Gastrointestinal mucormycosis after abdominal aortic aneurysm repair and prolonged hospitalization: A case report and review of the literature
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
INTRODUCTION: Mucormycosis is a rare fungal infection typically affecting immunocompromised hosts. One form of the disease affects the gastrointestinal tract. PRESENTATION OF CASE: We present the case of a 70-year old patient with no recognized risk factors that developed gastrointestinal mucormycosis after urgent abdominal aortic aneurysm repair. DISCUSSION: There are several risk factors for this infection, such as hematological malignancies, solid organ or stem cell transplants and diabetes. The infectious agent causes thrombosis and necrosis of involved tissues and organs and carries a high mortality rate. CONCLUSION: Mucormycosis is an opportunistic infection which can sometimes affect the gastrointestinal tract. A high index of suspicion is necessary in order to make an early diagnosis and promptly start an appropriate treatment regimen.
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 | 0.001 | 0.002 |
| 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 | 0.000 |
| 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 it