[Extragastric growth type carcinoma of the stomach with cyst formation].
Bibliographic record
Abstract
A 65-year-old man presented with epigastralgia in our department. Contrast-enhanced computed tomography scan showed a large cystic tumor of about 12 cm in diameter attached to the gastric antrum and transverse colon. Gastric endoscopy revealed type 2 advanced gastric cancer located at the greater curvature of the antrum, and the posterior wall of the stomach was pressed from the outside. The result of tumor biopsy was adenocarcinoma. Positron emission tomography -computed tomography showed a markedly increased uptake of fluorodeoxyglucose to the tumor. With a diagnosis of extragastric growth type carcinoma of the stomach with cystic change, a distal gastrectomy, D1+lymph node dissection, and partial resection of the transverse colon was performed. A histological examination of the specimen confirmed tub2- por1, medullary type, INF b, se, ly0, v1, n0 in stage IIb, and no infiltration to the transverse colon. His postoperative course was uneventful 12 months after operation.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".