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Record W2076249441 · doi:10.1007/s11999-013-3284-0

Cochrane in CORR® : Arthroplasty Versus Fusion in Single-level Cervical Degenerative Disc Disease

2013· letter· en· W2076249441 on OpenAlexaff
Nathan Evaniew, Kim Madden, Mohit Bhandari

Bibliographic record

VenueClinical Orthopaedics and Related Research · 2013
Typeletter
Languageen
FieldMedicine
TopicCervical and Thoracic Myelopathy
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineAnterior cervical discectomy and fusionMyelopathyCervical spondylosisDegenerative disc diseaseArthroplastySurgeryRadiographyCervical vertebraeDecompressionSpinal cord compressionDegenerative diseaseSpinal fusionArthrodesisIntervertebral discNeck painRange of motionSpinal cordCervical spineCentral nervous system diseaseLumbarPathology

Abstract

fetched live from OpenAlex

Importance of the Topic Cervical spondylosis is a common age-related degenerative condition that affects the vertebrae, intervertebral discs, and associated ligaments of the cervical spine [17]. By age 60, 95% of men and 70% of women show radiographic evidence of cervical spondylosis [9], and approximately 8% have MRI evidence of early spinal cord compression [13]. Patients may present with varying combinations of radiculopathy, progressive myelopathy, and axial neck pain [6]. For those who fail to improve with conservative management, decompression through anterior cervical discectomy and fusion is an established and effective surgical option [8]. Following fusion, however, compensatory changes at adjacent spinal levels may lead to accelerated degeneration and recurrence of symptoms. Estimates of the clinical importance and prevalence of adjacent segment disease are highly variable [8]. Cervical intervertebral disc arthroplasty is an alternative procedure intended to prevent adjacent segment disease by maintaining spinal motion. Biomechanical, clinical, and radiographic data suggest its effectiveness, but long-term data are lacking, and the benefits of motion-preservation remain theoretical [1, 4, 7, 10, 18, 19]. This systematic review and meta-analysis sought to determine whether arthroplasty is as least as successful as fusion at relieving pain and preventing neurological decline at short-term followup. Upon Closer Inspection While there were statistically significant differences between groups for several of the primary outcomes (favoring disc replacement), the effect sizes were small, and they probably were not clinically meaningful. Effect sizes this small probably do not justify changes in patient care, particularly where a new technology is concerned, as there are important unanswered questions about costs and longer-term durability with respect to disc arthroplasty that would appear to overshadow these small statistical differences. Minimal Important Differences (MIDs) are the smallest effects that patients perceive as beneficial enough to justify a change in their management, and they can be determined for functional outcome scales [11]. In this review, the authors used MIDs for the Neck Disability Index and the Numerical Rating Scale that were established for patients with neck pain [14]. None of the effect sizes for the primary outcomes exceeded these MIDs. Specific MIDs for patients with radicular pain or myelopathy were not available. Of the nine included studies, eight were industry-sponsored, and outcome assessors, patients, and caregivers were not blinded in any included study. Large studies of new devices involve complex economic and logistic challenges, but industry-sponsorship is believed to bias results towards pro-industry findings [2]. It is possible that the favorable treatment effects for the cervical arthroplasty groups were overestimated in most of the studies. To move forward, researchers must emphasize transparent reporting of study funding, study design, and study management, as well as the processes of manuscript preparation and criteria for authorship [3]. Patients, caregivers, and outcome assessors should be blinded to minimize further bias [12], and surgeon bias can be controlled through expertise-based designs [15]. Take-Home Messages Methodological strengths of this review included a detailed literature search, a thorough assessment of bias among primary articles, and multiple sensitivity analyses to examine internal validity. The authors considered the effects of missing data, study heterogeneity, reporting bias, and clinical differences between subgroups, and they acknowledged the limitations due to short follow-up, small sample sizes, and inconsistent outcome measurements. This study did not include summary estimates for complications or adverse events. Using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system [5], the overall quality of evidence was low to moderate. Fusion and arthroplasty following anterior decompression for symptomatic cervical spondylosis appear to provide equivalent clinical outcomes in the short-term, but future well-designed trials with large sample sizes, rigorous methodology, and long-term followup are warranted. The potential benefits of motion-preservation and reduced adjacent segment disease are of substantial interest to patients and their surgeons, and an evidence-based approach is paramount. Outcomes between specific implants and surgical techniques, as well as between subgroups of patients with varying symptoms of prior treatments should also be examined, and the inclusion of cost-effectiveness analyses will refine the practical implementation of this technology [16].

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)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.019
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0140.007
Insufficient payload (model declined to judge)0.0190.010

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 head0.209
GPT teacher head0.439
Teacher spread0.231 · 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 designSystematic review
Domainnot available
GenreCommentary

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".

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Citations2
Published2013
Admission routes1
Has abstractyes

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