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Congrès Québécois en Santé respiratoire 14 et 15 novembre 2013 • Montréal, Québec
Andrés Pizzorno, Yajidy El Abed, C Rhéaume, Genia Boivin, W Bouhaddioui, Provost P, Y Tremblay, F Migneault, Manuel D Pascariu, Jonathan Laperle, A Dagenais, Yves Berthiaume, Marion Larose, Prévost, Jamila Chakir, N Flamand, Michel Laviolette, Germán Jiménez Martel, Laurent Roussel, Simon Rousseau, Sandrine Essouri, Guillaume Émériaud, Kim Newth, Pierre‐André Jouvet, Roddy Hiram, E Rizcallah, Margi Sirois, Caroline Sirois, Cindy Morin, Eugene Rousseau, Anne Girault, A Privé, E. Maillé, E Brochiero, M Bullone, M Chevigny, Mylène Allano, George A. Beauchamp, Jean-Jacques Lavoie, J Berubé, É Lavoie-Charland, Nathaly Gaudreault, L Sbarra, Claudia Henry, L. Boulet, Yann Le Bossé, Luhua Lai, D Gendron, A Lemay, David Marsolais, A Lee-Gosselin, Marie‐Cécile Blanchet, Gagné-Ouellet, Sarah Guay, Vaillancourt, Louise-Marie Bouchard, Catherine Laprise, R Khaddaj-Mallat, Y Tabet, Karim Maghni, Mélanie Welman, Marta Kaczmarczyk, C Gilbert, Samantha Tremblay, Christopher J. Bilodeau, Ngoc Duy Trinh, Tom Beaudoin, Cyr Y, C Massé, Gérard Bouvet, Rogério de Souza Farias, Marie‐Ève Lamontagne, C Couture, Dees Postma, Willem Timens, Hao Kang, D. A. Nickle, Sin D, Paul W. Paré, MariÈve Mauve Pagé, A Langlois, A Porlier, Michel Thériault, Amélie Dubé, Richard Debigaré, F Maltais, Laurent Labonté, P Mancino, Wen‐Song Tan, Roddy Cowie, Kenneth Chapman, Ping Li, Sergio Aarón, A Benedetti, Mark Fitzgerald, Darcy D. Marciniuk, Daniel Paul O’Donnell, Jean Bourbeau, Émilie Bernatchez, Catherine Turcotte, Simona Zarini, Sylvie Jean, Carlos Betancor Martín, Provost, A Uzieblo, R. Murphy, Kevin Thouin, Caroline Duchaine, Blais Lecours P, K Lortie, Marie Anne Polo de Beaulieu, D Patoine, E MacFadden-Murphy, Paquet, Marius Dybwad, Jaroslav Blatný, Sylvie Charette, N. H. Thomas, David B. Willson, Annie Larouche, A Pellerin-Leblanc, O Flechelle, Laurence Ducharme‐Crevier, J Beck, Olivier Fléchelles, C Sinderby, Benjamin Crulli, G Loron, Akira Nishisaki, P Bourgoin, M Wisocky, Guilhem Marois, J Beaudoin, Adrien Couture, Steve Dupuis, E Morissette-Labbé, Emmanuelle Tremblay, D Spooner, R. Brosseau, Jennifer F. P. Dyer, Yoanna Skrobik, Marta Sauthier, Georges Lodygensky, Luc Aerts, Marjolaine Hamelin, Clément Lévy, Franc Cosset, Lucie Martin, Kerstin Fink, E Mukawera, Stéphanie Chartier, De Deken, F Miot, N Grandvaux, Alexandra Jochmans‐Lemoine, Gabriela Villalpando, Manuel Menéndez‐González, Irene Valverde, Rubén Soria, Joseph Joseph, Mariève Croteau, Isabelle Vivodtzev, Frédéric Sériès, S Provencher, P. Leblanc, Coordination Vincent Minville, Angélique Grangier, Renaud Tamisier, J Pépin, Coats, Mélanie Samson, Paul Grégoire, L. Sanfilippo, F Ribeiro, Yves Lacasse, Lino Tremblay, Didier Saey, J Hercun, Katrie Chagnon, G Rakovich, Diane Cantin, D. Djeddi, Nathalie Samson, Jocelyne Praud, Roy Richard E, M. Esmail Mesbahi, A Rizk, Barbara Trutschnigg, Stacy C. Parenteau, François Beaucage, Pépin, G Chalifoux, C. Poirier, Ilan Azuelos, Marie-Amélie Picard, Boris Jung, Li T, C. Lemaire, Filomena Lidia Liang, S Hussain, Y. Burelle, B Petrof, Kim Godbout
Bibliographic record
VenueCanadian Respiratory Journal · 2014
Typearticle
Languagefr
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsMcGill UniversitySt. Michael's HospitalUniversité de MontréalUniversité LavalUniversité du Québec à ChicoutimiUniversité du Québec à RimouskiSt. Paul's HospitalUniversité de Sherbrooke
Fundersnot available
KeywordsMedicineHumanities
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)0.003
metaresearch head score (Gemma)0.003
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 score0.092
Threshold uncertainty score0.309
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.092 | 0.009 |
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 head0.019
GPT teacher head0.283
Teacher spread0.264 · 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
Published2014
Admission routes2
Has abstractno