A palaeopathological case of a right maxilla's cemento‐ossifying fibroma
Bibliographic record
Abstract
Abstract Cemento‐ossifying fibromas (COFs) are rare benign tumours affecting the maxilla and the mandible. The COF, of nonodontogenic origin, consists of a heterogeneous mixture of bone tissues and cementum. The skeleton of burial 154 excavated from the site of Magnicourt‐ en‐Comté (Pas‐de‐Calais) has been studied palaeopathologically. The cemetery is dated from the Merovingian period (6 th –7th century AD) and included 262 burials. In this study, we focus on the differential diagnosis of cemento‐ossifying fibroma and other dyplastic and cystic lesions. Various macroscopic, radiological and histological aspects enable us to make a positive diagnosis of COF. Copyright © 2007 John Wiley & Sons, Ltd.
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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 | 0.001 | 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 | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".