Peripheral Odontogenic Fibroma in a Child.
Bibliographic record
Abstract
Peripheral odontogenic fibroma (POdF) is a rare and benign mesenchymal odontogenic tumor that stands out as a distinctive entity. It is predominantly found in the gingiva and can present as a diagnostic challenging lesion due to its potential resem- blance to reactive oral lesions. The purpose of this report is to describe a case of a POdF in a 10-year-old child and highlight the importance of recognizing this lesion in the pediatric population. This report also explores the essential diagnostic differentials that clinicians should consider when examining a palpable soft tissue nodule with a firm consistency. Radiographically, well-defined small radiopacities were visible within the lesion, which was indicative of calcified structures. A complete surgical excision was done and histopathological analysis was diagnostic of POdF. The presence of calcifications exhibiting an osteoid/cementoid appearance was confirmed within the lesion. There were no signs of recurrence noted during the 16-month postoperative follow-up period. This case underscores the significance of PodF, which may be included in the differential diagnosis of gingival lesions in pediatric patients.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".