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Cervical Spondylosis: The Role of Anterior Instrumentation After Decompression and Fusion

2001· article· en· W1996984786 on OpenAlex
Gautam Zaveri, Michael Ford

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Spinal Disorders · 2001
Typearticle
Languageen
FieldMedicine
TopicCervical and Thoracic Myelopathy
Canadian institutionsWomen's College HospitalSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineCervical spondylosisSurgeryDecompressionNonunionArthrodesisSpinal fusionRadiography

Abstract

fetched live from OpenAlex

The role of plate stabilization after anterior decompression and fusion of the cervical spine for cervical spondylosis remains controversial. This study aimed to justify the use of instrumentation to stabilize anterior cervical fusion for cervical spondylosis through a risk-benefit analysis and comparison of the results with those reported in the literature on the outcome of fusion without instrumentation. The authors retrospectively reviewed the charts and radiographs of 47 patients with symptoms secondary to cervical spondylosis who underwent anterior cervical decompression and instrumented fusion. After operation, patients were mobilized early, and neither neurologic injury nor infection developed in any patient. At an average 3.4 years after surgery, the rate of graft complications, including nonunion (4.26%), was low, whereas the rate of hardware-related morbidity was minimal (6%). An average 0.4 degrees loss of the intraoperative correction of cervical lordosis was observed at the last follow-up examination. Accelerated degenerative changes at levels adjacent to the fusion were seen in 17% of patients, but only two patients required repeat operation for persistent symptoms. The use of instrumentation to stabilize the cervical spine in patients with cervical spondylosis after anterior decompression and fusion is relatively safe. It permits early pain-free mobilization, successfully maintains sagittal cervical spine alignment, and promotes consistent and reliable spinal fusion.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.791
Threshold uncertainty score0.287

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.006
GPT teacher head0.270
Teacher spread0.264 · 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