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CSHP Professional Practice Conference 2015: Poster Abstracts / Conférence sur la pratique professionnelle 2015 de la SCPH : Résumés des affiches
Elissa S Y Aeng, Karen Shalansky, Tze Kin Lau, Nadia Zalunardo, William Bowie, Li G, Catherine Duncan, Alain Sylvestre, Larissa Matukas, H. G. R., Xinqiang Wang, Scott E. Walker, Marion Elligsen, W Nevers, L Palmay, Nick Daneman, Andrew E. Simor, Jerome A. Leis, Chi‐Hua Chen, Alice Tseng, Stacy Sterling, Irving E. Salit, Francine Kwee, J Maslikowska, Nicole Mittmann, Tiana Tilli, J Garland, Philip R. Davies, Sharan Lail, Luigi Cerruti, D Lebel, JF Bussières, Steven W. Cheung, H. S. S., Olavo Fernandes, Huh J, S Kynicos, Laura Murphy, David Lowe, Yu F, W Luong, Peter Loewen, N Facca, Andrea L. DiCarlo, Sonya Barrera Eddy, Riazul Hasan, Spence Haffner R, Sandra Jansen, Costan W. Berard, D Mourao, Colette B. Raymond, Jeremy Slobodan, Sean K Gorman, Kent Toombs, Douglas Doucette, C Nghiem, De Angelis C, Patricia McGillicuddy, Kathryn Nichol, Ben Bell, J Proceviat, Norman Dewhurst, Tom E, Liang Zhao, Susan Chong, P. H. Newman, K Sweet, Douglas Sellinger, Jill Dimond, Christine Peragine, K DeCaria, Romina Marchesano, Gabriela Appel, Martyn Barnes, Kim Byeong Chan, Sara Compani, J Do, Jonathan Harper, Kim J, K. P. D. E., Le M, Lee J, Lo C, R Natanson, Ritu Pradhan, L Redekop, Grace Rzyczniak, Leung Tsang, D Vella, Anurag Vyas, Helene Carating, Line Tremblay Tremblay, S. J., De Lemos J, Jone Chang, John G. Kelly, Michael Wilkins‐Ho, Ron Wakefield, Ricky D. Turgeon, Arden R. Barry, Terry I. Feng, Bill Bartle, Artemis Diamantouros, Edward Somers, T MacLaggan, H Glennie, J Salmon, De Castro C, Sandra Pong, Е. А. Блинова, Sabrina Boodhan, S Richardson, Maria Clarke, Xin Zhao, Karen Timberlake, Lau E, A Bitnun, Cox P, S. Schwartz, Wai‐Kay Seto, Sammu Dhaliwall, S Coulas, J Kuiack, J. Malinowski, K. M. McDonald, Joyce Duncan Falk, Jaspreet S. Sandhu, B. Perks, S.K. Alex Law, J Iazzetta, P Chan, Athina Brouzas, Sandy Lovering, J Singh, Andrew Carter, Tara Carpenter, J Hall, S Katz, C Tanguay, Aurélie Guérin, Audrey J. Leroux, Pascal Bédard, Colin J. Meyer, Ronald Lee, Eitan Amir, H MacKay, Oza A, David Warr, Ng P, Ho C, B Morphy, Alexandre Kawano, Shao‐Ting Jerry Tsang, W Olla, M Power, Sunita Patel, Cycles Suet Ping Poon, Bernard Tong, Paw Cho Sing E, Lee A, Andrew F Smith, Carl Olson, Barbara Lyons, Duy Tran, David C. Blackburn, De Buono K, Bernadine Leung, SAMANTHA DELUCA, Nancy Van House, L Jackson, J. G. Makari, P Edwards, H Hehar, Lo J, L. A. M., Sandra Gerges, F Amin, Li Zhu, Fox A, Zainab Jassim, Ranya Moustafa, H Abdel-Aziz, Da-Song Chong, S Satchu, Heather Kertland, Thomas Corey, L. L. K., Jennifer Corny, Elzear Pelletier, Bruce S. Bailey, C Ballandras, S Atkinson, Allison Janes, Linda Hutton, Paul MacPherson, Kimberly Corace, T. Leach, Pierre Giguère, Tharindri Dissanayake, Knut Hagen, Z.T. Popovski, Rita Dhami, Lauren Creamer, S Elsayed, B Nancekevill, Anabel P. Newman, J Bossy, C Vandersluis, Earline P. Woods, Margaret L. Ackman, Michelle M. Graham, Sheri L. Koshman, Rod Boswell, Eunice Chung, Zao J, Bjelajac Mejia A, Jason Kielly, Daniel Kelly, J Biggin, Shabnam Asghari, Lim S, Wanghua Chen, Jacqueline Flank, Peter Robinson, Mark T. Holdsworth, Carol Portwine, Prudence Gibson, Bob Phillips, Erin O’Shaughnessy, Cathy Maan, N Stefin, Lee Dae Sung, L. Lee Dupuis, Jing Liu, Sioux McKenna, Li Guo, Wilma M. Hopman, A Wong, Lucy C. Robinson, Dan Martel, Toy J, Linda Sulz, Nancy L. Sheehan, Beverly Lemire, Michelle Foisy, H Bannerman, Elizabeth Williams, Biying Liu, Monique Potvin Potvin, Dolores Iaboni, C Findlater, Ng E, M Wanis, Robert Cartotto, Anupama Bains, S Vidotto, S DeFigueiredo, N Cotter, T.B. Rideout, Lye M, Lyndah Chow, Lui K, Ma J
Bibliographic record
VenueThe Canadian Journal of Hospital Pharmacy · 2015
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsRegina Qu'Appelle Health RegionSt. Paul's HospitalQueen's UniversityKingston General HospitalMcMaster Children's HospitalChildren's Hospital of Eastern OntarioMcMaster UniversityUniversity of TorontoMemorial University of NewfoundlandUniversity of OttawaOttawa HospitalCentre Hospitalier Universitaire Sainte-JustineUniversity Health NetworkUniversity of AlbertaVancouver Coastal HealthHorizon Health NetworkCapital District Health AuthorityLondon Health Sciences CentreInterior HealthAlberta Health ServicesPediatric Oncology GroupUniversity of SaskatchewanUniversité de MontréalSt. Michael's HospitalSunnybrook Health Science CentrePrincess Margaret Cancer CentreVancouver General HospitalUniversity of British ColumbiaSurrey Memorial Hospital
Fundersnot available
KeywordsLibrary sciencePolitical scienceComputer 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)0.012
metaresearch head score (Gemma)0.022
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: none
Teacher disagreement score0.089
Threshold uncertainty score0.297
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.012 | 0.022 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.089 | 0.017 |
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 head0.081
GPT teacher head0.443
Teacher spread0.361 · 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".
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Citations0
Published2015
Admission routes2
Has abstractno