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Outcome of Non-operative Treatment of Extension Fractures in Patients with Ankylosed Spines – A Case Series

2024· article· en· W4391824559 on OpenAlexaff
David Yen

Bibliographic record

VenueThe Open Neurology Journal · 2024
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsQueen's University
Fundersnot available
KeywordsMedicineSeries (stratigraphy)Extension (predicate logic)Outcome (game theory)SurgeryComputer scienceGeologyPaleontologyMathematics

Abstract

fetched live from OpenAlex

Background Surgical treatment is the mainstay of management in patients having fractures in fused spines. However, these patients also tend to be older and have comorbidities resulting in increased morbidity and mortality with operative management. Therefore, there has been more recent interest in the risks and benefits of nonoperative treatment in these patients. Objective Extension pattern fractures have an intact posterior element hinge resulting in lower risk of translation. Therefore, we wanted to determine the outcome of nonoperative treatment of extension pattern fractures in patients with fused spines. Methods We conducted a retrospective review of all patients with fused spines having extension thoracolumbar fractures without neurologic deficit treated nonoperatively at a University Health Sciences Centre over an 8-year period. Results We had a complete set of data for 14 patients. There was a morbidity rate of 29% and a mortality rate of 14%. All of our patients had a significant positive change in their Cobb angle, indicating closure of the fracture gap without translation in either the sagittal or coronal planes. Remodelling of the fracture lines was found in all 14 patients and in 11 there were also bridging osteophytes across the fracture. No patients developed neurologic deficits. Conclusion By demonstrating the successful healing of extension fractures treated nonoperatively with morbidity and mortality in keeping with that of reports of patients with fused spines managed operatively, we added support to conducting future randomized studies of operative versus nonoperative treatment in this patient population.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.022
GPT teacher head0.375
Teacher spread0.353 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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