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The histology of ovarian cancer: worldwide distribution and implications for international survival comparisons (CONCORD-2)
M Matz, Michel P. Coleman, Milena Sant, María Dolores Chirlaque, Otto Visser, Martin Gore, Claudia Allemani, S. Bouzbid, M Hamdi-Chérif, Zoubida Zaidi, E. Bah, Rajaraman Swaminathan, S.H. Nortje, Daniela Cristina Stefan, M.M. El Mistiri, Saray Mormeneo Bayo, Bertram F. Malle, S S Manraj, R. Sewpaul-Sungkur, A. Fabowale, Olufemi J. Ogunbiyi, Debbie Bradshaw, Nontuthuzelo Somdyala, Manar E. Abdel‐Rahman, L. Jaïdane, Moncef Mokni, I. Kumcher, Florencia Moreno, M.S. González, E.A. Laura, S.B. Espinola, G.H. Calabrano, B Carballo Quintero, R Fita, D.A. Garcilazo, P.L. Giacciani, M.C. Diumenjo, W.D. Laspada, M.A. Green, M.F. Lanza, S.G. Ibañez, Carlos Anselmo Lima, Eurico Oliveira, Christel Daniel, C. Scandiuzzi, P.C.F. De Souza, C.D. Melo, C. Laporte, María Paula Curado, J.C. de Oliveira, C.L.A. Veneziano, Donaldo Botelho Veneziano, Tiago da Silva Alexandre, A. Soria Verdugo, G. Azevedo e Silva, J.C. Galaz, J.A. Moya, D.A. Herrmann, S Torres Vargas, Víctor Herrera, Claudia Uribe, Luis Eduardo Bravo, Nelson Enrique Arias-Ortiz, Daniel Jurado, M.C. Yépez, Y.H. Galán, Priscila Torres, F Martínez-Reyes, M.L. Pérez-Meza, L. Jaramillo, R. Quinto, Patricia Cueva, J.G. Yépez, Carlos R. Torres‐Cintrón, Guillermo Tortolero‐Luna, R. Alonso, Enrique Barrios, C Nikiforuk, Lorraine Shack, A J Coldman, Ryan Woods, Glen Noonan, Donna Turner, Eshwar Kumar, B. Zhang, F.R. McCrate, S. Ryan, Heather Hannah, R.A.D. Dewar, M Macintyre, A. Lalany, M. Ruta, Loraine D. Marrett, D.E. Nishri, Carol McClure, K.A. Vriends, Claude Bertrand, R. Louchini, K.I. Robb, H. Stuart-Panko, Suzanne Demers, Serena Wright, J T George, X.H. Shen, J.T. Brockhouse, David K. O’Brien, K.C. Ward, Lyn Almon, Jane Bates, R Rycroft, Lloyd Mueller, C. Phillips, Heather M. Brown, B Cromartie, Ann G. Schwartz, Fawn D. Vigneau, J.A. MacKinnon, Brad Wohler, A. Rana Bayakly, C. A. Clarke, S.L. Glaser, DW West, M.D. Green, Brenda Y. Hernandez, Christopher J. Johnson, D. Jozwik, Martin Charlton, Charles F. Lynch, Bin Huang, T. C. Tucker, Dennis Deapen, Lihua Liu, Mei‐Chin Hsieh, Xiao‐Cheng Wu, Kimberly J. Stern, S T Gershman, Richard Knowlton, Jessica Alverson, G.E. Copeland, D B Rogers, D Lemons, L.L. Williamson, Michelle M. Hood, GM Monawar Hosain, Judy R. Rees, Karen Pawlish, Antoinette M. Stroup, Charles R. Key, Charles L. Wiggins, Amy R. Kahn, Maria J. Schymura, Gareth Leung, Chandrika Rao, L K Giljahn, B. Warther, Anne Pate, M.K. Patil, S.S. Schubert, J J Rubertone, S J Slack, J.P. Fulton, D.L. Rousseau, T A Janes, Stephen M. Schwartz, S.W. Bolick, Deborah Hurley, JoAnne S. Richards, Martin Whiteside, LM Nogueira, Kim Herget, Carol Sweeney, J. Martin, S. Wang, D.G. Harrelson, M B Keitheri Cheteri, S Farley, A.G. Hudson, R.R. Borchers, Laura Stephenson, J.R. Espinoza, H.K. Weir, B. K. Edwards, N. Wang, Ling Yang, J.S. Chen, G H Song, Xiaoping Gu, P. Zhang, H M Ge, Di Zhao, J.H. Zhang, F D Zhu, Jie Tang, J. Wang, Q.L. Li, Xinxin Yang, Jie Dong, W. Li, L.P. Cheng, Jianguo Chen, Q.H. Huang, Suqin Huang, G P Guo, Kuangrong Wei, W.Q. Chen, Hongmei Zeng, A Demetriou, Pavlos Pavlou, W.K. Mang, K.C. Ngan, A.C. Kataki, Manigreeva Krishnatreya, P A Jayalekshmi, P. Sebastian, Samita Sapkota, Yogesh Verma, A Nandakumar, E. Suzanna, Lital Keinan-Boker, Barbara Silverman, Hidemi Ito, Hidenori Nakagawa, Masaya Hattori, Yasuharu Kaizaki, Hiromi Sugiyama, Mai Utada, Keisho Katayama, Hiroto Narimatsu, Seiki Kanemura, T. Koike, Isao Miyashiro, Mami Yoshii, Izumi Oki, Akiko Shibata, Tomohiro Matsuda, Omar Nimri, Azizah Ab Manan, S. Tuvshingerel, Abdelrahman Khater, H. Al-Eid, Kyu‐Won Jung, Young‐Joo Won, Chun‐Ju Chiang, Mei‐Shu Lai, Krittika Suwanrungruang, Surapon Wiangnon, Karnchana Daoprasert, Donsuk Pongnikorn, Sarayut Lucien Geater, Hutcha Sriplung, Sultan Eser, Cankut Yakut, Monika Hackl, H. Mühlböck, Willi Oberaigner, A. Zborovskaya, Olga Aleinikova, K. Henau, Liesbet Van Eycken, Nadya Dimitrova, Z. Valerianova, Mario Šekerija, Miroslav Zvolský, Gerda Engholm, Hans H. Storm, Kaire Innos, Margit Mägi, Nea Malila, Karri Seppä, Jérémie Jegu, Michel Velten, Édouard Cornet, X. Troussard, Anne‐Marie Bouvier, Jean Faivre, Anne‐Valérie Guizard, Véronique Bouvier, Guy Launoy, P. Arveux, Marc Maynadié, Morgane Mounier, E. Fournier, Anne‐Sophie Woronoff, M. Daoulas, Jacqueline Clavel, Sandra Le Guyader-Peyrou, Alain Monnereau, Brigitte Trétarre, Marc Colonna, Anne Cowppli‐Bony, Florence Molinié, S. Bara, Delphine Degré, O. Ganry, B. Lapôtre‐Ledoux, Pascale Grosclaude, Jacques Estève, Freddie Bray, Marion Piñeros, Francesco Sassi, Roland Stabenow, Andrea Eberle, C. Erb, Alice Nennecke, Joachim Kieschke, Eunice Sirri, H. Kajueter, Katharina Emrich, Sylke Ruth Zeißig, Bernd Holleczek, Nora Eisemann, Alexander Katalinic, Hermann Brenner, R.A. Asquez, Vijay Kumar, E.J. Ólafsdóttir, Laufey Tryggvadóttír, Harry Comber, PM Walsh, H Sundseth, E. Devigili, Guido Mazzoleni, Adriano Giacomin, F. Bella, Marine Castaing, Anna Maria Sutera, G Gola, Stefano Ferretti, Diego Serraino, Antonella Zucchetto, Roberto Lillini, Marina Vercelli, S. Busco, Fabio Pannozzo, Susanna Vitarelli, Paolo Ricci, Cristiana Pascucci, M. Autelitano, Claudia Cirilli, Massimo Federico, Mario Fusco, Maria Francesca Vitale, M. Usala, Rosanna Cusimano, Walter Mazzucco, Maria Michiara, Paolo Sgargi, Milena Maule, Carlotta Sacerdote, Rosario Tumino, E. Di Felice, Massimo Vicentini, Fabio Falcini, L. Cremone, Mario Budroni, R. Cesaraccio, M.L. Contrino, F. Tisano, Anna Clara Fanetti, S. Maspero, Giuseppa Candela, T. Scuderi, Maria Gentilini, Silvano Piffer, Stefano Rosso, Lidia Sacchetto, Adele Caldarella, Francesco La Rosa, Fabrizio Stracci, Paolo Contiero, Giovanna Tagliabue, Angelo Paolo Dei Tos, Manuel Zorzi, Roberto Zanetti, Paolo Baili, Franco Berrino, Gemma Gatta, Riccardo Capocaccia, Roberta De Angelis, E. Liepina, A Maurina, Giedrė Smailytė, D. Agius, Neville Calleja, Sabine Siesling, Siri Larønningen, Birgit Möller, Agnieszka Dyzmann-Sroka, Maciej Trojanowski, Stanisław Góźdż, Ryszard Mężyk, Monika Grądalska-Lampart, A.U. Radziszewska, Joanna Didkowska, Urszula Wojciechowska, Jerzy Błaszczyk, Kamila Kępska, Magdalena Bielska‐Lasota, Katarzyna Kwiatkowska, Gonçalo Forjaz, R.A. Rego, Joana Bastos, M.A. Silva, Luís Antunes, María José Bento, A. Mayer-da-Silva, A. Miranda, Daniela Coza, A.I. Todescu, М. Yu. Valkov, J Adamcik, C. Safaei Diba, Maja Primic‐Žakelj, Tina Žagar, Janez Stare, E. Almar, Antonio Navareño Mateos, J. Ramon Quirós, J. Bidaurrazaga, Nerea Larrañaga, J.M. Díaz García, A.I. Marcos, Rafael Marcos‐Gragera, M.L. Vilardell Gil, María‐José Sánchez, P. Franch Sureda, M. Ramos Montserrat, M.D. Chirlaque, Carmen Navarro, Eva Ardanáz, C.C. Moreno-Iribas, Rafael Fernández‐Delgado, Rafael Peris‐Bonet, Jaume Galcerán, S. Khan, Mats Lambe, Bertrand Camey, Christine Bouchardy, M. Usel, S.M. Ess, C. Herrmann, Jean‐Luc Bulliard, M. Maspoli-Conconi, H. Frick, Claudia E. Kuehni, Matthias Schindler, Andrea Bordoni, Alessandra Spitale, Arnaud Chioléro, Isabelle Konzelmann, S.I. Dehler, Katarina L. Matthes, Jem Rashbass, Charles Stiller, Deirdre Fitzpatrick, Anna Gavin, Finian Bannon, R.J. Black, David Brewster, D W Huws, Peter D. White, P J Finan, Audrey Bonaventure, Helena Carreira, V Di Carlo, Rhea Harewood, K. Liu, Lisa Montel, Maja Nikšić, Bernard Rachet, Natalia Sanz, Devon Spika, Richard Stephens, M. Peake, Elizabeth Chalker, LA Newman, Deborah Baker, Matthew Soeberg, Joanne F. Aitken, Christopher J. Scott, B.C. Stokes, Alison Venn, Helen Farrugia, Graham G. Giles, Timothy Threlfall, David C. Currow, Hui You, James A. Hendrix, Christopher Lewis
Bibliographic record
VenueGynecologic Oncology · 2016
Typearticle
Languageen
FieldMedicine
TopicOvarian cancer diagnosis and treatment
Canadian institutionsnot available
FundersCenters for Disease Control and PreventionPartenariat Canadien Contre Le CancerSwiss Cancer Research FoundationSwiss ReNational Cancer InstituteCancer Research UKCancer Institute NSWCancer Focus Northern IrelandUniversity of Kentucky
KeywordsMedicineHistologyOvarian cancerOncologyGynecologyInternal medicineCancer
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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.034
Threshold uncertainty score0.067
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 head0.044
GPT teacher head0.359
Teacher spread0.315 · 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 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
Citations158
Published2016
Admission routes1
Has abstractno