Intracholecystic Papillary-Tubular Neoplasms (ICPNs): A Pathology Report
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
We presented a 60-year-old man who underwent a colonoscopy examination of a polypoid mass with a wound surface of 1.1 cm in hepatic flexure. An adenocarcinoma of intestinal type was diagnosed based on the biopsy report, and patient was referred to the hospital for colectomy. In colonoscopy and biopsy, the polypoid mass was completely removed, and despite different sections of the whole specimen in the colectomy specimen, any mass was not found, while only one out of three identified lymph nodes were involved. In laboratory tests, CBC had anemia: (Hb: 10.8 mg/ dl), elevated CEA tumor marker (range: 18 ng/ml), and lipid profile disorder together with high cholesterol (300 mg/dl), indicating colon cancer manifestation.
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) | 0.001 | 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 | 0.001 |
| 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