Acknowledgment of <i>Ad Hoc</i> Reviewers
Bibliographic record
Abstract
The Editors of Clinical and Vaccine Immunology would like to express their thanks and appreciation to the dedicated ad hoc reviewers listed below who have graciously given their time and expertise over the past year. Davide A. Abate Kristina Abel Jacqueline M. Achkar Leslie G. Adams Kshitij Agarwal Maria Aguero-Rosenfeld Maximilian C. Aichelburg Mustafa Akkoyunlu Randy A. Albrecht Mark R. Alderson Caroline Alfieri Holly M. Algood Nahid Ali Julio Aliberti Lee-Ann H. Allen Sylvie Alonso Ada Maria de Barcelos Alves Jafar Amani Sara Adel Amer Gerard Andrews Cristian Apetrei Maria Duarte Appleman Judith A. Appleton Alicia Aranaz Carla Renata Arciola Angela Arenas-Gamboa Minetaro Arita Glen D. Armstrong Bernard P. Arulanandam David P. AuCoin Clara M. Ausiello Tatjana Avšič-Županc Reha O. Azizoglu Susanna M. Bächle Kenneth Christopher Bagley Lauren O. Bakaletz Robert O. Baker Pablo C. Baldi Cynthia Baldwin Susan Baldwin Judith M. Ball John P. Bannantine Norbert Bannert Alan G. Barbour Stephen J. Barenkamp Ralph Baric David Barnett Dan H. Barouch Peter A. Barry Suzanne S. Barth Jagadeesh Bayry Hugues Bedouelle Christoph Beisswenger Bryan Bellaire Walid Ben-Selma Rance E. Berg Elke S. Bergmann-Leitner Luiz E. Bermudez Antonio Bertoletti Purnima Bhat Ajay Bhatia Matthew J. Binnicker Subhabrata Biswas Patrick J. Blackall Stuart D. Blacksell G. Eric Blair Jorge Carlos Blanco Linda K. Bockenstedt Dusan Bogunovic Stephanie Boisson-Dupuis Diego Costa Borges Francisco Borrego Irene Bosch Jeffrey Lee Bose Kenneth L. Bost Anne Bouvet Birgit G. Bradel-Tretheway Barry Bradford Bernard Branson Jason M. Brenchley Michael J. Brennan Paul J. Brett James M. Brewer David E. Briles Susan L. Brockmeier Femke Broere Tim Brooks Jeremy S. Brown Wendy C. Brown Glenn F. Browning Oscar Bruna-Romero Filemon Bucardo Philippe Buchy Christopher Brian Buck Cara C. Burns Drusilla L. Burns James M. Burns Michael Busch Juan Bustamante Georgina S. Butler Xuehui Cai Joseph Calacino James Campbell Lee Ann Campbell Daniel Candotti Silvana Carnevale Daniel J. J. Carr Joseph J. Carter Agostinho Carvalho Joanne Casey Leslie S. Casey Hugo Caire Castro-Faria-Neto Antonino Catanzaro Donald Chabot Bryce Chackerian Ong Kien Chai Lisa A. Chakrabarti Kishore B. Challagundla Robin Chamberland Raymond Chan Kondethimmanahalli Chandramouli Gwong-Jen J. Chang J. Judy Chang Rana Chattopadhyay Keya Chaudhuri William G. Cheadle Nanhua Chen Shih-Shun Chen Wangxue Chen John W. Cherwonogrodzky Tom Chiller Carol Chitko-McKown Sylvie Chollet-Martin Marina Cinco Paul P. Cleary Jackie Cliff Holly D. Clifford Vera Codices Joseph M. Colacino Tonya Michelle Colpitts Anthony W. Confer Anthony J. Conley Araceli Contreras Leigh Corner Veronica Paula Costantini Charles J. Czuprynski Akram Da'darah Jorgen Dahlstrom Nadine A. Dalrymple Thomas Daly Sriuveny Dangoudoubiyam Gregory A. Dasch Anabela C. da Silva Kausik Datta Raymond James Dattwyler Robert Daum Bruce Davis Robert L. Davis William C. Davis Nicholas P. J. Day Khaled Deeb Gregory A. Dekaban Amanda de Mestre Gunner Deniz Peter Deplazes Stephen C. DeRosa Rik L. de Swart Bernhard Dietzschold Henryka Długońska Hazel M. Dockrell Christopher Doern Funda Dogruman-AI T. Mark Doherty Sheila Dollard Mike Drebot Patricia Dubin Nick Duesbery J. Stephen Dumler Paul Dunman James J. Dunn Eileen M. Dunne Scott Durum Belma Durupinar Lynn B. Dustin Nejat Duzgunes J. M. Echevarria Shigetoshi Eda Christopher Eickhoff Karen Elkins Ashraf S. El-Sayed Monica E. Embers R. Erskine Alejandro Escobar-Gutierrez Mark Estes Steve Ethridge Scott Evans Pat Fast Sarah Feldman Mariet Feltkamp Kristopher P. Fennie Antonio W. Ferreira Steven N. Fiering Nimita H. Fifadara Helen Findloe Robert Fisher Christina T. Fiske Helen Fletcher Anthony Richard Fooks Dimitrios Frangoulidis Scott Fridkin Hanne Frokiaer Tong-Ming Fu Zhen F. Fu Gary Fujii James E. Galen Ray Gamble Lynne S. Garcia Suzanne Garland Patricia E. Garrett Robert F. Garry Claudia Gentry-Weeks Mary J. George Dale N. Gerding Laurel J. Gershwin Lorenzo Giacani Evangelos J. Giamarellos-Bourboulis Rodica Gilca D.E. Gilham Corrado Girmenia Sally Glaser Henry P. Godfrey Jacques Godfroid Katja Goldmann Rachel Novaes Gomes Stephen B. Gordon Boris Gorovits Andrew Gorringe Christian Gortázar Yasuyuki Goto Bruno Gottstein Dan M. Granoff Bruce A. Green Justin J. Greenlee Charles Grose Antoine Gross Thomas Gross Marvin J. Grubman Jean-Luc Guérin Susana Guix Hailong Guo Xiaoti Guo Efrain Guzman John Hackett Nancy L. Haigwood Roy A. Hall Scott Halperin Robert G. Hamilton Sven Hammerschimdt Cathleen Hanlon Ronald Joseph Harbeck Michele E. Hardy Eric T. Harvill Zahra Hasan Alan J. Hay Biao He Klaus P. Hedman Franz X. Heinz Andrew Hemphill Laura Hendrix Andréa H. Henriques-Pons Michael Hensel Donald Gray Heppner Erik Hewlett Paul Heyman N. Luisa Hiller Jiro Hirota Chakrit Hirunpetcharat Wayne Hogrefe Jayne Hope David Horohov Rebecca T. Horvat Muneki Hotomi Joppe Willem Hovius Daniela Hozbor Yanzhong Hu Haibin Huang Johannes Huebner Jason Huff George Hui Klaus-Peter Hunfeld Ivan F. N. Hung Elizabeth A. Hunsperger Kris Huygen Joseph Hwang Noreen Hynes Shinsaku Imashuku Richard E. Isaacson Kenji Ishiwata Yasusuhi Itoh Rhyan Jack Pawel Janczyk Dakshina Jandhyala Robert Janulczyk Susan I. Jarvi Chen Jian Michael Jobling Barbara J. Johnson Charles Johnson Eric A. Johnson Teresa R. Johnson Douglas E. Jones Gareth John Jones Ruwen Jou Colleen B. Jonsson Stephen Kaba Pete Kaiser George Kallstrom Saleem Kamili Gerardo G. Kaplan Khalil Karimi Stephanie M. Karst Kazuhiko Katayama Karen Keddy Sue C. Kehl Marcus Kehrli George Kemble Richard Kennedy Luc Kestens Imran H. Khan Yury E. Khudyakov Hyon-Suk Kim J. Stacey Klutts Gary P. Kobinger Lester Kobzik Matthew D. Koci Stephan Kolkenbrock Thomas R. Kozel Thomas R. Kreil Mark R. Krystal Indira T. Kudva Suresh Kumar R.A. Kunkle Shun'ichi Kuroda Monique Lafon Jenn-Haung Lai Mark T. LaRocco Julie E. Ledgerwood Chun-Nan Lee Lucia H. Lee Song Lee Young-Min Lee Michel Le Henaff Liancheng Lei David Leiby Diane S. Leland Tiziana Lembo Paul N. Levett Feng Li Jianrong Li Oliver Liesenfeld Kledoaldo Oliveira Lima Direk Limmathurotsakul Josefina Linares Janet C. Lindow Mark Lindsley John D. Lippolis Christine M. Litwin Quan Liu Wenjun Liu Mario Lobigs Martin Loechelt Vladimir Loparev Constantino Lopez-Macias Alessio Lorusso Piergiorgio Lovaglio Karin Lovgren-Bengtsson Jake Lowry Shan Lu Shuhong Luo Andrew J. Macadam Donna M. MacCallum Girley Francisco Machado-de-Assis Janet MacInnes Erich R. Mackow N. James MacLachlan Nicasio Mancini Balaji Manicassamy John M. Mansfield Richard T. Marconi Immaculada Margarit Y Ros Mary A. Marovich Edward Neal Martin Juan J. Martinez Francoise Mascart Robert F. Massung Tetsuro Matano Anuja Mathew Motohiro Matsuura Jason McArthur Phil McCoy John McDyer Jodi McGill Peter McIntyre David M. McMurray Helen McShane Bruce D. Meade Robert H. Mealey Rafael Medina Peter Melby Melha Mellata Tod J. Merkel Valeria Meroni Steven Meschino Ilhem Messaoudi William Meyer Romain Micol Mohammad A. Mir Bernard J. Moncla Anna Moniuszko Nancy Monson Jose Gilberto Montoya Sheldon Morris Matthew Patrick Morrow Benjamin Douglas Moser Stephen A. Moser Rodney A. Moxley Harshini Mukundan Isis Kanevsky Mullarky Yoshihiko Murata Serge Muyldermans Denise Nardelli-Haefliger David E. Nelson Gabriele Neumann Tracy L. Nicholson Mathias Niedrig Pauline Nol Frederick S. Nolte Helene Norder Gunnstein Norheim Tom G. Obrig Hokyung Oh Shigefumi Okamoto Teri Oldaker Christine Olver Jan Jelrik Oosterheert Diane J. Ordway Thorsten Orlikowsky Kathy Orloski Jon Oscherwitz Márcia Otani Slobodan Paessler Kenneth Palmer Enzo A. Palombo Mark William Pandori Ivona Pandrea Teresa Pardo Daniel H. Paris Luc Paris Tanya Parish Giustino Parruti Mikhail Pashenkov Ami Patel C. David Pauza Lucia C. Pawloski Molly Perkins Eskild Petersen Patrick Petignat Olivier Picone Mauro Pistello Brandon Plattner Stefan H. Pöhlmann Andrew Pollard Graeme Price Adam Ptolemy Bali Pulendran Anoop Sebastian Pulickal Conrad P. Quinn Justin D. Radolf Gowrisankar Rajam Sanjay Ram Rama Ramani Vemulapalli Ramesh Didier Raoult Rino Rappuoli Silvia Ratto-Kim Stuart C. Ray Donald C. Reason Steven G. Reed Bernd H. Rehm Michael P. Reichel Ingrid Reiter-Owona Peter J. Rice Mark S. Riddle Bert K. Rima Felix C. Ringshausen Jennifer Ritchie Florence Robert-Gangneux Mauricio M. Rodrigues John T. Roehrig Kenneth Roland Willian H. Roldan Audrey Romano Jose R. Romero Sandy Romero-Steiner Marcus Rose Helene F. Rosenberg Martin Rowe Raymond R. Rowland Dennis Rubbenstroth Nina Russell Brent J. Ryckman Nitin Saksena Suryaprakash Sambhara James Samuel Matthew R. Sandbulte Martina Sanderson-Smith Javier Santander Saul J. Santivanez Erica Ollmann Saphire Yuko Sasaki Karla J. F. Satchell Stephen J. Savarino Takuo Sawada Gereon Schares David Scheifele Dirk Schlüter Eva Maria Schmelz Scott Schmid Jos Seegers Ulrike Seitzer Takenori Seki Karol Sestak Alberto Severini Kathy Ho Yen Shair Jeff Shannon Geeta Sharma Iain Martin Sheldon Chiaho Shih Takeshi Shimosato Varda Shkap Charles B. Shoemaker Jerry Simecka Jakub Simon Raphael Simon Andrew Simpson Ruchi Singh Christian Sinzger Jean-Claude Sirard Evan Skowronski Jan Slapeta Pieter Willem Smit Karen Smith-McCune Alicia Solorzano Manki Song Manuel Soto John S. Spencer Wolf Splettstoesser Lisa D. Sprague Srinand Sreevatsan Nammalwar Sriranganathan Shiranee Sriskandan Judith Stabel Simona Stager Margaret Stanley John Steel Jennifer Steen Cameron Stewart Mark Stoler Daniel Streblow James Stuart Carlos Suarez Kanta Subbarao Hiromu Sugiyama Wayne M. Sullender Mavanur Suresh Edwin Swiatlo Alexander Swidsinski Ella Swierkosz William M. Switzer Matthew Sylte Carlos Pelleschi Taborda Hiroshi Takaku Tina Q. Tan Geraldine Taylor Daniel J. Tenney James Thomas Robin Thorpe Peng Tian Juliette Kay Tinker Alvaro Toledo Maria Lina Tornesello Phillippe Totte Jean-Nicolas Tournier Tetsuya Toyoda Richard W. Truman Jaw-Ji Tsai Theodore F. Tsai Wenbin Tuo Aysegul Ulu kilic Mart Ustav Esther van de Vosse Anne Margaretha van der Does Peter van der Ley Jos van der Meer Sylvia van Drunen Little-van den Hurk Ramakrishna Vankayalapati Fabio Augusto Vannucci Dimitrios Vassilopoulos Gilberto Vaughan Ashutosh Verma Indu Verma Laura Via Jorge Eugenio Vidal Nicholas Vietri Srinivasan A. Villuppanoor Jean-Louis Vincent Jan Vinje Robert J. Visalli Raphael P. Viscidi Nieves Vizcaino Veronika von Messling Claudia Waldner Matt Waldron David H. Walker Xiaoting Wang Xin Wang Yingwei Wang Liya Wassie Johanna Watson Wanitda Watthanaworawit Haiming Wei Shannon Elise Weigum David B. Weiner Susan C. Welburn Susan Welkos Nele Wellinghausen Carol L. Wells Dirk Westermann Peter Wever Adam O. Whelan A. Clinton White Jason K. Whitmire Patricia P. Wilkins Diana J. Williams John V. Williams Sebastian E. Winter Carl H. Wirsing von Konig Donna M. Wolk Gary Wong Dawn Patricia Wooley Inge Wouters William H. Wunner Dong Xia Dorothy Xing Sidong Xiong Toshitaka Yajima Xinghong Yang Yurong Yang Ali Yilmaz Kyoung-Jin Yoon Lijuan Yuan Oscar Zaragoza Jorge E. Zavala Castro Clement Zeh Weiguang Zeng Guoquan Zhang Jun Zhang Li Zhang Qijing Zhang Weiping Zhang Tian-Biao Zhou Emilie Zuercher
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.019 | 0.118 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.007 | 0.004 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.013 | 0.007 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.091 | 0.108 |
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.
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.
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".