← Back to cohort
Trauma Association of Canada (TAC) Annual Scientific Meeting. The Westin Whistler Resort & Spa, Whistler, BC, Thursday, Apr. 11 to Saturday, Apr. 13, 2013
G Hoit, Katherine Bailey, Joyce Pemberton, C Hinkewich, R Green, José Manuel Silvosa Tallón, Judith Tiao, Lucille Moore, Alexis F. Turgeon, Anna Boutin, Porgo, D Reinartz, Gatien Lapointe, Henry T. Stelfox, A. Nathens, X Neveu, C Wang, I. Bratu, C Gladwin, D Voaklander, Mike Lewis, Bill Moffatt, K Vogt, Karin Eckert, J Williamson, T Charyk Stewart, N. Parry, Dwight E. Gray, S Wheeler, R L’Heureux, Lawrence M. Gillman, M Ziesmann, John B. Kortbeek, Paul Brindley, Carol Ann Hicks, Paola Fata, Paul T. Engels, Chris Ball, D Paton-Gay, Sandy Widder, K Bartens, Roberto Hernandez‐Alejandro, P Lysecki, L Vanderbeek, F Forrokhyar, R Anatharajah, N Howatt, Stephan Lamb, Sne N, K Kahnamoui, Ian Pallister, R. Lyons, A Walters, Candler Brooks, Leeya F. Pinder, Sazedur Rahman, S. Patel, Berhanu Kidane, P Bradford, Erin Donnelly, M Lewell, R Mellow, Christopher Hedges, P Morassutti, Ranko Bulatovic, Evelyn Van Galbraith, Stephen McKenzie, David T. Bradford, M Peddle, A Dukelow, E Rumer -D, Shelley McLeod, Allen C. Holmes, Owen D. Williamson, A Trajano, Gustavo Pereira Fraga, Blithz Yorgen Lozada Pereira, Joan Carles March, Jagjeet Sareen, Malcolm Doupe, J Gawaziuk, Dan Chateau, S Logsetty, Jon A. Lewis, Daphne Maria O'Doherty, Samuel Hopkins, Scott Griffiths, Sue Palmer, Belinda J. Gabbe, Kao R, Xinhua Xu, Carlos A. Martín, Anargyros Xenocostas, T Mele, Rui T, José V. Rezende-Neto, Edeli Simioni de Abreu, Marco Paulo Andrade, Francisco Javier Bernal Cruz, Rocha Pires, P Carreiro, Thayná Trindade da S. de Andrade, Y. Leblanc, Jacinthe Lampron, Fady Balaa, R Fortuna, Hawraa Issa, Pedro Dias, Mário Reis Marques, Taís Marcondes de Oliveira Fernandes, Thiago Weslei de Almeida Sousa, K. Inaba, Jacob Smith, Ogochukwu Okoye, E Joos, Isaac Shulman, J.K. Nelson, Peter Rhee, Δημήτριος Δημητριάδης, Shaikah F. Alzaid, R Ostrofsky, Guillaume Butler‐Laporte, T Chughtai, Kosar Khwaja, David Mulder, Tarek Razek, David Deckelbaum, G Jansz, Douglas Andrusiek, Dallas Evans, Hugh Anton, Wei Jiang, E Randall, Boris Sobolev, Bryan R. Scott, van Heest R, Claudia Frankfurter, Sue McKerracher, Myra Cohn Livingston, Nicole Merritt, S Calthorpe, Lafayette L. Barber, Lawrence Kimmel, Claire Hodgson, Marcus Webb, A. Holland, Reinhold Gruen, Hsu J, K Harrison, P Lubbert, Mikyung Hwang, L Hsee, Ian Civil, M. A. Boitano, A Muizelaar, Frank Baillie, W. Robert Leeper, Terry Leeper, A Sutherland, Maximilian Hart, Scott A. Reid, František Tůma, Alan Coates, Forough Farrokhyar, S. Faidi, N Alonazi, Fernando Gastaldo, D Paskar, Brad Petrisor, Mohit Bhandari, Lee C, Loh W, Ho C, Chee Leong Chong, Gerlany Galvíncio Rodrigues, M. Gissoni, Maria Castanho Martins, J R Cunha-Melo, Sandro Rizoli, E Aleassa, Fikri M. Abu‐Zidan, P Jennings, P. J. Cameron, S Bernard, Thomas P. Walker, Daniel Jolley, Mark Fitzgerald, K. Masci, PG Simpson, K Smith, Simón Cox, Brett Mador, Karen Hoffman, Amy West, Jenn Riley, Leslie Barratt, Linda Rozmovits, Vu E, B. Livingstone, Vu M., D. Griesdale, R Schlamp, R. H. Wand, A Alburakan, Mostafa Alhabboubi, A. Alrowaili, Hanan Al–Ghamdi, F Essbaiheen, J Chankowsky, J. Mckee, Mikayla Stephens, Vis C, Kristy A. Belton, Blandine Dufresne, Jr. John J. Guilfoyle, G Ibbotson, Kailey N. Martin, David S. Matheson, Portland Parks, Lia Thomas, A Kirkpatrick, Niklas Bobrovitz, Mariana Santiago de Sant’Ana, Theresa Kline, Steven Macey, Rodney Judson, Michael A. Morgan, Susan McLellan, Kevin J. Wilson, James Hodgkinson, Ali Javid, Anne Sorvari, Zafar Ullah Chaudhry, K. Khawaja, Ali Ali, Jamshed Akhtar, Muhammad Zubair, J. Nickow, Marquis C. Grant, Dennis C. Roberts, J Holodinsky, Roman Jaeschke, Albrecht Blaser, J Starkopf, David Zygun, Carly Cooper, Kathrin Krüger, Melissa Waggott, Da Luz L, Jane Banfield, B Tanenbaum, A Dorigatti, B Redondano, Laura Anoz Jiménez, T Zago, de Carvalho R, Thiago Rodrigues Araújo Calderan, K Birn, Stephen N. Campbell, Mario Ferri, R. A. Zakirova, A. Lashoher, Amanda McFarlan, N. U. Ahmed, Daniel R. Davies, J Booy, Daniel McDowell, Abdelrahman Nasr, Play Wales, D.K. Das, Melissa M. Mercado, R Lall, G Gamme, Dan Niven, E. James Dixon, Grégoire Kaplan, M. Hameed, F Pervaiz, M Qadura, Y Almarhabi, Alanson D. Brainard, R. G. S. Brown, J. Veenstra, Peter Hennecke, Richard K. Gardner, Leanne Appleton, Núria Bell, Robert A. Simons, Helen Jowett, C. A. Palmer, C. Bevan, Joe Crameri, D. P. Hogan, L. Grealy, S Bressan, Anne Marie Hogan, Ivan Watson, Rob Boulay, A Chisholm, E. Beairsto, E Goulette, María Asunción García Martín, S Woodford, S. G. W. Benjamin, J Savoie, H Ondiveeran, Maddison Howlett, Patricia Atkinson, Kenneth Doody, Joan N. Fraser, D. Leblanc-Duchin, Bernhard Strack, A Naveed, L. vanRensburg, Rabinder N. Madan, A Chesters, F Hamadani, G Verheul, Alan E. Parks, James Milne, M.Sc. SAMAH M. ISMAIL MAHA M. AZZAM, John Nemeth, Javier Santiago Ortiz Correa, B Bernardin, Al Bader B, E Sproul, Amita Mehta, Jean-Louis Doucet, M Galarneau, Pushpa Mahadevan, Dye J, Peggy Hollingsworth-Fridlund, P Stout, Bruce Potenza, Rodrigo Coimbra, F Muakkassa, Ron Marley, A Salvator, D. Pisciotta, N Sathivel, J. Bridge, Steven Lin, Howard Ovens, Sami A. Chadi, R. Dencev-Bihari, A Lawendy, Baker Joseph, I Ibrahim-Zada, Pandit Pandit, Alan Tang, Terence O’Keeffe, J. J. Wynne, L Gries, R Friese, Lauro M Takeuchi, Noah P. Bradley, Tracey Taulu, Him Cheng Wong, Adil Saleem, Mathieu Plourde, Thomas R. Forbes, Amanda Harrington, K C Nixon, Gilles Martin, Glen Bandıera, Manal Bawazeer, Donald W. MacKinnon, Justin Spence, P Veigas, Ajith Kumar Sankarankutty, Barbara Spalemsa do Nascimento, Hazlina Aziz, Ghislain Vercruysse, N Kulvatunyou, John C. Sakles, John Mosier, David Bracco, Yan Lin, Donald A. Norman, Jing Li, J Al-Oweis, Nicholas A. Nash, O. Albuz, E Karamanos, Peep Talving, Mona Elhusseini, Monisha Sudarshan, Gerard P. Slobogean, C. B. Macpherson, Tung‐Tien Sun, Michel Pelletier, Jonahan Spicer, munawar khalil, Danila Valenti, Behrouz Heidary, R Gelbard, Moe D, D Grabo, Ralph Berg, Jason Pasley, Palloma de Souza Teixeira, Suk Yee Roxana Fung, I Alababtain, E Brnjac, Luz L, Tanya L. Zakrison, Priti Parikh, Kristin Proctor, Mary Elizabeth Murtha, C Schulman, N Namias, Shelina Babul, Ralph M. Goldman, Ian Pike, Paula Korn, Sarah L. Lockhart, C. Flett, Tommie Jackson, Jim Keith, Sandra A. Faux, A Jackson, T Joseph, E. Giddins, Lee T, Jérôme Ouellet, Maurice Cook, Miranda Schreiber
Bibliographic record
VenueCanadian Journal of Surgery · 2013
Typearticle
Languageen
FieldMedicine
TopicTrauma and Emergency Care Studies
Canadian institutionsMount Sinai HospitalUniversité de MontréalHamilton Health SciencesMcMaster Children's HospitalMcGill University Health CentreHamilton General HospitalMcMaster UniversityRoyal Columbian HospitalSaint John Regional HospitalUniversity of British ColumbiaOttawa HospitalFraser HealthUniversity of WindsorVancouver Coastal HealthProvincial Health Services AuthorityFoothills Medical CentreUniversity of ManitobaAlberta Health ServicesMcGill UniversityLondon Health Sciences CentreUniversity of TorontoWestern UniversitySunnybrook Health Science CentreSt. Michael's HospitalGF Strong Rehabilitation CentreDalhousie UniversityUniversity of OttawaVancouver General HospitalUniversity of CalgaryUniversity of AlbertaUniversité Laval
Fundersnot available
KeywordsThursdayMedicineWhistlerTheology
DOInot available
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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)0.001
metaresearch head score (Gemma)0.002
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: Other · Consensus signal: Other
Teacher disagreement score0.095
Threshold uncertainty score0.231
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.069 | 0.021 |
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 head0.025
GPT teacher head0.224
Teacher spread0.199 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine 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
GenreOther
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 abstractno