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Record W4237565129 · doi:10.1503/cjs.012212

Canadian Spine Society abstracts1.1.01 Supraspinal modulation of gait abnormalities associated with noncompressive radiculopathy may be mediated by altered neurotransmitter sensitivity1.1.02 Neuroprotective effects of the sodium-glutamate blocker riluzole in the setting of experimental chronic spondylotic myelopathy1.1.03 The effect of timing to decompression in cauda equina syndrome using a rat model1.2.04 Intraoperative waste in spine surgery: incidence, cost and effectiveness of an educational program1.2.05 Looking beyond the clinical box: the health services impact of surgical adverse events1.2.06 Brace versus no brace for the treatment of thoracolumbar burst fractures without neurologic injury: a multicentre prospective randomized controlled trial1.2.07 Adverse event rates in surgically treated spine injuries without neurologic deficit1.2.08 Functional and quality of life outcomes in geriatric patients with type II odontoid fracture: 1-year results from the AOSpine North America Multi-Center Prospective GOF Study1.3.09 National US practices in pediatric spinal fusion: in-hospital complications, length of stay, mortality, costs and BMP utilization1.3.10 Current trends in the surgical treatment of adolescent idiopathic scoliosis in Canada1.3.11 Sagittal spinopelvic parameters help predict the risk of proximal junctional kyphosis for children treated with posterior distraction-based implants1.4.12 Correlations between changes in surface topography and changes in radiograph measurements from before to 6 months after surgery in adolescents with idiopathic scoliosis1.4.13 High upper instrumented vertebra (UIV) sagittal angle is associated with UIV fracture in adult deformity corrections1.4.14 Correction of adult idiopathic scoliosis using intraoperative skeletal traction1.5.01 Cauda equina: using management protocols to reduce delays in diagnosis1.5.02 Predicting the need for tracheostomy in patients with acute traumatic spinal cord injury1.5.03 A novel animal model of cervical spondylotic myelopathy: an opportunity to identify new therapeutic targets1.5.04 A review of preference-based measures of health-related quality of life in spinal cord injury research1.5.05 Predicting postoperative neuropathic pain following surgery involving nerve root manipulation based on intraoperative electromyographic activity1.5.06 Detecting positional injuries in prone spinal surgery1.5.07 Percutaneous thoracolumbar stabilization for trauma: surgical morbidity, clinical outcomes and revision surgery1.5.08 Systemic inflammatory response syndrome in spinal cord injury patients: Does its presence at admission affect patient outcomes?2.1.15 One hundred years of spine surgery — a review of the evolution of our craft and practice in the spine surgical century [presentation]2.1.16 Prevalence of preoperative MRI findings of adjacent segment disc degeneration in patients undergoing anterior cervical discectomy and fusion2.1.17 Adverse event rates of surgically treated cervical spondylopathic myelopathy2.1.18 Morphometricand dynamic changes in the cervical spine following anterior cervical discectomy and fusion and cervical disc arthroplasty2.1.19 Is surgery for cervical spondylotic myelopathy cost-effective? A cost–utility analysis based on data from the AO Spine North American Prospective Multicentre CSM Study2.2.20 Cost–utility of lumbar decompression with or without fusion for patients with symptomatic degenerative lumbar spondylolisthesis (DLS)2.2.21 Minimally invasive surgery lumbar fusion for low-grade isthmic and degenerative spondylolisthesis: 2- to 5-year follow-up2.2.22 Results and complications of posterior-only reduction and fusion for high-grade spondylolisthesis2.3.23 Fusion versus no fusion in patients with central lumbar spinal stenosis and foraminal stenosis undergoing decompression surgery: comparison of outcomes at baseline and follow-up2.3.24 Two-year results of interspinous spacers (DIAM) as an alternative to arthrodesis for lumbar degenerative disorders2.3.25 Treatment of herniated lumbar disc by sequestrectomy or conventional discectomy2.4.26 No sustained benefit of continuous epidural analgesia for minimally invasive lumbar fusion: a randomized double-blinded placebo controlled study2.4.27 Evidence and current practice in the radiologic assessment of lumbar spine fusion2.4.28 Wiltse versus midline approach for decompression and fusion of the lumbar spine2.5.09 The effect of soft tissue restraints following type II odontoid fractures in the elderly — a biomechanical study2.5.10 Development of an international spinal cord injury (SCI) spinal column injury basic data set2.5.11 Evaluation of instrumentation techniques for a unilateral facet perch and fracture using a validated soft tissue injury model2.5.12 Decreasing neurologic consequences in patients with spinal infection: the testing of a novel diagnostic guideline2.5.13 Prospective analysis of adverse events in surgical treatment of degenerative spondylolisthes

2012· review· en· W4237565129 on OpenAlexaffvenueabout
Mohammed F. Shamji, Andrew Glennie, Alex Soroceanu, Andrea Simmonds, Emily R. Dodwell, Andrew P. Dold, Ron El‐Hawary, Simon W. Jones, Christopher S. Bailey, Spyridon K. Karadimas, David G. T. Whitehurst, Jonathan Norton, Neil Manson, Anil K. Kesani, Drew A. Bednar, Kristopher Lundine, Dennis Hartig, A. Fichadi, Sung-Soo Kim, Simon Harris, Charles Lin, Jasmine Gill, Edward Abraham, Stephen Choi, Christina L. Goldstein, Z. Wang, Marita P. McCabe, Mélanie Nadeau, S Ferrara, Adrienne Kelly, Angela D. Melnyk, Devinder Arora, Ahmed Quateen, Nicolas Dea, Anand Ranganathan, Yinan Zhang, Kandasamy Rajamanickam, A. Santos, J. Kevin Wilson, R. Lewis, V.K. Noonan, Natalie Egge, Rowan Schouten, A. Kim, Brian K. Kwon, Ellen Huang, Paul S. Hwang, Kyle D. Allen, L. Jing, B. Mata, Mohammed A. Gabr, William J. Richardson, Lori A. Setton, Jennifer C. Fleming, Fawaz Siddiqi, Abdel‐Rahman Lawendy, David Sanders, Michael D. Staudt, Elena G. Canacari, Eli M. Brown, Alexander Robinson, K. McGuire, Camalene V. Chrysostoum, Y. Raja Rampersaud, M.F. Dvorak, Kenneth Thomas, M C Boyd, Kevin R. Gurr, S. Bailey, Charles G. Fisher, John Street, M. Boyd, M. Dvorak, Vaccaro Ar, Jens R. Chapman, Paul M. Arnold, Christopher I. Shaffrey, Branko Kopjar, Brian D. Snyder, James C. Wright, Stephen J. Lewis, R. Zeller, Paul Moroz, Simon Bacon, Peter Jarzem, Douglas Hedden, James F. Howard, P. Sturm, P. Cahill, A. Samdani, M. Vitale, P. Gabos, N. Bodin, C. d’Amato, C. Harris, John T. Smith, Éric Parent, Douglas L. Hill, Marc Moreau, James Mahood, Andrew Bodrogi, Haider Abbas, Yigal Bronstein, Streamson C. Chua, Sofia Magana, A. Van Houwelingen, Elise Halpern, Subir Jhaveri, Annette M. Lim, Pittavat Leelapattana, F. Siddiqqi, Kajana Satkunendrarajah, S. Bryan, Keith Aronyk, Andrew Nataraj, J Pugh, Ruan Elliott, Melissa D. McKeon, E.P. Abraham, Gavin A Davis, Myron Rogers, Margaret Staples, Gerald M. Y. Quan, Scott Paquette, W. Bradley Jacobs, S. Duplessis, Niraj K. Jha, S. Hewson, Eric M. Massicotte, Seyed Mortaz, Peter C. Coyte, Benjamin Y. Andrew, Hitesh N. Modi, Darren M. Roffey, Isabelle Miles, Eugene K. Wai, Neil B. Manson, Donna Eastwood, Rebecca Elliot, Ish Bains, Elaine Yong, Garnette R. Sutherland, Vincy Chan, Oma Persaud, Arsentiy B. Koshkin, Richard Brull, Naveed Ul Hassan, Stephen M. Petis, Maria Kowalczuk, Brad Petrisor, Mohit Bhandari, C. DiPaola, C. Fisher, B. Kwon, Stewart McLachlin, C. Dunning, Michael G. Fehlings, Peter Wing, Eyal Itshayek, Fin Biering‐Sørensen, M.F. Dvorak, AC Bradi, R. Pokrupa, Tianlin Wen, Stephen Kingwell, Jason D. Chak, Vijay P. Singh, Peter A. Cripton, Thomas R. Oxland, Z. Wali, David Yen, A. Alfllouse, Abdulaziz Alzahrani, Hong Jiang, Frank Kortbeek, Rajesh Reddy, Raja Rampersaud, Jason C. Hurlbert, David Zygun, Daniel R. McGowan, V. Wee Yong, Buddhike Mendis, Santanu Chakraborty, Than Nguyen, Eve C. Tsai, A. Chen, D. Tsui, A F Townson, Derek Atkins, Brian Drew, C. E. Craven, Megan S. Ford, Henry Ahn, Alexander Kiss, James Harrop, Robert G. Grossman, Ralph F. Frankowski, James D. Guest, Bizhan Aarabi, Vanessa K. Noonan, Antoinette Cheung, B. Sun, Lelanie Marais, Maurice Queyranne, Richard C. Fox, Daryl R. Fourney, Mai Johnson, Albert F. Yee, Joel Finkelstein, Jérôme Paquet, Stefan Parent, Sean Christie, Jaciela Gabriele Lange, A. Lapinsky, Patrick M Connolly, J. Eck, David M Rabin, R. Lee, S. Goldstein, M. Sofia, Jumi A. Shin, Kayee Tung, Hyochol Ahn, Juliet Batke, Arvindera Ghag, T. Goyal, J. Littlewood, Rachel Cho, Ganesh Swamy

Bibliographic record

VenueCanadian Journal of Surgery · 2012
Typereview
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsUniversité LavalUniversity of ManitobaUniversity of SaskatchewanInstitute for Clinical Evaluative SciencesCalgary General HospitalFoothills Medical CentreSt. Michael's HospitalToronto Rehabilitation InstituteQueen's UniversityVancouver Coastal Health Research InstituteUniversité de MontréalInternational Collaboration On Repair DiscoveriesPraxis Spinal Cord InstituteHealth Sciences CentreUniversity of CalgaryVancouver General HospitalMcMaster UniversityUniversity Health NetworkUniversity of AlbertaSunnybrook Health Science CentreCentre for Advancing Health OutcomesWestern UniversityHospital for Sick ChildrenToronto Western HospitalUniversity of British ColumbiaSaint John Regional HospitalHôpital de l'Enfant-JésusAlberta Health ServicesHorizon Health NetworkLondon Health Sciences CentreUniversity of TorontoVancouver Hospital and Health Sciences CentreUniversity of OttawaDalhousie UniversityOttawa HospitalHamilton Health SciencesCanada East Spine CentreIzaak Walton Killam Health Centre
Fundersnot available
KeywordsMedicineGlutamate receptorRiluzoleNeuroprotectionNeurotransmitterGaitNeuroscienceAnesthesiaInternal medicinePhysical medicine and rehabilitationReceptor

Abstract

fetched live from OpenAlex

# 1.1.01 Supraspinal modulation of gait abnormalities associated with noncompressive radiculopathy may be mediated by altered neurotransmitter sensitivity {#article-title-2} Radiculopathy resulting from intervertebral disc herniation involves mechanical compression and biochemical inflammation of

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.465
Threshold uncertainty score0.972

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0060.007
Science and technology studies0.0060.001
Scholarly communication0.0040.001
Open science0.0020.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.3180.074

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 head0.074
GPT teacher head0.399
Teacher spread0.325 · 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.

Study designNot applicable
Domainnot available
GenreReview

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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Citations1
Published2012
Admission routes3
Has abstractyes

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