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13th International Conference on Conservative Management of Spinal Deformities and First Joint Meeting of the International Research Society on Spinal Deformities and the Society on Scoliosis Orthopaedic and Rehabilitation Treatment – SOSORT-IRSSD 2016 meeting
Aria Bagheri, Xuecheng Liu, Channing Tassone, Amie Chaloupka, Sergey Tarima, Larry Cohen, Milena Simić, Kathryn M. Refshauge, Matthew Pietrosanu, Emily Redford, Sheri A. Schmidt, Douglas L. Hill, Marc Moreau, Edmond Lou, Dino Colo, Koen L. Vincken, Marijn van Stralen, Steve C. N. Hui, Vasileios Kechagias, Konstantinos Vlasis, Konstantinos Michas, Elisa M. S. Tam, Fiona Wai-Ping Yu, Vivian Hung, Lin Shi, James F. Griffith, Jack C. Y. Cheng, Tsz Ping Lam, Cindy Xue, Bobby K. W. Ng, Jean-Philippe Pialasse, Judy Y. H. Wong, Chiu‐Wing Winnie Chu, Quang Nhat Vo, Lawrence H. Le, Rui Zheng, Douglas Hedden, James Mahood, Arnaud Brignol, Farida Chériet, Marie‐Claude Miron, Catherine Laporte, Yong Qiu, Zezhang Zhu, Bangping Qian, Robert A. Rizza, Derek Rosol, Paula E. North, Francesca Pesenti, Luca Persani, Paolo Capodaglio, Nicoletta Polli, Benjamin Hon Kei Yip, Fiona Wai Ping Yu, Vivian Wing Yin Hung, Bobby Kin Wah Ng, Wayne Lee, Huanxiong Chen, Elisa Man Shan Tam, Gene Chi Wai Man, Hao Liu, Zhen Liu, Piotr Harasymczuk, Mirosław Andrusiewicz, Piotr Janusz, Przemysław Biecek, Tomasz Kotwicki, Małgorzata Kotwicka, Tae Sik Goh, Seung Min Son, Mark W. Schwartz, Sarah Gilday, Donita I. Bylski‐Austrow, Lindsay Schultz, Sara M. O’Hara, Viral V. Jain, Peter Sturm, Xiaoyu Wang, Dennis G. Crandall, Noelle Larson, Negar Behzadi Fard, Sarah Southon, Leeann Lukenchuk, Matthew Kerslake, Geraldine Huynh, Jill Chorney, Ban C. H. Tsui, Daniel G. Tobert, Prachi Bakarania, Kelly Grimes, Hiroko Matsumoto, Joshua E. Hyman, Benjamin D. Roye, Michael Bradley, David Glynn, Erika Maude, Hagit Berdishevsky, Amelia M. Lindgren, Nicholas Feinberg, Zachary J. Bloom, Sarah Dupuis, Carole Fortin, Christiane Caouette, Gözde Gür, Nikola Jevtić, Axel Hennes, Milan Pantović, Jean-Claude de Mauroy, Sophie Pourret, Frédéric Barral, Vincenzo Guzzanti, Marco Galli, Francesco Falciglia, Lorenzo Aulisa, Jean‐Claude Bernard, Julie Deceuninck, Éric Berthonnaud, Adrien Rougelot, Marie‐Eva Pickering, Emmanuelle Chaléat-Valayer, R. D. G. Webb, Josette Bettany‐Saltikov, Barbara Neil, Fabio Zaina, Martina Poggio, Monia Lusini, Salvatore Minnella, Alith Hoang, Saihu Mao, Benlong Shi, Nikita Cobetto, Soraya Barch, Isabelle Turgeon, Hasan Md Arif Raihan, Datta Tarit Kumar, Chapal Khasnabis, Ameed Equbal, Ashis Kumar Chakraborty, Abhishek Biswas, Burcu Dilek, Çiğdem Ayhan, Engin Ersin Şimşek, Özgen Aras, Songül Aksoy, Doug Hill, Andreas Donauer, Melissa Tilburn, Jim Raso, Marc Morau, He Chen, Man-Sang Wong, Sarah Kobayashi, Fatemeh Aslanzadeh, Éric Parent, Brian R. MacIntosh, Emmanouil G. Maragkoudakis, Theodoros B Grivas, Ioannis D. Gelalis, Christina Mazioti, Γεράσιμος Τσιλιμιδός, R. G. Burwell, Yu Zheng, Xiaojun Wu, Yini Dang, Ning Sun, Yan Yang, Tao Wang, Chengqi He, Man Sang Wong, Gregorio Martinez, Alberto Negrini, Matthew D. Shirley, Hasani W. Swindell, David P. Roye, Behrooz A. Akbarnia, Sumeet Garg, James O. Sanders, David L. Skaggs, John T. Smith, Michael G. Vitale, Aoife Healy, Sybil Farmer, Paolo Pizzetti, Toru Maruyama, Yosuke Kobayashi, Yusuke Nakao, Bin Wang, Yang Yu, Melvin C. Makhni, Jamal N. Shillingford, Abbie Turland, Antonio Caronni, Luciana Sciumè, Sabrina Donzelli, Elham Khodayari Moez, Elise M. Watkins, Preston Sloan, Douglass Hedden, Maliheh Ghaneei, Nikos Karavidas, Despoina Dritsa, Nigel Hanchard, Donghyun Kim, Junlae Kim, Amy Sbihli, Lauren Levey, Mark Holowka, Leigh Davis, Lori A. Dolan, Stuart L. Weinstein, Jill E. Larson, Maximilian A. Meyer, Barrett S. Boody, John F. Sarwark, Benjamin Gundlach, Alison D. Grant, Raman Kalyan, Waleed Hekal, Cheryl Honeyman, Tim Cook, Scott Murray, Morena Pitruzzella, Stefano Négrini, Jennifer E. Hope, Julie Yoshimachi, Julie Touchette, Anissa St-Jean, Danica Brousseau, Louise Marcotte, Jean Théroux, Chantal Doucet, Yangmin Lin, John M. MacMahon, Edward B. Macmahon, Jeremy Boyette, Luke Stikeleather, Andrea Lebel, Victoria Ashley Lebel, Chintan A. Pancholi-Parekh, Lise R. Stolze, M Selthafner, John Thometz, Pamela Morrison, Timothy A. Hanke, Patrick Knott, Nathaniel D. Krumdick, Nachiappan Chockalingam, Thomas Shannon, Ryan Davenhill, Robert Needham, Vinay Jasani, El-Nasri Ahmed, Angelo Gabriele Aulisa, Marco Gordano, Giuseppe Mastantuoni, Michail Chandrinos, Paweł Główka, Dominik Gaweł, Bartosz Kasprzak, Michał Nowak, Marek Morzyński, Cyril Lecante, Jean-François Aubin-Fournier, Debbie Ehrmann Feldman, Wen Zhang, Zongshan Hu, Weiguo Zhu, Mengran Jin, Xiao Han, Jing Guo, Tao Wu, Feng Zhu, Jian Jiang, Yan Huang, Francesca Felice, Robert A. Needham, Panagiotis Chatzistergos, Joseph E. Reynolds, Eric J. Wall, Vasilios G. Igoumenou, Panayiotis D. Megaloikonomos, Konstantinos Tsiavos, Georgios N. Panagopoulos, Andreas F. Mavrogenis, Konstantinos Soultanis, Panayiotis J. Papagelopoulos, Andrew Chan, Sho Kobayashi, Daisuke Togawa, Tomohiko Hasegawa, Yu Yamato, Shin Oe, Tomohiro Banno, Yuuki Mihara, Yukihiro Matsuyama
Bibliographic record
VenueScoliosis and Spinal Disorders · 2017
Typearticle
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsCanadian Physiotherapy AssociationUniversité de MontréalUniversité du Québec à Trois-RivièresIzaak Walton Killam Health CentreStollery Children's HospitalÉcole de Technologie SupérieureUniversity of Alberta HospitalAlberta Hospital EdmontonAlberta Health ServicesCentre Hospitalier Universitaire Sainte-JustinePolytechnique MontréalUniversity of CalgaryUniversity of Alberta
FundersChinese University of Hong Kong
KeywordsMedicinePelvic tiltScoliosisSagittal planeCoronal planeCobb angleOrthopedic surgeryLumbarPhysical therapyBalance (ability)OrthodonticsSurgeryRadiology
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score0.836
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 head0.077
GPT teacher head0.355
Teacher spread0.278 · 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 teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical
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
Citations6
Published2017
Admission routes1
Has abstractno