Record W3164160325

Moderated Poster Session I: Oncology Thursday, September 29, 2016 10:15 am – 12:00 pm

2016· article· en· W3164160325 on OpenAlexaff

Ray Doiron, Melanie Jaeger, Charles Booth, Wei Xin, D. Robert Siemens, Jessica Chin, Gertrude P. Chan, Jennifer Goulart, Kamal Siddiqui, E Wambolt, Hon S. Leong, Svh Hodgson', Nancy Leong, K Tangen-Steffins, Thomas D. Lyon, R Turner, Derrick Mcbride, J Gingrich, B. R. Davies, Benjamin Jacobs, Tafhema Tarin, Yongpeng Meng, J Cubillos, Edward M. Messing, Janet Baack Kukreja, Haboubacar Elhadji Yaou Moussa, Molière Nguilé-Makao, Janie Allaire, Karine Robitaille, Fradet, Todd Yecies, Jonathan G. Yabes, Benjamin T. Ristau, Jill R. Nelson, Nikunj Gevariya, Alain Bergeron, Tal Ben‐Zvi, Marc‐Antoine Allard, Yves Fradet, Nicolas Bisson, S Lopa, Amber E. Barnato, HB Degenholtz, Sonya Gleicher, A Wojtowycz, Timothy A. Damron, Timothy Byler, G Bratslavsky, S Vourganti., C Jones, Alessandro Furlan, Derek W. Cool, Chiara Romagnoli, Jonathan I. Izawa, L Gardi, Diane M. Tessier, Alipio Ordoñez Mercado, Jess Mandel, Ashley J. W. Ward, Aaron Fenster, Ana Grasielle Dionísio Corrêa, Jathin Bandari, R Hrebinko, S Jackman, Kathleen Plante, Terah J. Stewart, Dawei Wang, Melissa Formica, Dafne Dain Gandelman Horovitz, Jemy Joseph, Changyong Feng, Wu G, Haroon Rashid, J Mahon, Ashwaq Al Essa, Herrick Fisher, Ronald J. O’Malley, R. H. Kaufman, Badar M. Mian, Dwight E. Heron, Mitra Daneshvar, M Abouelleil, D Nikolavsky, J. H. Spencer, S Blakely, B. P. Flynn, Scott Quarrier, Perla Myers, Gordon Warren Warren, David Bell, Linda Cornwell, Jyoti D. Chouhan, F Copeli, Jerry Weiss, Rena Purohit, Ivan Aleksić, I Sorokin, Himanshu Aggarwal, Amy Walker, Paul J. Feustel, J. Egan, Thomas F. Fuller, K Theisen, P Rusilko, Jean Reese, Utsav Bansal, William D. Ulmer, Abhinav Brahmamdam, Maria U. Kottwitz, Breda Murphy Bova, Bernard Holland, G Mueller, D Dynda, Tine Köhler, C Welliver, M. Daugherty, William E. Fuller, Charles B. Wessel, Ann Benson, L Frederick, Leader B, Emilio io Arch Tirado, Mary E. McAsey, Jessica Williams, Martin R. Prince, T Caza, Sonya Lisette Landas, R Odeh, Fabíola Braz Penna, N Naoum, Todd Skelton, A Lorenzo, William Farhat, Martin A. Koyle, Joseph W. Ming, Elizabeth A. Harvey, Darius Bägli, Rui Pedro Lopes, Mark Saunders, João Alexandre R de Bragança dos Santos, Alex C. Varghese, Katherine Williams, Hamid Mukhtar Butt, Michael Chua, Paul R. Bowlin, R Rockman, Nita Mistry, M Stoute, Chin, P Dangle, Heidi A. Stephany, Ali Shandar Durrani, Garland Cannon, Francis X. Schneck, Ost M, María Teresa Chiang Salgado, Y Chaussy, Pierre Alain Hueber, Alain Houle, D Barrieras, J Franc-Guimond, I Azzawayed, Benjamin M. Brucker, Nittí, Sidney B. Radomski, Angelo E. Gousse, Matt Drake, Arthur Kaufmann, Aletta Magyar, J Nicandro, Debbie Ginsberg, Nahid Punjani, J Wince-Ng, B Welk, Diane K. Newman, R.D. Cooper, Iyer, Christopher R. Chapple, Robert F. McCool, J.N. Glanville, Kelly Fleetwood, Dawn James, Kafa Mohammad Bani Khalaf, Michael F. Bergeron, Randy Sulaver, Arthur C. Whittington, Brian T. Helfand, Olcay Ersöz Çakir, James W. Griffith, Kevin T. McVary, Ronald Rabinowitz, Christopher Doiron R, Tolls, K Irvine-Bird, Kate K. Kelly, Curtis Nickel J, Van Hoof A, Diane B. Stoy, Said Faisal, B Omarbasha, Christopher Pieczonka, Yan Yang, D. Albala, Thomas L. Skinner, Ron Leslie, S Steele, Norman C.W. Wong, Ashok Shah, Camilla Tajzler, Ajay Kapoor, Uy J, Timothy D. Averch, L Tennyson, Jessica E. Paonessa, Gary R. Smith, Paul Thurmond, Omar Ayyash, Lili Liang, Oleg Mironov, Ko-Hsin Tsai, David Dever, Ahmed Ghazi, I Kafka, S Sprauer, H Taan, Michelle J. Semins, Tara Nikonow, A Fombona, Joseph P. Riley, Mónica Farcas, Daniela Ghiculete, Kathryn Barrett, Robert J. Sowerby, Kim Pace, R. C. Honey, Marília Costa Câmara Ferroni, K Rycyna, Ahmed A. Hussein, Yi Ma, G Azabdaftari, Luo W, Cranwell, Bailey Bunch, J Kozłowski, Nobuyuki Hinata, Stephen O. Glenn, Simin Liu, Christopher Andrew Johnson, Guru K, Arash Samiei, Joel B. Cohen, Rachel K. Miller, Shaik Sameer Raheem, J. Winthrop Peabody, Alexandre Mottrie, Douglas S. Scherr, Rha K, Manoj Menon, Peter Wiklund, Prokar Dasgupta, Lee Richstone, Sadia Khan, Carl Wijburg, Merike Saar, Abdullah Erdem Canda, Jihad Kaouk, Anneke M. Wagner, Yuh B, Poulakis, Juan Palou Redorta, M Vira, Derya Balbay M, Agha Fatemeh Hosseini, Theresa Maatman, G Smits, Minh Nhat Quang Truong, B Ahmad, J Binkowski, Ahsan Ahmad Alvi Muhammad Alamgir Khan, Brenda Shen, Z Zhang, J Wang, J Roppolo, de Groat W, Changfeng Tai, A Arnouk, R Samarakoon, P M Higgins, M. Besançon, Picard, Kevin Knopf, Kimberly Rieger‐Christ, Terry Sullivan, N Kella, Mouraviev, M Manak, Bartholomew T. Hogan, Grishma T. Dixit, Su W, Dina Berger, Michael Whitfield, J Varsanik, M Foroohar, Steve Zappala, Anant Chander, Grannum R. Sant, S Palcsey, Steven D. Abramowitch, Pamela Moalli, J Manwaring, Leo J. Kotula, Sri Shahid Raza, F Gaboradi, Alon Z. Weizer, Ashok K. Hemal, M. Stöckle, W Wang, Thomas A. Conklin, G DiRienzo, M Tenniswood, Theresa Dirndorfer Anderson, Andrew T. Dailey, Gregory M. Bump, M Eghbali, J Park, George M. Santangelo, Al Siebert, James G. Stone, Somayeh B. Shafiei, Ezz Y, T Fiorica, David W. Cheung, Anne Millman, I Nagdee, Wei Lei, Elias S. Hyams, J Seigne, Di Lena M, Julian Barling, A Akers, Darren Beiko, A Rehfuss, Matthew Bruha, OI Akinola, Jonathan L. Kwong, Jennifer Hoogenes, B Alharbi, S. Vij, Kami Kim, Elisa Bolognone, B Shayegan, Edward D. Matsumoto, R Abozaid, Naif Alqarni, L Konstant, Ross Baker, Mohammad Owaise Sharif

Bibliographic record

VenueEurope PMC (PubMed Central) · 2016

Typearticle

Languageen

FieldMedicine

TopicBladder and Urothelial Cancer Treatments

Canadian institutionsQueen's UniversityHospital for Sick ChildrenUniversité LavalUniversity of TorontoBC Cancer AgencySt. Michael's HospitalWestern University

Fundersnot available

KeywordsThursdaySession (web analytics)MedicineOncologyInternal medicineComputer scienceWorld Wide WebPhilosophy

DOInot available

Abstract

fetched live from OpenAlex

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 imitation

Not 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)0.002

metaresearch head score (Gemma)0.004

Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated

Candidate categoriesInsufficient payload (model declined to judge)

Consensus categoriesInsufficient payload (model declined to judge)

DomainCandidate signal: none · Consensus signal: none

Study designCandidate signal: Not applicable · Consensus signal: Not applicable

GenreCandidate signal: Other · Consensus signal: Other

Teacher disagreement score0.321

Threshold uncertainty score0.458

Distilled classifier scores by category (both heads)

Category	Codex	Gemma
Metaresearch	0.002	0.004
Meta-epidemiology (narrow)	0.003	0.001
Meta-epidemiology (broad)	0.001	0.002
Bibliometrics	0.001	0.000
Science and technology studies	0.005	0.001
Scholarly communication	0.006	0.002
Open science	0.002	0.005
Research integrity	0.007	0.007
Insufficient payload (model declined to judge)	0.679	0.442

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 head0.026

GPT teacher head0.271

Teacher spread0.245 · how far apart the two teachers sit on this one work

Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it