Isolated Medial Maxillary Buttress Displacement in Naso-Orbito-Ethmoid Fractures
Bibliographic record
Abstract
PURPOSE: The aim of this study was to present a case series emphasizing low medial maxillary (pyriform) buttress displacement in naso-orbito-ethmoid (NOE) fractures as an operative indication, in the absence of the typical NOE surgical indications (medial canthus displacement, midface bony comminution, nasal bone collapse, and orbital indications), to prevent nasal airway obstruction. METHODS: Five cases of minor NOE fractures are reviewed, where only the low medial maxillary buttress was displaced. The typical surgical indications for NOE repair were absent. RESULTS: In each case, the pyriform buttress was medially and posteriorly displaced, creating nasal airway obstruction in each patient. The medial canthal tendons were all nondisplaced, there was no diplopia, and the other 2 cardinal buttresses (infraorbital rim and nasofrontal junction) were minimally displaced or greensticked. In the acute setting, patients were treated with open reduction and internal fixation. With delayed presentation, septorhinoplasty or osteotomy and fixation were used. Among the patients who had adequate follow-up, nasal airway obstruction was resolved. CONCLUSIONS: This series suggests that, in NOE fractures with isolated displacement at the medial maxillary buttress, nasal airway obstruction should be considered an operative indication (independent of the classical indications) in order to prevent or resolve nasal airway obstruction.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".