Bibliographic record
Abstract
The editors and Karger Publishers would like to thank the following reviewers for the ongoing support in reviewing manuscripts for Cerebrovascular Diseases:Carlos Abanto, Lima, PeruMakiko Abe, Fukuoka, JapanMais Alkawaz, Lexington, KY, USAMaria Ignacia Allende, Concepción, ChileMohammed A. Almekhlafi, Calgary, AB, CanadaAngelika Alonso, Mannheim, GermanyLaura Amaya Pascasio, Almeria, SpainMagnus Andersson Hagiwara, Boras, SwedenClaudia Ansejo, Santiago, ChileJason Appleton, Nottingham, UKHisatomi Arima, Fukuoka, JapanEthem Murat Arsava, Ankara, TurkeyKama Narayan Arya, Mumbai, IndiaHeinrich J. Audebert, Berlin, GermanyIssam Awad, Chicago, IL, USAPeter Vince Banga, Budapest, HungaryJoshua I. Barzilay, Atlanta, GA, USALucy C. Beishon, Leicester, UKShiv Bhakta, Cambridge, UKRohit Bhatia, New Delhi, IndiaGeert Jan Biessels, Utrecht, The NetherlandsPhilippe Bijlenga, Geneva, SwitzerlandEffendy Bin-Hashim, Liverpool, UKChristopher Blair, Liverpool, NSW, AustraliaOliver Bozinov, St. Gallen, SwitzerlandRobin Brown, Cambridge, UKMillene R. Camilo, Ribeirao Preto, BrazilPol Camps-Renom, Barcelona, SpainVanessa Cano-Nigenda, Mexico City, MexicoYongjun Cao, Suzhou, ChinaArvind Caprihan, Albuquerque, NM, USALeonardo Augusto Carbonera, Porto Alegre, BrazilCheryl Carcel, Sydney, NSW, AustraliaChe Mohd Nasril Che Mohd Nassir, Shah Alam, MalaysiaBharath Chelluboina, Madison, WI, USAXiangyan Chen, Hong Kong, ChinaXiaoying Chen, Sydney, NSW, AustraliaWeiwei Chen, Xuzhou, ChinaHengshu Chen, Chengdu, ChinaXin Cheng, Shanghai, ChinaGerald Chi, Boston, MA, USAVeryan Codd, Leicester, UKPinar Coskun, Lexington, KY, USASteven Cramer, Los Angeles, CA, USAMarek Czosnyka, Cambridge, UKAna Claudia de Souza, Porto Alegre, BrazilNikita Dedhia, Cleveland, OH, USACarlos Delfino, Santiago, ChileHanqiang Deng, New Haven, CT, USAVincenzo Di Lazzaro, Rome, ItalyLorenzo Diana, Milan, ItalyYuchuan Ding, Detroit, MI, USAAfshin Divani, Minneapolis, MN, USAMark Dixon, Nottingham, UKXiaoqiao Dong, Zhejiang, ChinaFergus N. Doubal, Edinburgh, UKWendy Dusenbury, Fountain Hills, AZ, USATimothy England, Nottingham, UKNicholas Richard Evans, Cambridge, UKPatricia Fearon, Beaumont, IrelandWayne Feng, Durham, NC, USAWing-Chi Fong, Hong Kong, ChinaAna Catarina Fonseca, Lisbon, PortugalMichael T. Froehler, Nashville, TN, USAYasutaka Fushimi, Kyoto, JapanLidia Garcia-Bonilla, New York, NY, USADariusz Gąsecki, Gdańsk, PolandRomuald Girard, Chicago, IL, USAErin Godeke, Joondalup, WA, AustraliaJoshua Goldstein, Boston, MA, USAPablo Enrique González, Lausanne, SwitzerlandLina Grosset, Paris, FranceZhao Han, Wenzhou, ChinaRicardo A. Hanel, Coral Gables, FL, USAShoko Hara, Tokyo, JapanKatie Harris, Bangaroo, NSW, AustraliaMikito Hayakawa, Ibaraki, JapanJiawei He, Hunan, ChinaMegan Heffernan, Bangaroo, NSW, AustraliaJonathan Hewitt, Cardiff, UKNina Hilkens, Nijmegen, The NetherlandsAlice Hosking, Ediburgh, UKSatoshi Hosoki, Sidney, NSW, AustraliaSheng-Tao Hou, Guangdong, ChinaCheng-Yang Hsieh, Tainan, TaiwanFumiaki Imamura, Cambridge, UKYiu Ming Bonaventure Ip, Sha Tin, ChinaHironori Ishiguchi, Liverpool, UKRyo Itabashi, Yahaba, JapanYoshiaki Itoh, Osaka, JapanTsuyoshi Izumo, Gifu, JapanMichael L. James, Durham, NC, USAWei Jiang, Kunming, ChinaDinesh V. Jillella, Atlanta, GA, USAHanna Jokinen, Helsinki, FinlandMeher Juttukonda, Charleston, MA, USALove-Preet Kalra, Ludwigsburg, GermanyAyeesha Kamal, Karachi, PakistanKara A. Kennedy, Lexington, KY, USABum Joon Kim, Seoul, Republic of KoreaYongwoo Kim, Washington, DC, USATimothy Kleinig, Adelaide, SA, AustraliaSoumya Krishnamoorthy, Trivandrum, IndiaPradeep Kumar, New Delhi, IndiaYohanna Kusuma, Burwood, NSW, AustraliaNavdeep Lail, Norwich, CT, USAPablo M. Lavados, Santiago, ChileZhe Kang Law, Kuala Lumpur, MalaysiaTsong-Hai Lee, Kweishan, TaiwanTing-Yim Lee, London, ON, CanadaTsong-Hai Lee, Taoyuan, TaiwanAndrew Lee, Adelaide, SA, AustraliaLoïc Legris, Grenoble, FranceXinyi Leng, Hong Kong, ChinaQi Li, Hefei, ChinaLinxin Li, Oxford, UKGang Li, Shanghai, ChinaWeilin Liu, Fujian, ChinaChun-Feng Liu, Suzhou, ChinaDezhi Liu, Shanghai, ChinaYue Lu, Nanjing, ChinaHidetsugu Maekawa, Nara, JapanFatemeh Mansouri, Urmia, IranMarta Mantovani, Liverpool, UKDavid Mathieu, Sherbrooke, QC, CanadaEnrico Mazzon, Santiago, ChileRoman Medvedev, Moscow, RussiaMan Mohan Mehndiratta, New Delhi, IndiaFan Mei, Chengdu, ChinaBin Mei, Wuhan, ChinaThomas R. Meinel, Bern, SwitzerlandJatinder S. Minhas, Leicester, UKMasaki Mogi, Matsuyama, JapanVinicius Vian Abreu Montanaro, Brasilia, BrazilAlessandra Braga Cruz Guedes de Morais, São Paulo, BrazilAndrea Morotti, Pavia, ItalyNicholas A. Morris, Baltimore, MD, USATom J. Moullaali, Edinburgh, UKKeith Muir, Glasgow, UKPaula Muñoz-Venturelli, Santiago, ChileShinsuke Muraoka, Nagoya, JapanAntonio Muscari, Bologna, ItalyFariha Naeem, Glasgow, UKYoshinari Nagakane, Kyoto, JapanHyo Suk Nam, Seoul, Republic of KoreaAhmed Nasreldein, Assiut, EgyptFelix Ng, Parkville, VIC, AustraliaMasachika Niimi, Tokyo, JapanSigeru Nogawa, Hachioji, JapanMarilaura Nuñez, Concepción, ChileDavid Nyenhuis, Klaipeda, LithuaniaKuniaki Ogasawara, Yahaba, JapanToshiyasu Ogata, Fukuoka, JapanShuhei Okazaki, Osaka, JapanJohanna Maria Ospel, Basel, SwitzerlandMenglu Ouyang, Newtown, NSW, AustraliaJeyaraj Durai Pandian, Ludhiana, IndiaLeonardo Pantoni, Milan, ItalyAdrian Robert Parry-Jones, Salford, UKMatthew Pase, Melbourne, VIC, AustraliaValentina Perosa, Boston, MA, USARuth Peters, Sydney, NSW, AustraliaShona Pfeiffer, Dublin, IrelandJoão Pinho, Aachen, GermanyOctavio M. Pontes-Neto, São Paulo, BrazilRaoul Pop, Strasbourg, FranceChristopher I. Price, Newcastle upon Tyne, UKSarah Protto, Tampere, FinlandLaurent Puy, Lille, FranceDimitri Renard, Nimes, FranceStefano Ricci, Citta di Castello, ItalyRodrigo Javier Rivas, Temuco, ChileEva Rocha, São Paulo, BrazilOle Morten Rønning, Lorenskog, NorwayJulieta Rosales, Buenos Aires, ArgentinaDaniel Rubin, Boston, MA, USARustam Al-Shahi Salman, Edinburgh, UKSimone Marianne Schoenwaelder, Sydney, NSW, AustraliaFloris Schreuder, Nijmegen, The NetherlandsRudolph Schutte, Cambridge, UKDavid J. Seiffge, Bern, SwitzerlandMagdy Selim, Boston, MA, USASultana Shajahan, Barangaroo, NSW, AustraliaHiroaki Shimizu, Akita, JapanZahra Shirzadi, Boston, MA, USAChing-Hui Sia, Singapore, SingaporeFrancesca Sibilia, Los Angeles, CA, USAGisele Sampaio Silva, São Paulo, BrazilSanjula Dhillon Singh, Somerville, MA, USAKonstantin V. Slavin, Chicago, IL, USACraig J. Smith, Manchester, UKLili Song, Beijing, ChinaJ. David Spence, London, ON, CanadaLuciano A. Sposato, London, ON, CanadaHans Jakob Steiger, Düsseldorf, GermanyYi Sui, Ningxia, ChinaPing Sun, Qingdao, ChinaKatharina Stibrant Sunnerhagen, Gothenburg, SwedenP.N. Sylaja, Thiruvananthapuram, IndiaYasushi Takagi, Tokushima, JapanSatoshi Takahashi, Tokyo, JapanBenjamin Yong Qiang Tan, Singapore, SingaporeMartin Taylor-Rowan, Glasgow, UKOliver Todd, Leeds, UKGeorgios Tsivgoulis, Athens, GreeceYuji Ueno, Chuo, JapanPeter Vajkoczy, Berlin, GermanyKolawole W. Wahab, Ilorin, NigeriaSilke Walter, Homburg, GermanyShu Wan, Ann Arbor, MI, USAJiguang Wang, Shanghai, ChinaXue Wang, Wenzhou, ChinaJoanna Wardlaw, Edinburgh, UKMohammad Wasay, Karachi, PakistanWilleke F. Westendorp, Amsterdam, The NetherlandsTimothy White, Hempstead, NY, USACharles D.A. Wolfe, London, UKAndrew Wong, Brisbane, QLD, AustraliaTeddy Y. Wu, Christchurch, New ZealandWei Wu, Nanjing, ChinaXuehai Wu, Shanghai, ChinaGuodong Xiao, Suzhou, ChinaYun-Yun Xiong, Nanjing, ChinaWei-Hai Xu, Beijing, ChinaYing Xu, Sydney, NSW, AustraliaYusuke Yakushiji, Osaka, JapanKoji Yamaguchi, Tokyo, JapanYuying Yan, Chengdu, ChinaBernard Yan, Melbourne, VIC, AustraliaJie Yang, Chengdu, ChinaJian-Jun Yang, Nanjing, ChinaPengfei Yang, Shanghai, ChinaSohei Yoshimura, Osaka, JapanShoujiang You, Suzhou, ChinaShoujiang You, Sydney, NSW, AustraliaChun Yuan, Seattle, WA, USAKang Yuan, Nanjing, ChinaWafaa Zaaraoui, Marseille, FranceJianjian Zhang, Wuhan, ChinaBingyang Zhao, Changchun, ChinaYuanli Zhao, Beijing, ChinaJing Zhao, Chongqing, ChinaDanni Zheng, Barangaroo, NSW, AustraliaMing Zhong, Fudan, ChinaChongke Zhong, Suzhou, ChinaZien Zhou, Newtown, NSW, AustraliaWusheng Zhu, Nanjing, ChinaWendy Catharina Ziai, Baltimore, MD, USAAnnaelle Zietz, Basel, Switzerland
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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.008 |
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; both teacher heads agree on what is shown here.
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".