Malignant Mesothelioma of the Peritoneum Presenting as an Inflammatory Lesion
Bibliographic record
Abstract
Most cases of malignant mesothelioma present with obvious diffuse tumor, and the presence of grossly visible diffuse tumor is usually cited as an important criterion for making the diagnosis. We report four cases of unsuspected malignant mesothelioma of the peritoneum presenting as localized acute inflammatory lesions. The clinical diagnoses were acute appendicitis in two cases, acute cholecystitis in the third case, and incarcerated umbilical hernia in the fourth case. In all cases tumor was not evident at initial surgical exploration or on gross pathologic examination, and the diagnosis was only made on microscopic examination of the resected specimens. All cases showed a tubulopapillary form of epithelial mesothelioma with obvious tissue invasion, but the foci of tumor were too small to be seen grossly or were present deep in fibrous tissue. On follow-up all patients developed grossly evident tumor, and one of these patients is alive without evidence of disease 5 years after presentation. We conclude that peritoneal mesotheliomas may occasionally present as inflammatory processes without grossly evident tumor and can be diagnosed by microscopic findings alone.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".