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Record W2069856105 · doi:10.1097/brs.0b013e31822ef5b4

Clinical Guidelines and Payer Policies on Fusion for the Treatment of Chronic Low Back Pain

2011· review· en· W2069856105 on OpenAlex

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

VenueSpine · 2011
Typereview
Languageen
FieldMedicine
TopicClinical practice guidelines implementation
Canadian institutionsToronto Western HospitalUniversity of Toronto
FundersWashington State University
KeywordsMedicineLow back painPhysical therapyChronic painAlternative medicineIntensive care medicinePhysical medicine and rehabilitationPathology

Abstract

fetched live from OpenAlex

STUDY DESIGN: Systematic review. OBJECTIVE: The purpose of this review is to provide a critical appraisal of general and fusion-specific clinical practice guidelines on the treatment of chronic nonradicular low back pain and compare the quality and evidence base of fusion guidelines and select payer policies. SUMMARY OF BACKGROUND DATA.: The treatment of lumbar spondylosis associated with low back pain with lumbar arthrodesis, or fusion, has risen fourfold in the past two decades. Given the significant associated health care costs, there is an increase in clinical guidelines and payer policies influencing patient treatment options. Assessment of the medical necessity of a treatment, such as lumbar fusions, based on medical literature will frequently supersede the determination of the physician in the care of their patient. Concerns regarding the effectiveness and costs of the surgical treatment of spinal disorders presenting with low back pain has placed enormous scrutiny on the value of surgical treatments to our patients. As both clinical guidelines and payer policies have a major impact on the perceived effectiveness, or medical necessity, of lumbar fusions for the treatment of chronic nonradicular low back pain, a review of this topic was undertaken. METHODS: An electronic literature search of PubMed, the National Guideline Clearinghouse and the International Network of Agencies for Health Technology Assessment was performed to identify clinical practice guidelines on assessment and treatment of chronic nonradicular low back pain, including those on use of lumbar fusion, as well as relevant technology assessments. A Google search for publicly available private and public payer policies related to fusion was also performed. A hand search was used to identify specific studies cited for support of the recommendations made. A modified Appraisal of Guidelines Research and Evaluation instrument was used to provide a standardized assessment method for evaluating the quality of development of the evidence base and recommendations in guidelines and selected health policies. This was combined with appraisal of the evidence base supporting the recommendations. RESULTS: Three systematic reviews of general guidelines from a PubMed search yielding 94 citations were included. A convenience sample of five guidelines with recommendations on fusion was taken from 182 citations identified by the National Guideline Clearinghouse and the International Network of Agencies for Health Technology Assessment searches. Two guidelines were developed by US professional societies, (neurosurgery and pain management), and three were European-based guidelines (Belgium, United Kingdom, and the European Cooperation in Science and Technology). The general guidelines were consistent with their recommendations for diagnosis, but inconsistent regarding recommendations for treatment. All guidelines and payer policies with recommendations on fusion included some set of the primary randomized controlled trials comparing fusion to other treatment options with the exception of one policy. However, no clear pattern with regard to the quality of development was identified based on the modified Appraisal of Guidelines Research and Evaluation tool. There were differences in specialty society recommendations. CONCLUSION: Three systematic reviews of evidence-based guidelines that provide general guidance for the assessment and treatment of chronic low back pain described consistent recommendations and guidance for the evaluation of chronic low back pain but inconsistent recommendations and guidance for treatment. Five evidence-based guidelines with recommendations on the use of fusion for the treatment of chronic low back pain were evaluated. There is some consistency across guidelines and policies that are government sponsored with regard to development process and critical evaluation of index studies as well as overall recommendations. There were differences in specialty society recommendations. There is heterogeneity in the medical payer policies reviewed possibly due to variations in the literature cited and transparency of the development process. A description of how recommendations are formulated and disclosure of any potential bias in policy development is important. Three-medical payer policies reviewed are of poor quality with one rated as good with respect to their development based on the modified Appraisal of Guidelines Research and Evaluation tool. Medical payer policies influence patient care by defining medical necessity for approving treatments, and should be held to the same standards for transparency and development as guidelines. CLINICAL RECOMMENDATIONS: The spine care community needs to develop (or update) high-quality treatment guidelines. The process should be transparent, methodologically rigorous, and consistent with the Appraisal of Guidelines Research and Evaluation and Institute of Medicine recommendations. This effort should be collaborative across specialty/society groups and would benefit from patient and public input. Payer policies and treatment guidelines need to be transparent and based on the highest quality evidence available. Clinicians from specialty/society groups, guideline developers and policy makers should collaborate on their development. This process would also benefit from public and patient input.

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)0.003
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.981
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
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 head0.612
GPT teacher head0.602
Teacher spread0.009 · 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