Canadian Association of Neuropathologists Abstracts of papers and cases presented at the 42nd Annual Meeting
Bibliographic record
Abstract
Focal myositis, described by Heffner, Armbrustmacher, Earle (Cancer 1977;40:301-306) is a distinct clinicopathological entity. It is a benign localized myositic process affecting a single skeletal muscle. Clinically it presents as a mass often misdiagnosed as a "sarcoma". High rate of spontaneous regression and resolution, even with partial therapy, is a notable feature. Pathogenesis is not understood and speculated to be a pseudotumoral process in response to a subclinical injury. Three cases of focal myositis are presented. The patients were 28 (female), 60 (female), and 51 (male) years old; and clinically presented as neck, thigh, and chest wall masses respectively. The last patient was HIV and hepatitis C positive. Myopathic changes, prominent interstitial fibrosis with pattern similar to hepatic cirrhosis, and inflammatory cell infiltrates were seen.
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 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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".