An Atypical Presentation of COVID-19 in a Previously Healthy Young Male With a Rare Cause of Abdominal Pain
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
Coronavirus disease 2019 (COVID-19) is an emerging infectious disease caused by a newly discovered coronavirus that has reached pandemic proportions impacting millions globally. Authors feature an atypical case of COVID-19 presenting with a rare cause of abdominal pain and severe hyperglycemia. A 22-year-old male presented to the hospital with a 1-day history of severe abdominal pain. An abdominal computed tomography (CT) scan revealed findings of epiploic appendagitis (EA) and incidentally noted suspicious pulmonary lesions suggestive of COVID-19. Radiographic findings and distinctive laboratory results led to prompt testing by nasopharyngeal polymerase chain reaction (PCR), which ultimately confirmed the proposed diagnosis. Additionally, a significantly elevated hemoglobin A1c (HbA1c) signified undiagnosed diabetes mellitus. The patient was treated conservatively with supportive measures and made a full recovery. To our knowledge, this is the first case to describe how EA, a rare cause of abdominal pain, indirectly led to the diagnosis of COVID-19.
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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 | 0.010 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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