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Record W4413324341 · doi:10.1016/j.wneu.2025.124393

Radiological Improvements and Clinical Outcomes of Occipitocervical Fusion for Traumatic Cranocervical Junction Instability

2025· article· en· W4413324341 on OpenAlexaff
Yusuke Nishimura, Howard J. Ginsberg, Jefferson R. Wilson, Henry Ahn, Yoshitaka Nagashima, Kazuichi Terao, Yuki Sunohara, Naoto Kawaguchi, Kei Hachiya, Taiko Osada, Takashi Sakuma, Masahito Hara, Masakazu Takayasu, Ryuta Saito

Bibliographic record

VenueWorld Neurosurgery · 2025
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsUniversity of Toronto
FundersNagoya University
KeywordsMedicineRadiological weaponInstabilityRadiologySurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: This study aimed to evaluate the radiological outcomes of occipitocervical fusion (OCF) for traumatic craniocervical junction (CCJ) instability by analyzing changes in preoperative and postoperative computed tomography (CT)-measured radiological parameters. METHODS: We retrospectively analyzed 20 consecutive adult trauma patients who underwent OCF for CCJ instability at a single center from January 2015 to May 2023. Clinical features, surgical outcomes, and preoperative and postoperative CT-measured parameters (basion-dens interval [BDI], basion-axial interval [BAI], atlanto-dental interval [ADI], space available for the cord, clivus-canal angle) were evaluated. Patients were grouped according to whether their preoperative parameter values were within or outside the normal range, and changes were compared between the groups. RESULTS: All patients underwent OCF without neurological deterioration, except for 1 death from polytrauma. Significant postoperative improvements were observed in BDI for patients with abnormal preoperative BDI >8.5 mm (-4.27 ± 3.67 mm) compared to those with normal BDI <8.5 mm (0.11 ± 1.84 mm, P = 0.0194), and in ADI for those with abnormal preoperative ADI >2 mm (-1.88 ± 0.61 mm vs. 0.02 ± 0.16 mm, P = 0.0011). BAI improved significantly in patients with abnormal preoperative BAI < -4 mm (9.07 ± 5.74 mm, P = 0.0154) and >12 mm (-8.45 ± 4.65 mm, P = 0.0078) compared to those within normal limits. Space available for the cord (<14 mm) and clivus-canal angle (>160° or <145°) showed trends toward improvement but without statistical significance. Postoperative complications included dysphagia (10%), hardware failure (10%), and surgical site infection (5%). CONCLUSIONS: OCF effectively stabilizes traumatic CCJ instability, improves key CT-measured radiological parameters, and supports favorable neurological outcomes.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.048
Threshold uncertainty score0.405

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.045
GPT teacher head0.370
Teacher spread0.325 · 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 teacher head, 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

Citations0
Published2025
Admission routes1
Has abstractyes

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