Benign Cementoblastoma of Mandible: A Rare Case Report
Bibliographic record
Abstract
The benign cementoblastoma (BC) or ''true'' cementoma is a rare neoplasm arising from the odontogenic ectomesenchyme. It accounts for 1% to 6.2% of all odontogenic tumors. It more frequently affects young males in an age range of 20 to 30 years, occurring commonly in the mandible. BC usually presents as a distinct lesion with characteristic radiographic and histopathological features. It is always slow growing and attached to the roots of posterior teeth. Majority of the BC are asymptomatic until it produces pain, expansion of the jaws or compression of the inferior alveolar nerve. Well defined radiopacity surrounded by a peripheral radiolucent halo is the most striking features of BC. Hereby we report the case of BC in a 28 years old female patient and also an attempt was made to discuss the clinicopathologic features, diagnosis and treatment of BC with brief literature review.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".