Development of ankylosis in permanent incisors following delayed replantation and severe intrusion
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
Ankylosis is a predictable outcome for replanted incisors and for most severely intruded incisors. There is no treatment to arrest or reverse this periodontal ligament complication. Ankylosis of the incisors of preadolescents alters local alveolar growth and eventually produces tooth loss subsequent to resorption. Currently, clinical methods used to diagnose ankylosis in the early postinjury period include subjective assessments of percussion sound and mobility and quantitative devices such as the Periotest. This paper describes the progression of ankylosis in two preadolescent patients that sustained severe trauma to their maxillary central incisors. A number of clinical assessments for diagnosis of ankylosis were compared for their usefulness, reliability and suitability.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it