Metastatic Clear Cell Renal Cell Carcinoma Presenting as Multiple Colonic Polyps
Bibliographic record
Abstract
A 92-year-old male presented for routine endoscopic surveillance of his gastrointestinal (GI) tract. He did not have any GI symptoms currently, and the patient had undergone a right nephrectomy for renal cell carcinoma 17 years previously. A lower GI endoscopy revealed polyps in the ascending colon, hepatic flexure, and sigmoid colon (2 polyps). All the polyps were snared and removed in toto. Histological evaluation of all 4 polyps showed similar features. There was expansion of the lamina propria by sheets of clear cells arranged in a nested pattern with a rich vascular network. Immunohistochemistry showed the tumor to be positive for low-molecular-weight cytokeratin, CD10, and vimentin. The features were morphologically and immunophenotypically that of clear cell renal cell carcinoma. This case highlights an extremely unusual presentation of recurrent renal cell carcinoma as multiple, separate colonic polyps 17 years after resection of the primary tumor.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".