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
Oropharyngeal Crohn’s disease Rachid Mohamed, Robert Schultz, Richard N FedorakDivision of Gastroenterology, University of Alberta, Edmonton, AlbertaAbstract: Crohn’s disease is a chronic inflammatory disease that can affect any part of the gastrointestinal tract. Classically the disease has a predilection for the distal small bowel and colon and presents with dominant symptoms of abdominal pain and diarrhea. This case report describes a 38-year-old woman with Crohn’s disease who presented with odynophagia. Direct visualization of the oropharynx revealed a large serpiginous Crohn’s disease ulcer. A precipitous drop in hemoglobin prompted a series of gastroenterologic investigations that confirmed both ileal and oropharyngeal Crohn’s disease. This manuscript describes the presentation of oropharyngeal Crohn’s and reviews previous reports and management options.Keywords: Crohn’s disease, odynophagia, immunomodulatory therapy, oropharyngeal Crohn’s disease, aphthous ulcer, gastroscopy
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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