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Correction: White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group
Bo‐Gyeom Kim, Gakyung Kim, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Alan Anticevic, Paul Arnold, Srinivas Balachander, Nerisa Banaj, Núria Bargalló, Marcelo C. Batistuzzo, Francesco Benedetti, Sara Bertolín, Jan C. Beucke, Irene Bollettini, Silvia Brem, Brian P. Brennan, Jan K. Buitelaar, Rosa Calvo, Miguel Castelo‐Branco, Yuqi Cheng, Ritu Bhusal Chhatkuli, Valentina Ciullo, Ana Coelho, Beatriz Couto, Sara Dallaspezia, Benjamin A. Ely, Sónia Ferreira, Martine Fontaine, Jean‐Paul Fouché, Rachael Grazioplene, Patricia Gruner, Kristen Hagen, Bjarne Hansen, Gregory L. Hanna, Yoshiyuki Hirano, Marcelo Q. Höxter, Morgan Hough, Hao Hu, Chaim Huyser, Toshikazu Ikuta, Neda Jahanshad, Anthony James, Fern Jaspers‐Fayer, Selina Kasprzak, Norbert Kathmann, Christian Kaufmann, Minah Kim, Kathrin Koch, Gerd Kvale, Jun Soo Kwon, Luisa Lázaro, Junhee Lee, Christine Löchner, Jin Lü, Daniela Rodriguez Manrique, Ignacio Martínez‐Zalacaín, Yoshitada Masuda, Koji Matsumoto, Maria Paula Maziero, José M. Menchón, Luciano Minuzzi, Pedro Silva Moreira, Pedro Morgado, Janardhanan C. Narayanaswamy, Jin Narumoto, Ana E. Ortiz, Junko Ota, José C. Pariente, Chris Perriello, Maria Picó‐Pérez, Christopher Pittenger, Sara Poletti, Eva Real, Y. C. Janardhan Reddy, Daan van Rooij, Yuki Sakai, João Ricardo Sato, Cinto Segalàs, Roseli Gedanke Shavitt, Zonglin Shen, Eiji Shimizu, Venkataram Shivakumar, Noam Soreni, Carles Soriano‐Mas, Nuno Sousa, Mafalda Machado Sousa, Gianfranco Spalletta, Emily Stern, S. Evelyn Stewart, Philip R. Szeszko, Rajat M. Thomas, Sophia I. Thomopoulos, Daniela Vecchio, Ganesan Venkatasubramanian, Chris Vriend, Susanne Walitza, Zhen Wang, Anri Watanabe, Lidewij H. Wolters, Jian Xu, Kei Yamada, Je‐Yeon Yun, Mojtaba Zarei, Qing Zhao, Xi Zhu, Honami Arai, Ana Isabel Araújo, Kentaro Araki, Justin T. Baker, John R. Best, Premika S.W. Boedhoe, Sven Bölte, Vilde Brecke, Carolina Cappi, João Castelhano, Wei Chen, Sutoh Chihiro, Kang Ik Kevin Cho, Sunah Choi, Daniel L. Costa, Nan Dai, Shareefa Dalvie, Damiaan Denys, Juliana Belo Diniz, Isabel Catarina Duarte, Calesella Federico, Jamie D. Feusner, Kate D. Fitzgerald, Egill A. Friðgeirsson, Edna Grünblatt, Sayo Hamatani, Mengxin He, Keisuke Ikari, Jonathan Ipser, Hongyan Jiang, Linling Jiang, Niels T. de Joode, Taekwan Kim, Hitomi Kitagawa, Masaru Kuno, Yoo Bin Kwak, Wieke van Leeuwen, Chiang‐Shan R. Li, Na Li, Yanni Liu, Fang Liu, Antônio Carlos Lopes, Yuri Milaneschi, Hein J. F. van Marle, Sergi Mas, David Mataix‐Cols, Maria Alice de Mathis, Maria Paula Mazieiro, Sarah E. Medland, Renata Amanajás De Melo, Eurı́pedes Constantino Miguel, Ástrid Morer, Alessandro S. De Nadai, Tomohiro Nakao, Masato Nihei, Luke Norman, Erika L. Nurmi, Joseph O’Neil, Sanghoon Oh, Sho Okawa, John Piacentini, Natàlia Rodríguez, Renata Silva, Michael C. Stevens, Anouk van der Straten, Jumpei Takahashi, Tais Tanamatis, Jinsong Tang, Anders Lillevik Thorsen, David F. Tolin, Anne Uhlmann, Benedetta Vai, Ysbrand D. van der Werf, Dick J. Veltman, Nora C. Vetter, Jicai Wang, Cees J. Weeland, Stella J. de Wit, Nicole Wolff, Xiufeng Xu, Tokiko Yoshida, Fengrui Zhang, Paul M. Thompson, Willem B. Bruin, Fabrizio Piras, Dan J. Stein, H. Blair Simpson, Rachel Marsh, Jiook Cha
Bibliographic record
VenueMolecular Psychiatry · 2024
Typeerratum
Languageen
FieldPsychology
TopicObsessive-Compulsive Spectrum Disorders
Canadian institutionsSimon Fraser UniversityBC Mental Health & Substance Use ServicesMcMaster UniversityHotchkiss Brain InstituteUniversity of CalgarySt. Joseph’s Healthcare HamiltonUniversity of British ColumbiaHospital for Sick ChildrenBC Children's HospitalUniversity of TorontoCentre for Addiction and Mental Health
FundersNational Center for Advancing Translational SciencesNational Institute of Mental Health
KeywordsWhite matterPsychologyObsessive compulsiveDiffusion MRIBehavioral medicinePsychiatryClinical psychologyMedicineMagnetic resonance imaging
Abstract
In this article Noam Soreni at affiliation ‘Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada and Offord Centre for Child Studies, Hamilton, Ontario, Canada’ was missing from the author list. The original article has been corrected.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.430
Threshold uncertainty score1.000
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.009 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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 head0.007
GPT teacher head0.271
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; both teacher heads agree on what is shown here.
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
Citations2
Published2024
Admission routes2
Has abstractyes