Ampullitis Superimposed Obstructive Jaundice in a Patient With COVID-19
Bibliographic record
Abstract
While coronavirus disease 2019 (COVID-19) is well known to cause significant lower respiratory symptoms, recent literature has documented numerous cases of multi-systemic involvement that can present with atypical symptoms. We report a case of an 83-year-old man, recovering from abdominal aortic aneurysm repair complicated by colonic injury requiring colostomy rendering him dependent on gastrostomy tube feedings for 3 years, who was transferred from a nursing care facility to the emergency department with altered mental status, fever and jaundice. Abdominal imaging and biopsy studies eventually identified duodenitis and ampullitis complicated by a suspected Klatskin tumor leading to biliary obstruction, sepsis and hepatoencephalopathy. Polymerase chain reaction (PCR) for COVID-19 was positive. Despite the severity of the initial presentation, the patient had no respiratory symptoms or abnormal chest X-ray findings on admission and developed hypoxia late into the disease course. Thus, this case is a report of an abnormal initial COVID-19 presentation with gastrointestinal and hepatobiliary involvement leading to hepatoencephalopathy but no lung findings, highlighting the importance of investigating extrapulmonary processes in COVID-19-positive patients regardless of pulmonary symptoms.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".