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Record W4255469530 · doi:10.1503/cjs.005813

Trauma Association of Canada (TAC) Annual Scientific Meeting. The Westin Whistler Resort & Spa, Whistler, BC, Thursday, Apr. 11 to Saturday, Apr. 13, 2013Testing the reliability of tools for pediatric trauma teamwork evaluation in a North American high-resource simulation settingThe association of etomidate with mortality in trauma patientsDefinition of isolated hip fractures as an exclusion criterion in trauma centre performance evaluations: a systematic reviewEstimation of acute care hospitalization costs for trauma hospital performance evaluation: a systematic reviewHospital length of stay following admission for traumatic injury in Canada: a multicentre cohort studyPredictors of hospital length of stay following traumatic injury: a multicentre cohort studyInfluence of the heterogeneity in definitions of an isolated hip fracture used as an exclusion criterion in trauma centre performance evaluations: a multicentre cohort studyPediatric trauma, advocacy skills and medical studentsCompliance with the prescribed packed red blood cell, fresh frozen plasma and platelet ratio for the trauma transfusion pathway at a level 1 trauma centreEarly fixed-wing aircraft activation for major trauma in remote areasDevelopment of a national, multi-disciplinary trauma crisis resource management curriculum: results from the pilot courseThe management of blunt hepatic trauma in the age of angioembolization: a single centre experienceEarly predictors of in-hospital mortality in adult trauma patientsThe impact of open tibial fracture on health service utilization in the year preceding and following injuryA systematic review and meta-analysis of the efficacy of red blood cell transfusion in the trauma populationSources of support for paramedics managing work-related stress in a Canadian EMS service responding to multisystem trauma patientsAnalysis of prehospital treatment of pain in the multisystem trauma patient at a community level 2 trauma centreIncreased mortality associated with placement of central lines during trauma resuscitationChronic pain after serious injury — identifying high risk patientsEpidemiology of in-hospital trauma deaths in a Brazilian university teaching hospitalIncreased suicidality following major trauma: a population-based studyDevelopment of a population-wide record linkage system to support trauma researchInduction of hmgb1 by increased gut permeability mediates acute lung injury in a hemorrhagic shock and resuscitation mouse modelPatients who sustain gunshot pelvic fractures are at increased risk for deep abscess formation: aggravated by rectal injuryAre we transfusing more with conservative management of isolated blunt splenic injury? A retrospective studyMotorcycle clothesline injury prevention: Experimental test of a protective deviceA prospective analysis of compliance with a massive transfusion protocol - activation alone is not enoughAn evaluation of diagnostic modalities in penetrating injuries to the cardiac box: Is there a role for routine echocardiography in the setting of negative pericardial FAST?Achievement of pediatric national quality indicators — an institutional report cardProcess mapping trauma care in 2 regional health authorities in British Columbia: a tool to assist trauma sys tem design and evaluationPatient safety checklist for emergency intubation: a systematic reviewA standardized flow sheet improves pediatric trauma documentationMassive transfusion in pediatric trauma: a 5-year retrospective reviewIs more better: Does a more intensive physiotherapy program result in accelerated recovery for trauma patients?Trauma care: not just for surgeons. Initial impact of implementing a dedicated multidisciplinary trauma team on severely injured patientsThe role of postmortem autopsy in modern trauma care: Do we still need them?Prototype cervical spine traction device for reduction stabilization and transport of nondistraction type cervical spine injuriesGoing beyond organ preservation: a 12-year review of the beneficial effects of a nonoperative management algorithm for splenic traumaAssessing the construct validity of a global disability measure in adult trauma registry patientsThe mactrauma TTL assessment tool: developing a novel tool for assessing performance of trauma traineesA quality improvement approach to developing a standardized reporting format of ct findings in blunt splenic injuriesOutcomes in geriatric trauma: what really mattersFresh whole blood is not better than component therapy (FFP:RBC) in hemorrhagic shock: a thromboelastometric study in a small animal modelFactors affecting mortality of chest trauma patients: a prospective studyLong-term pain prevalence and health related quality of life outcomes for patients enrolled in a ketamine versus morphine for prehospital traumatic pain randomized controlled trialDescribing pain following trauma: predictors of persistent pain and pain prevalenceManagement strategies for hemorrhage due to pelvic trauma: a survey of Cana

2013· review· en· W4255469530 on OpenAlexaffvenueabout
G. Hoit, C. Hinkewich, J. Tiao, Valerie Porgo, L. Moore, C. Wang, B. Moffatt, S. Wheeler, L. Gillman, K. Bartens, Paul J. Lysecki, I. Pallister, S. Patel, A. Holmes, A. Trajano, J. March, R. Lyons, R. Kao, Y. Leblanc, J. Rezende-Neto, K. Vogt, S. Alzaid, G. Jansz, D. Andrusiek, K. Bailey, M. Livingston, S. Calthorpe, J. Hsu, P. Lubbert, M. Boitano, W. Leeper, O. Williamson, S. Reid, N. Alonazi, C.M. Lee, E. Aleassa, B. Mador, K. Hoffman, J. Riley, E. Vu, A. Alburakan, J. Mckee, N. Bobrovitz, B.J. Gabbe, J. Hodgkinson, J. Ali, M. Grant, D. Roberts, J. Holodinsky, C. Cooper, M.J. Santana, K. Kruger, M. Waggott, L.T. Da Luz, J. Banfield, A. Dorigatti, K. Birn, R. Zakirova, D. Davies, D. Das, G. Gamme, Farah Pervaiz, Y. Almarhabi, A. Brainard, R. Brown, H. Jowett, S. Bressan, A. Hogan, R. Boulay, M. Howlett, P. Atkinson, A. Chesters, F. Hamadani, J. Doucet, F. Muakkassa, N. Sathivel, S. Chadi, Binumon Joseph, L. Takeuchi, N. Bradley, B. Al Bader, A. Harrington, K. Nixon, P. Veigas, M. Azzam, Y. Lin, N. Nash, G. Slobogean, J. Spicer, B. Heidary, R. Berg, A. Sankarankutty, T. Zakrison, S. Babul, S. Lockhart, S. Faux, A. Jackson, T. Lee, J. Pemberton, R. Green, J. Tallon, A. Turgeon, A. Boutin, D. Reinartz, G. Lapointe, X. Neveu, I. Bratu, C. Gladwin, D. Voaklander, M. Lewis, Klaus-Peter Eckert, J. Williamson, T Charyk Stewart, D. Gray, R. L’Heureux, M. Ziesmann, P. Brindley, C. Hicks, P. Fata, P. Engels, D. Paton-Gay, S. Widder, Kelly Vogt, Roberto Hernandez‐Alejandro, Laura Vanderbeek, F. Forrokhyar, R. Anatharajah, N. Howatt, S. Lamb, N. Sne, K. Kahnamoui, A. Walters, C. Brooks, L. Pinder, Shah Rahman, E. Donnelly, M. Lewell, R. Mellow, Caroline Hedges, P. Morassutti, R. Bulatovic, E. Galbraith, S. McKenzie, D. Bradford, M. Peddle, Adam Dukelow, D. Eby, S. McLeod, Bruna Zanetti Pereira, Jai Sareen, M. Doupe, J. Gawaziuk, D. Chateau, S. Logsetty, J. Lewis, D. O’Doherty, S. Hopkins, Suki Griffiths, S. Palmer, Belinda J. Gabbe, Xiaotian Xu, C. Martin, A. Xenocostas, T. Mele, T. Rui, M. Andrade, F. Cruz, P. Carreiro, T. Andrade, J. Lampron, F. Balaa, R. Fortuna, M. Marques, Teresa Jacob Fernandes, J. Smith, O. Okoye, I. Shulman, Jennie Nelson, N. Parry, P. Rhee, R. Ostrofsky, G. Butler-Laporte, T. Chughtai, H. Anton, J. Wei, E. Randall, Brooke Ballantyne Scott, R. van Heest, C. Frankfurter, S. McKerracher, N. Merritt, L. Barber, Larry Kimmel, C. Hodgson, M. Webb, A. Holland, R. Gruen, K. Harrison, R. Ilkaev, L. Hsee, I. Civil, A. Muizelaar, F. Baillie, Thomas J. Leeper, Tracy Murray Stewart, A. Sutherland, M. Hart, František Tůma, A. Coates, Forough Farrokhyar, S. Faidi, Fernando Gastaldo, Dave Paskar, B. Petrisor, Mohit Bhandari, W.J. Loh, Chunyin Ho, Chee Keong Chong, G. Rodrigues, M. Gissoni, Milene Torres Martins, J. Cunha-Melo, Sandro Rizoli, Fikri M. Abu‐Zidan, Peter Cameron, Shulamit Bernard, Tony Walker, D. Jolley, K. Masci, PG Simpson, Karen Smith, Shelley Cox, David C. Evans, Anita West, Leslie Barratt, L. Rozmovits, B. Livingstone, Mai Vu, D. Griesdale, Rob Schlamp, R. H. Wand, A. Alrowaili, Hamed A. Alghamdi, F. Essbaiheen, M. Alhabboubi, Jeffrey Chankowsky, Mary Stephens, Kristy A. Belton, J. Kortbeek, I. Bratu, Blandine Dufresne, J. Guilfoyle, Geoffrey Ibbotson, Kevin Martin, David S. Matheson, Portland Parks, Linzi Thomas, A. Kirkpatrick, T. Kline, Steven Macey, Rodney Judson, Michael A. Morgan, Susan McLellan, Kevin J. Wilson, Anne Sorvari, Zan Chaudhry, K. Khawaja, Ali Ali, Jamshed Akhtar, Muhammad Zubair, J. Nickow, Chris Ball, Annika Reintam Blaser, D. Zygun, Dennis C. Roberts, M.J. Santana, B. Tanenbaum, Henry T. Stelfox, Barbara Ribeiro Redondano, L. Simakawa Jimenez, Thiago Messias Zago, R. Barros de Carvalho, T. Araujo Calderan, S. Campbell, Paul T. Engels, Mauricio Ferri, A. Lashoher, Amanda McFarlan, N. U. Ahmed, J Booy, David Q. McDowell, Ahmed Nasr, Paul W. Wales, M. Mercado, Rohan Lall, H.T. Stelfox, Dan Niven, Elijah Dixon, Gilaad G. Kaplan, M. Hameed, Mohammad Qadura, Scott A. Reid, J. Veenstra, P. Hennecke, R. Gardner, Leo Appleton, R. Simons, C. Bevan, Joe Crameri, D. P. Hogan, L. Grealy, C. Palmer, E. Beairsto, E. Goulette, M. Martin, S. Benjamin, I. Watson, J.M. Savoie, H Ondiveeran, Kevin J. Doody, D. Leblanc-Duchin, Bernhard Strack, Asad Naveed, L. vanRensburg, Rabinder N. Madan, Kerianne Boulva, Glenn Verheul, Adam Parks, J. Milne, Joe Nemeth, João Carlos Ferrari Corrêa, B. Bernardin, E. Sproul, Amita Mehta, Michael R. Galarneau, P. Mahadevan, Vipul Bansal, Janice A. Dye, Peggy Hollingsworth-Fridlund, P. R. Stout, Bruce Potenza, Raúl Coimbra, Robert Marley, Ann Salvator, D. Pisciotta, J. Bridge, Sen Lin, Howard Ovens, Hana Abdo, R. Dencev-Bihari, Abdel‐Rahman Lawendy, V. Pandit, Andrew Tang, Terence O’Keeffe, J. J. Wynne, Lynn Gries, R. Friese, Tracey Taulu, Hui‐Li Wong, Abdulaziz Saleem, K. Khwaja, D. Deckelbaum, Madelaine Plourde, Sami A. Chadi, T.L. Forbes, Gilles Martin, Kathryn Gaunt, Glen Bandıera, Mohammed Bawazeer, Donald W. MacKinnon, Justin Spence, B. Nascimento, Hassan Aziz, Alan Tang, Gary Vercruysse, N. Kulvatunyou, John C. Sakles, Jarrod Mosier, David Norman, J. Li, J. Al-Oweis, Paola Fata, Tarek Razek, O. Albuz, E. Karamanos, Ogochukwu Okoye, Mona Elhusseini, Monisha Sudarshan, C.A. MacPherson, Tao Sun, Marc Pelletier, Marianne Khalil, David Valenti, R. G. S. Brown, Rondi B. Gelbard, Moe D, Daniel Grabo, K. Inaba, Jason Pasley, Pedro G. Teixeira, P. Talving, S. Y. Fung, I. Alababtain, Elena Brnjac, Luís Teodoro da Luz, Priti Parikh, Kurt A. Proctor, Mary Elizabeth Murtha, Carl I. Schulman, Nicholas Namias, Ronald L. Goldman, Ian Pike, Paul Korn, C. Flett, Tiffany Jackson, J. Keith, T Joseph, E. Giddins, J.F. Ouellet, Mackenzie R. Cook, Markus Schreiber

Bibliographic record

VenueCanadian Journal of Surgery · 2013
Typereview
Languageen
FieldMedicine
TopicTrauma and Emergency Care Studies
Canadian institutionsMining Association of CanadaMount Sinai HospitalUniversité de MontréalGF Strong Rehabilitation CentreCentre hospitalier de l'Université LavalFraser HealthUniversity of WindsorVancouver Coastal HealthProvincial Health Services AuthorityFoothills Medical CentreCanadian Sport Centre PacificAlberta Health ServicesSpinal Cord Injury AlbertaInstitut National d'Excellence en Santé et en Services SociauxYork UniversityCollège Communautaire du Nouveau-BrunswickWestern UniversityHospital for Sick ChildrenOttawa HospitalVancouver General HospitalHealth Sciences CentreUniversity of CalgaryUniversity of AlbertaChildren's & Women's Health Centre of British ColumbiaSunnybrook Health Science CentreSt. Michael's HospitalSaint John Regional HospitalUniversity of British ColumbiaAlberta HealthHamilton General HospitalMcMaster Children's HospitalMcGill University Health CentreLondon Health Sciences CentreMcGill UniversityDalhousie UniversityUniversity of OttawaUniversity of ManitobaMemorial University of NewfoundlandUniversity of TorontoRoyal Columbian HospitalStollery Children's HospitalUniversité LavalHôtel-Dieu Grace HealthcareHamilton Health SciencesCentre for Research in Astrophysics of QuébecParachuteMcMaster University
Fundersnot available
KeywordsMedicineTeamworkThursdayWhistlerReliability (semiconductor)Medical emergencyManagement

Abstract

fetched live from OpenAlex

# Testing the reliability of tools for pediatric trauma teamwork evaluation in a North American high-resource simulation setting {#article-title-2} Literature suggests that teamwork and team performance greatly impact medical trauma outcomes. While trauma simulations have been shown to improve

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)0.006
metaresearch head score (Gemma)0.013
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: Review · Consensus signal: Review
Teacher disagreement score0.969
Threshold uncertainty score0.239

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0050.008
Science and technology studies0.0040.001
Scholarly communication0.0050.001
Open science0.0020.002
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0710.018

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 head0.033
GPT teacher head0.347
Teacher spread0.314 · 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
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".

Quick stats

Citations0
Published2013
Admission routes3
Has abstractyes

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Same venueCanadian Journal of Surgery→Same topicTrauma and Emergency Care Studies→French-language works237,207→