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Canadian Pain Society Conference : May 27 – 30, 2009, Quebec City, Quebec
A Bélanger, S Marchand, M. McGillion, Manon Choinière, Joseph L. Henry, de Souza J, Paul E. Baer, Pierre Dolbec, A Sinha, Joseph Katz, Claudette Cloutier, Alison Boulanger, MA Fitzcharles, E Lessard, H. B. G., An Nguyen, Anita Unruh, Fernando Cerveró, Nathalie Vergnolle, Bradley G. Stevens, Sheryl A. Scott, Junichi Yamada, Margaret Barwick, Fred Campbell, Carmen Chambers, J. A. Cohen, G. D. Cummings, CA Estabrooks, G. Allen Finley, C. Johnston, T. E. Kavanagh, Margot Latimer, Eun‐So Lee, S.P. Lemay, Patrick C. McGrath, Judy Rashotte, Christina Rosmus, Doris M. Sawatzky-Dickson, Souraya Sidani, Jayne Stinson, Robyn Stremler, Anne Synnes, Andrea Taddio, Élise Villeneuve, Fay Warnock, Andy Willan, Sang Woo Kang, Alvin R. Hutchinson, J. Watt-Watson, Kim Yi Dionne, Clinton McNair, S Oliver-Homewood, Lee K, de Silva N, Yoram Shir, José Eduardo Pereira, Paul Taenzer, Christa Harstall, T Findley, G Beaumont, R Bruneau-Bhérer, Maida Maida, Carleigh Novak, John Carrier, Marie‐Chantal Fortin, Annie Gosselin, Piotr Michoń, Charles Mercier, F Malouin, Patrick G. Jackson, M Mathieu, M Karine, Molly Ennis, Dimitri J. Anastakis, Daniel A. Beaton, Marianne Noël, Sharon Beggs, A. T. Wilson, N Schuelert, C Walker, Mengwei Tu, Bocheng Liang, Javier Ruiz‐Martínez, E Subocz, J McDougall, Xu Zhijian, Joseph Rochford, Ruth E. Grunau, J Weinberg, Tyler Oberlander, M Whitfield, Mai Kasamatsu, Lincoln F. Hanson, William D. Frey, Coco Toth, Van Den Kerkhof E, Wilma M. Hopman, Tanveer Towheed, David B. Goldstein, Robert A. Wilson, M. Harrison, Lam M, S. Johnston, J Medd, Ian Gilron, Rachel da Silva Serejo Cardoso, Evelyn Jacob, Matthaeus Ware, T Wang, Thomas Hadjistavropoulos, Gregory P. Marchildon, Mary G. Lynch, Roger O’Sullivan, Peter MacDougall, G Rollman, Philippe Goffaux, Stefan Lautenbacher, Pam Squire, Miroslav Bačkonja, Stefan Stern, Roman D Jovey, Pillai Riddell R, S Hons, Gilles Lavigne, Jana Sawynok, A. R. DRAY, B Ulmer, T Bremner, Holly Divine, Lucia Gagliese, C Shobbrook, David Warr, Ko G, Angela Genge, Elizabeth G. VanDenKerkhof, Julie Bruce, M Peters, Norman Buckley, Michael Gofeld, Sarah Potvin, Liana Galimova, Marc Afilalo, Oh C, A. Okamoto, Van Hove, Josefina Giancaterino Stegmann, D Upmalis, Button Michelle, Michigan Michelle, Grace Bellingham, Phyllis Peng, A Bhatia, Joan Bestard, J. Wesley Boyd, Mario Reyes, Chad Boult Robert L Kane Randall Brown, D Buckley, U Athali, John Nwolim Paul, Dr.Somanath Reddy, D Teles, J. D. Watson, Marsha Campbell‐Yeo, Françoise Filion, Katherine McNaughton, D Cane, Maura McCarthy, Don MacDonald, McKenzie Chappell, C. H. Chiang, Kazue Itoh, J.O. Dostrovsky, Barry J. Sessle, Jane Costello, Christopher M. Feindel, Denise N. Guerriere, M Carrier, Mordechai Cogan, Marie-Hélène Guertin, François Lespérance, Jean‐François Bussières, R. G. BASKETT, Judith McFetridge-Durdle, Jean Sullivan, So-yeon Chung, Nazia Hossain, Allen Blackman, Craig Shapiro, Hannah Clarke, Siân Robinson, D Kennedy, Jeffrey Gollish, Kay J, M Cord, D. D. Davis, Kate Reid, S Musclow, L Palozzi, Din L, R.W. Riddell, S Gordner, William Eardley, Larry LaFond, Kyle Caddell, R Forbes, Dean A. Tripp, Caron Fournier, Paul Finch, Stefan Fuß, George Page, Kleiman, Alexandra Garven, Simon N. Wood, Louise Gauthier, C Tribuna, Gary Rodin, Camilla Zimmermann, M. A. Moore, Francis J. Shepherd, Parisa Gazerani, Xin Dong, Brian E. Cairns, Dalia Wajsbrot, France-Hélène Therrien, J. A. Leo Lemay, Joe Cresnando Ginting, J. Curtis Nickel, Mark Fitzgerald, R. John Mayer, Abigail Gordon, Santino Butler, R Hanis, K Rasmussen, Ashley Clark, Kristyn Harman, Robin Bassett, A Fenety, Alison M. Hoens, Larry Haslam, Jack Sawyer, Hsing-Chih Tien, Carlos Restrepo, Jessica Hillgrove, Saul Greenberg, Alejandro Torralba Huguet, José M. Miró, Elena Castarlenas, Christopher Idestrup, Monakshi Sawhney, C. J. McCARTNEY, J Pasik, Patti Kastanias, S Gowans, Paul S. Tumber, Hum A, M Eitel, E Tumarken, Lindsay Arseneau, Suzanne Whitmore, Björn Gottfried, Jerome Kowal, Kay Wilson, P. H. Henderson, Kimberly Corace, J Venter Deon, Diane L. LaChapelle, Tristan Landry, Stéphane Bergeron, Le May S, Christophe Fortin, I Hubert, Gregory Frechette, D Kudirka, L. J. Murray, Marit Leegaard, S Lythgoe, Daniel C. O’Brien, Kieran Walsh, Rodger Doyle, Alexandre Couture Gagnon, Keith Nicholson, T Mankovsky, Micaela Sullivan, M Mashregi, S Zhang, S Biton, Hu Ji, Z. Seltzer, M Barry, Jenny Wiseman, Landon B. Snell, Kim R. Hardie, Louis Ed. Rose, T. Orr, Sally E. Rooke, Lisa McWilliams, Katia Gois de Holanda Saldanha, Bob Dick, M Watt, P. Murphy, Shana Bailey, Terry Murphy, Jessica Barrett, Burak Emir, Kameelah A. Phillips, Geneviève Myhal, M Camerlain, Sandra C. Hayes, Jennifer Nelli, S. Fatima Lakha, Ada F Louffat, Sayantan Das, Luis Chapparo, Mailis Gagnon A, So Fong Ngan, Simrit Nijjar, Martha Clark, C. Meghan McMurtry, Sheila O’Keefe-McCarthy, Jennifer Price, May Ong-Lam, Sonja Bašić, Alfred Martin, L. Pauer, Pierre Arsenault, Graham Atkinson, Liz Whelan, B Zeiher, R Horton, Kelly Jean Thomas Craig, Laurence A. Pink, Marilyn Galonski, Louise Gordon, David S. Evans, Douglas Gourlay, Liza Picard, Brenda Poulton, J. Muir, Rachel Powell, Martin McKee, Sarah J. Ratcliffe, J.J. Mares, Miriam Váchová, I Novakova, Ban C. H. Tsui, L McConnan, Myra R. Hawkins, John Lander, F. Schleicher Russell, D Tchitchkan, I T Russell, Elizabeth Whalen, Y Ramlall, A Arvantaj, Lorena Chaparro-Díaz, Angela Mailis, G. Schultz, Pamela M. Barton, John Jarrell, David E. McIntosh, G Sloane, S LeDrew, D Souzdalnitski, Nalini Vadivelu, Tyson Bolinske, John Stewart, C Harry, Ivan Poliakov, Tul Y, Jordan Stegman, John Gimbel, Rémi Vaillancourt, E Pascuet, Claude Lamontagne, Barbara Martelli, Juliet A. Ellis, Isabelle Gaboury, L Taillefer, C Watson, Sydney Whynot, J. Williams, Sharon Kaasalainen, Roger A. Scudds, L.E. Thorpe, Dorothy H. Andersen, Alex Wright, Alexis Foran, A Chabot-Doré, Susan Zaretsky, Lydia Stone, S Echeverry, J Zhang, Sophia K. Nelson, Jennifer L. Jones
Bibliographic record
VenuePain Research and Management · 2009
Typearticle
Languageen
FieldMedicine
TopicSpine and Intervertebral Disc Pathology
Canadian institutionsUniversity of CalgaryUniversity of TorontoUniversity Health NetworkMcGill UniversityAlberta Health Services
Fundersnot available
KeywordsMedicineFamily medicinePsychologyGerontologyPolitical science
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)0.001
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 score0.247
Threshold uncertainty score0.825
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.247 | 0.027 |
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 head0.069
GPT teacher head0.361
Teacher spread0.292 · 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
Published2009
Admission routes2
Has abstractno