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Enregistrement W4300189492 · doi:10.1503/cjs.006916

Canadian Spine Society1.01: Do lumbar decompression and fusion patients recall their preoperative status? Recall bias in patient-reported outcomes1.02: Trends and costs of lumbar fusion and disc replacement surgeries in Ontario: a population-based study1.03: Ontario’s Inter-professional Spine Assessment and Education Clinics (ISAEC): patient, provider and system impact of an integrated model of care for the management of LBP1.04: Validation of the self-administered online assessment of preferences (SOAP) utility elicitation tool1.05: Performance indicators in spine surgery: a systematic review1.06: Inter-professional Spine Assessment and Education Clinics (ISAEC): a networked model of care with changes to referral population profile and reduced surgical wait-times1.07: Improving spine surgical access, appropriateness and efficiency in metropolitan, urban and rural settings1.08: Reliability of the spine CPR score among emergency physicians1.09: Deriving a clinical prediction model for degenerative spine disorders1.10: Development of validated computer-based preoperative predictive model for reaching ODI MCID with 86% accuracy based on 198 ASD patients with 2-year follow-up1.11: Validation of the spine CPR score1.12: Can ultrasound detect curve progression of scoliosis without ionizing radiation?1.13: Relationship between age and nonoperative utilization in elective cervical spine surgery1.14: Larger global sagittal correction associated with increased PJK and major complications, but lead to better correction and HRQoL scores1.15: Comprehensive analysis of SRS appearance domain score drivers and comparative relationship to satisfaction in adults2.16: Incremental cost to Canada’s health care system of acute complications following spinal cord injury2.17: The prevalence and natural history of problematic spasticity following traumatic spinal cord injury2.18: Exploring the possibility of using artificial neural networks to predict mortality after spinal cord injury2.19: Developing a new index to predict mortality after spinal cord injury using machine learning techniques2.20: The impact of complications and opportunities to improve function, health and quality of life: our best approach to “cure” SCI today2.21: Delays in time from injury to specialized SCI centres increase in-hospital mortality in acute SCI2.22: The modified extremity motor (MEM) classification: A neurological classification of traumatic central cord syndrome (TCCS)2.23: The stable spine central cord syndrome (SCCS): a prospective surgical cohort2.24: Changes following acute traumatic spinal cord injury: a prospective pilot study on serial MRIs2.25: Next-generation MRI identifies tract-specific injury and predicts focal neurological deficits in degenerative cervical myelopathy: development and characterization of accurate imaging biomarkers for spinal cord pathologies2.26: Translating state-of-the-art spinal cord MRI techniques to clinical use: a systematic review of clinical studies using DTI, MT, MWF, MRS and fMRI2.27: Motor cortex electrical stimulation to promote spinal cord injury recovery in an animal model2.28: Role of muscle damage on loading at the level adjacent to a lumbar spine fusion: a biomechanical analysis2.29: Classifying injury severity and predicting neurologic outcome after acute human spinal cord injury with cerebrospinal fluid biomarkers2.30: Spine surgery a mari usque ad mare3.31: Prognostic factors for survival in a surgical series of symptomatic metastatic epidural spinal cord compression: a prospective North American multi-centre study in 142 patients3.32: Surgical management of spinal osteoblastomas3.33: General population utilities for metastatic epidural spinal cord compression health states3.34: Instrumentation following decompression for spinal metastases — Is there a need for fusion in addition to internal fixation?3.35: Do racial differences affect surgical outcomes in patients with degenerative cervical myelopathy? Results from the prospective, multicentre AOSpine International study on 479 patients3.36: Is preoperative duration of symptoms a significant predictor of functional status and quality of life outcomes in patients undergoing surgery for the treatment of degenerative cervical myelopathy?3.37: Surgery for degenerative cervical myelopathy from an economic and outcome perspective: a cost–utility analysis of the combined data from the AOSpine North America and International studies3.38: Laminoplasty versus laminectomy and fusion to treat cervical spondylotic myelopathy: outcomes of the prospective multicentre AOSpine North America and International CSM studies3.39: The impact of spinal manipulation on lower extremity motor control in lumbar spinal stenosis patients: a single-blind randomized clinical trial3.40: Predictors of improved pain, function and quality of life following elective lumbar spine fusion surgery3.41: Objective measurement of free-living physical activity (performance) in lumbar spinal s

2016· review· en· W4300189492 sur OpenAlexaffvenueabout
Ilyas Aleem, Yan Xu, Y. Raja Rampersaud, Markian Pahuta, Eric J. Crawford, Mohammad Zarrabian, Michael Yang, Justin K. Scheer, Edmond Lou, Sarfraz Malleck, Alex Soroceanu, Barry White, Kaila A. Holtz, Nader Fallah, Joel Finkelstein, Jin W. Tee, Jérôme Paquet, Joost Rutges, Allan R. Martin, Andrew Jack, Masoud Malakoutian, Anick Nater, Anne Versteeg, Eoin Fenton, Narihito Nagoshi, Christopher D. Witiw, Carlo Santaguida, Mina Aziz, Christy Tomkins‐Lane, Firoz Miyanji, Michael S. Johnson, Jin Tee, Darren M. Roffey, Nathan Evaniew, Lindsay Tetreault, Justin S. Smith, Raphaële Charest-Morin, Travis Marion, So Kato, Austin Enright, Eden Daly, Ayoub Dakson, Erika Leck, Edward Abraham, Neil Manson, Jonathan Duncan, Amin Mohamed Ahmed, Jason C. Eck, John M. Rhee, Bradford L. Currier, Ahmad Nassr, David Yen, Ana Johnson, Sue Schultz, B. Young, David Puskas, David Henry, Aaron Frombach, Gunita Mitera, Doug Coyle, Joel Werier, Eugene K. Wai, John Hurlbert, Robert Ravinsky, Andrew Bidos, Brian Drew, Ken Thomas, Stephan DuPlessis, Tamir Ailon, Eric O. Klineberg, Frank Schwab, Christopher P. Ames, Ken Thomas, Andrew Nataraj, Rui Zheng, Doug Hill, Marc Moreau, Douglas Hedden, Sarah Southon, Michael Goytan, Justin Smith, Virginie Lafage, Christopher I. Shaffrey, Khaled M. Kebaish, Daniel Scubbia, Robert Hart, Michael P. Kelly, Justin Smith, Richard Lafage, Nicolas Dea, John Street, Rachel Lipson, Vanessa K. Noonan, Brian K. Kwon, Patricia Mills, Jeffery Shum, So Eyun Park, Elaine Chan, Tova Plashkes, Marcek Dvorak, Manekta Bedi, Chester Ho, Eve C. Tsai, Catherine Truchon, Gary Linassi, Colleen O’Connell, Andrea Townson, Carolyn E. Schwartz, Luc Noreau, Freda M. Warner, Najmedden Attabib, Stefan Parent, Dilinuer Kuerban, Marcel F. Dvorak, Sean Christie, Christopher S. Bailey, Henry Ahn, Julien Cohen‐Adad, David W. Cadotte, Sukhvinder Kalsi‐Ryan, Benjamin De Leener, Justin Wang, Adrian P. Crawley, David J. Mikulis, Howard J. Ginsberg, Michael G. Fehlings, Zenovia Tarmohamed, Nathaniel Smith, Karim Fouad, Hans‐Joachim Wilke, Ian Stavness, Sidney Fels, Thomas R. Oxland, Femke Streijger, Nader Fallah, Scott Paquette, Michael Boyd, Branko Kopjar, Mark B. Dekutoski, John C. France, Ziya L. Gokaslan, Eric M. Massicotte, Laurence D. Rhines, Peter S. Rose, Arjun Sahgal, James M. Schuster, Alexander R. Vaccaro, Nicolas Dea, Stefano Boriani, Péter Varga, Alessandro Luzzati, Mark H. Bilsky, Jeremy Reynolds, Niccole Germscheid, Carl van Walraven, Philippe Mercier, Ish Bains, W. Bradley Jacobs, Hiroaki Nakashima, Helton Luíz Aparecido Defino, Shashank Sharad Kale, S. Tim Yoon, Giuseppe Barbagallo, Ronald Bartels, Qiang Zhou, Cheryl M. Glazebrook, Jeff D. Golan, Richard Hu, Justin Norden, Aman Sinha, Matthew Smuck, Sameer Desai, Jahangir Asghar, Burt Yaszay, Harry L. Shufflebarger, Randal R. Betz, Peter O. Newton, Steven Passmore, James R. McCammon, Greg McIntosh, Adbdulghader Alfasi, Emile L. Hashem, Gabrielle D. Papineau, Stephen Kingwell, Emilie P. Belley‐Côté, Carly S. Rivers, Kristian Dalzell, Juan J. Zamorano, Mohammed F. Shamji, Ian Andersson, Anna Dembek, Krystle Pagarigan, Joseph R. Dettori, Mark Kotter, Thomas E. Mroz, Andrea C. Skelly, Jens Chapman, Bizhan Aarabi, Steve Casha, Susan Jaglal, Jennifer Voth, Albert Yee, Frank Schwab, Subaraman Ramachandran, Alan H. Daniels, Gregory M. Mundis, Vedat Deviren, Liam Stobart, Christopher J. Ryerson, Alana M. Flexman, Christiana L. Cheng, Vanessa Noonan, Charles G. Fisher, Stephen J. Lewis, Chris Reilly, David H. Clements, Baron S. Lonner, Mike Johnson, Steve Passmore, M. Goytan, Erin Bigney, Kate Wagg, Ziya L. Gokaslan, Maxwell Armstrong, Anthony V. Perruccio, Elizabeth M. Badley

Notice bibliographique

RevueCanadian Journal of Surgery · 2016
Typereview
Langueen
DomaineEngineering
ThématiqueMedical Imaging and Analysis
Établissements canadiensCanadian AIDS SocietyWestern UniversityInstitut National d'Excellence en Santé et en Services SociauxUniversité de MontréalInternational Collaboration On Repair DiscoveriesBurnaby HospitalFoothills Medical CentreVancouver Coastal HealthPolytechnique MontréalUniversité de SherbrookeThunder Bay Regional Health Sciences CentreHamilton General HospitalInstitute for Clinical Evaluative SciencesUniversity of SaskatchewanQueen Elizabeth II Health Sciences CentreHorizon Health NetworkThe Canadian Scientific & Christian AffiliationVancouver Spine Surgery InstituteMcMaster UniversityUniversity of FrederictonMount Royal UniversityBC Children's HospitalCentre for Interdisciplinary Research in RehabilitationUniversité LavalSunnybrook Health Science CentreUniversity of ManitobaPraxis Spinal Cord InstituteUniversity Health NetworkUniversity of AlbertaVancouver General HospitalHealth Sciences CentreUniversity of CalgaryMcGill UniversityDalhousie UniversityUniversity of OttawaToronto Western HospitalSaint John Regional HospitalUniversity of British ColumbiaStan Cassidy FoundationOttawa HospitalPrograms for Assessment of Technology in Health Research InstituteUniversity of TorontoAlberta Health ServicesQueen's University
Organismes subventionnairesnon disponible
Mots-clésMedicineDecompressionRecallLumbarLumbar spineSurgerySpinal fusionSingle levelCohortInternal medicine

Résumé

récupéré en direct d'OpenAlex

The Canadian Spine Society is a collaborative organization of spine surgeons advancing excellence in research, education and patient care.Accreditation: This event is an accredited group learning activity (Section 1) as defined by the Maintenance of Certification Program of the Royal College of Physicians and Surgeons of Canada, approved by The Canadian Orthopaedic Association.Course objectives: The Annual Scientific Conference of the Canadian Spine Society provides a contemporary review of spine surgery and spine care in Canada.The conference is a joint meeting of the Canadian Spine Society and the Canadian Paediatric Spine Society that encompasses a full range of spinal problems and current solutions.This year the focus ranged from the best means of triaging back pain patients to avoid unnecessary surgical intervention to the complication of postoperative spinal infection.Pediatric presentations included the ongoing study of home-based pain management following scoliosis surgery and the status of the national spine registry.The program offered a carefully constructed mix of didactic lectures, research updates and interactive symposia, and an opportunity to obtain valuable continuing medical education while engaging in a vibrant exchange of ideas and points of view

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,017
score de la tête « metaresearch » (Gemma)0,074
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Synthèse · Signal consensuel: aucune
Score de désaccord entre enseignants0,096
Score d'incertitude au seuil0,193

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0170,074
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0020,001
Bibliométrie0,0040,011
Études des sciences et des technologies0,0040,002
Communication savante0,0030,001
Science ouverte0,0030,002
Intégrité de la recherche0,0020,002
Charge utile insuffisante (le modèle a refusé de juger)0,0090,002

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,155
Tête enseignante GPT0,378
Écart entre enseignants0,222 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreSynthèse

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations5
Publié2016
Routes d'admission3
Résumé présentoui

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Même revueCanadian Journal of SurgeryMême sujetMedical Imaging and AnalysisTravaux en français237 207