MétaCan
Menu
Back to cohort
Record W2376261815 · doi:10.1097/brs.0000000000000541

Consensus Statement

2014· article· en· W2376261815 on OpenAlexaff
Michael G. Fehlings, Anick Nater, Jens R. Chapman, James S. Harrop, Thomas E. Mroz

Bibliographic record

VenueSpine · 2014
Typearticle
Languageen
FieldMedicine
TopicManagement of metastatic bone disease
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsMedicineMyelopathySpondylolisthesisEvidence-based medicineContext (archaeology)Cost effectivenessSpinal stenosisSurgerySystematic reviewNeurogenic claudicationLaminectomyLumbarPhysical therapyMEDLINESpinal cordAlternative medicineRisk analysis (engineering)

Abstract

fetched live from OpenAlex

This section aimed to examine the current knowledge regarding cost-effectiveness of surgical intervention for 5 topics in spine care: minimal access spine surgery, biological substitutes or extenders, management of cervical degenerative disease, metastatic epidural spinal cord compression, and lumbar degenerative spondylolisthesis and spinal stenosis. These topics reflect a breadth of practice and areas of clinical importance or controversy. Strict inclusion and exclusion criteria were used for these systematic economic literature reviews to favor specificity to gather evidence that evaluated, compared, and synthesized the costs and consequences of alternative treatment options to answer predetermined key questions. The “pearls,” limitations, and opportunities derived from these systematic reviews are summarized in Table 1. The first article searched for full economic studies evaluating whether minimal access spine surgery techniques were more cost-effective compared with conventional “open” surgical interventions in either the cervical spine or lumbar spine. The second study synthesized the evidence on cost-effectiveness regarding first surgical procedures compared with non-operative treatment for cervical myelopathy or radiculopathy. Then, it more specifically addressed whether anterior surgical procedures are more cost-effective than their posterior surgical counterparts in the context of either cervical myelopathy, radiculopathy, or both. Similarly, the third article presented the existing evidence assessing the cost-effectiveness for adult patients with lumbar degenerative spondylolisthesis or stenosis undergoing surgical treatment compared with those treated conservatively. It also examined whether fusion or instrumentation was more cost-effective than no fusion or instrumentation, respectively. The fourth article reported the current evidence comparing the cost-effectiveness of various agents (biological substitutes or extenders) in spinal arthrodesis procedures. The last study reviewed the evidence comparing whether surgery and radiotherapy (either alone or combined with chemotherapy) was more cost-effective than radiotherapy (alone or combined with chemotherapy) in patients experiencing metastatic epidural spinal cord compression. In addition, this article examined if there was evidence to suggest that surgical intervention for spinal instability resulting from spinal metastasis or its treatment was cost-effective compared with nonoperative treatment.TABLE 1-a: Summary of the “Pearls,” Limitations, and Opportunities Derived From the Systematic Economic Literature ReviewsTABLE 1-b: Summary of the “Pearls,” Limitations, and Opportunities Derived From the Systematic Economic Literature ReviewsThe techniques in spine surgery have evolved and been refined considerably during the past 2 decades. Although there are limitations regarding the number and quality of cost-effectiveness evaluations undertaken in the setting of spine surgery, many interventions have been shown to provide excellent value. In particular, based on data from the AOSpine North America cervical spondylotic myelopathy study1 and the landmark Spine Patient Outcomes Research Trial (SPORT) study,2,3 surgery for cervical spondylotic myelopathy and lumbar degenerative stenosis is highly cost-effective. Because value is intrinsically a multiperspective concept, it is clear that it cannot be fully appraised in just economic terms. Indeed, reduction in complications, shorter length of stay, easier and faster surgery, or improved clinical outcomes have obvious clinical “value,” even when they are associated with increased costs. This is particularly poignant when one considers the management of patients with metastatic spine pathology. Two high-quality economic evaluations, based on data from the landmark Patchell et al4 trial, showed that surgery for metastatic epidural spinal cord compression is not only clinically more effective, but also more expensive. The willingness of society to pay for a particular intervention cannot always be easily captured solely in economic terms. It must be emphasized that additional costing studies have been performed but were not examined in these reviews because they failed to meet the inclusion criteria, mainly regarding appropriate cost or cost-effectiveness data related to intervention and corresponding comparison specified in the predetermined key questions. Nonetheless, these studies might provide valuable information when comparing the overall effectiveness of alternative treatments. Given the specificity of the inclusion and exclusion criteria employed in conducting the systematic economic literature reviews that follow, the yield was generally low; the largest included 6 full economic studies. For the most part, the scarcity of full economic evaluations resulted from a paucity of data comparing concurrently therapeutic modalities in terms of clinical outcomes and their associated costs. Well-structured and high-quality full economic studies are typically time consuming and quite expensive to conduct. In addition, their results could potentially have an appreciably adverse impact on the industry. Indeed, surgical spine care has experienced a spectacular technological blooming in the last decade, with some key participants sharing in a period of lucrative market development. Given the myriad of factors that must be taken into account and the fact that many studies draw data from retrospectively collected or indirectly obtained datasets, comprehensive full economic evaluations are left with inherent variability. To generate higher powered and more conclusive results, priority is placed on careful understanding of the specific challenges of the population under investigation to design a tailored economic evaluation. Furthermore, an a priori and clearly stated depiction of the economic model should be a reasonable expectation, together with detailed and transparent description of the methodology, and sensitivity analyses for validation. In addition, full economic evaluations often only consider charges or upfront surgical costs, dismissing indirect costs, such as those related to hospital costs or medical system costs, and opportunity costs such as loss of productivity for both the patient and/or their caregivers. A particularly elusive entity to grasp has been non-operative care costs, such as pharmaceutical treatments as well as inpatient and/or outpatient rehabilitation expenses. Furthermore, the observation windows chosen for economic evaluations have been very inconsistent, with short-term follow-up periods commonly not exceeding 3 months post-operatively and rarely extending beyond 1 year. This leaves most economic evaluations deficient to accurately assess long-term impacts of the different modalities being compared. Although none of the 5 systematic economic literature reviews our author collectives performed seemed to provide sufficient evidence to draw definitive conclusions, they greatly enlightened future research endeavors by providing a critical appraisal of past studies and consequently delineating opportunities to improve the quality of upcoming full economic evaluations. The shift toward value-based spine care is a relatively new concept for which there is a marked growing interest. Indeed, the high costs and increasing number of spinal surgical procedures performed are strong motivators for health care systems to support further well-structured and designed full economic studies to optimize resource allocation. The information presented in this section hopefully sets the ground for future economic evaluations. Finally, as emphasized in the earlier text, value in spine care cannot always be measured in pure economic terms and the willingness of a society to pay for an intervention will vary on the basis of the pathology, the subjectively perceived impact of the disorder, and the value system of a given society and its resource availability. With the predicted continued increase for spinal procedures and globally strained health care budgets, the time is now to act and produce high-quality value-centered spine research.

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)0.020
metaresearch head score (Gemma)0.068
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.233
Threshold uncertainty score0.778

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.068
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.003
Bibliometrics0.0040.003
Science and technology studies0.0030.002
Scholarly communication0.0070.006
Open science0.0050.006
Research integrity0.0110.008
Insufficient payload (model declined to judge)0.2330.111

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 head0.017
GPT teacher head0.297
Teacher spread0.280 · 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 designNot applicable
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".

Quick stats

Citations3
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueSpineSame topicManagement of metastatic bone diseaseFrench-language works237,207