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Record W2060000438 · doi:10.1097/bsd.0b013e3181b11d9f

Management of Type II Odontoid Fractures in the Geriatric Population

2010· article· en· W2060000438 on OpenAlexaff
Ali Chaudhary, Brian Drew, Robert D. Orr, Forough Farrokhyar

Bibliographic record

VenueJournal of Spinal Disorders & Techniques · 2010
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineCervical collarNonunionSurgeryRetrospective cohort studyPopulationGrip strengthCervical spine

Abstract

fetched live from OpenAlex

STUDY DESIGN: Retrospective study. OBJECTIVE: To analyze geriatric patients with Type II odontoid fractures treated either with rigid cervical orthosis (CO) or surgery (Odontoid Screw or Transarticular screw). SUMMARY OF BACKGROUND DATA: Our literature search did not yield any studies on the outcome of Type II odontoid fractures in geriatric population treated with the rigid CO. We therefore designed a study to analyze geriatric patients with Type II odontoid fractures treated with either rigid cervical collar or surgery. MATERIALS AND METHODS: This is a retrospective chart review of patients with Type II odontoid fractures between July 1998 and June 2006. Inclusion criteria consists of males and females of 70 years of age or older with Type II odontoid fractures who were treated with rigid cervical collar or surgery. Exclusion criteria were displacement >4 mm, posteriorly displaced fracture, neurologic compromise, multilevel cervical spine injury, and treatment in a halo vest. Medical comorbidities were assessed using the Modified Cumulative Illness Rating Scale for Geriatrics. Primary outcomes were mortality and fusion (union, stable nonunion, nonunion). Minimum of 3 months follow-up was acceptable. RESULTS: One hundred eighty four odontoid fractures were identified in 8 years. Twenty patients met our inclusion criteria (9 treated in rigid collar and 11 treated surgically). Median follow-up was 5.5 months. Out of 20 patients, 4 patients died (1 treated in CO, 3 treated surgically). Cumulative Illness Rating Scale for Geriatrics index was highest in patient treated in CO. In the rigid collar group, 6 patients had union (66.6%), and 2 developed stable nonunion (22.2%); whereas in the surgically treated group, 7 patients had union (87.5%), and 1 patient developed nonunion (12.5%). CONCLUSIONS: Patients treated nonoperatively in rigid collar seem to have an overall favorable outcome. A well-designed prospective study, to compare the outcomes of surgical intervention with nonsurgical management of Type II odontoid in elderly is recommended.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.008
GPT teacher head0.319
Teacher spread0.311 · 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 designObservational
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

Citations38
Published2010
Admission routes1
Has abstractyes

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