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Record W4412121658 · doi:10.1177/21925682241289899

Osteoporosis in Adult Patients Undergoing Spinal Reconstructive Surgery: Associated Complications and Management

2025· article· en· W4412121658 on OpenAlexaff
Zeeshan M. Sardar, Josephine R. Coury, David W. Polly, Kmc Cheung, Stephen J. Lewis

Bibliographic record

VenueGlobal Spine Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicPelvic and Acetabular Injuries
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsMedicineOsteoporosisPseudarthrosisSurgeryOsteopeniaKyphosisPerioperativeOrthopedic surgeryTeriparatideSpinal fusionBone mineralRadiographyInternal medicine

Abstract

fetched live from OpenAlex

Study DesignLiterature review.ObjectivesTo provide an overview of the complications associated with and management strategies for adult patients with osteoporosis requiring spinal reconstructive surgery. Emphasis will be placed on screening, diagnosis, and perioperative medical and surgical management of these patients.MethodsA review of the literature was performed for studies examining osteoporosis in adult patients undergoing spine surgery, associated complications, treatment and prevention methodologies.ResultsThe reported incidence of osteoporosis in adult patients undergoing spinal reconstructive surgery was found to be 10% - 50%, whereas the incidence of osteopenia was 41.4% - 58.6%. DEXA scan is the most widely used modality for assessing bone mineral density (BMD) despite its limitations. Quantitative CT has been found to be the most optimal method for measuring BMD in the spine, yet, its availability is limited. Opportunistic CT scan-based Hounsfield Units (CTHU) have been found to correlate with osteoporosis and osteopenia, instrumentation loosening, proximal and distal junctional kyphosis, and pseudarthrosis. Patients treated with Teriparatide preoperatively and postoperatively were found to have a decreased rate of pseudarthrosis, screw loosening, and reoperation. Modifying surgical techniques can also improve outcomes. Such strategies could involve vertebral cement augmentation, iliac fixation in long constructs to the sacrum, and utilizing longer constructs when addressing spinal deformity or spinal instability.ConclusionsThe incidence of osteoporosis in patients undergoing spinal reconstruction is high. Appropriate preoperative and postoperative medical treatment can result in lower rates of adverse events related to osteoporosis. Surgical treatment and fixation can also be modified to account for suboptimal bone health.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.049
Threshold uncertainty score0.400

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 head0.010
GPT teacher head0.277
Teacher spread0.267 · 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

Citations4
Published2025
Admission routes1
Has abstractyes

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