Review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.011 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.005 |
| Insufficient payload (model declined to judge) | 0.001 | 0.006 |
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 it