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Record W4416322305 · doi:10.1159/000549164

Acknowledgement to Reviewers

2025· article· en· W4416322305 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCardiology · 2025
Typearticle
Languageen
FieldMedicine
TopicCardiovascular Disease and Adiposity
Canadian institutionsnot available
Fundersnot available
KeywordsAcknowledgementBlame

Abstract

fetched live from OpenAlex

The editors and Karger Publishers would like to thank the following reviewers for their ongoing support in reviewing manuscripts for Cardiology:Mohammad Abdelghani, Cairo, EgyptMaurizio Giuseppe Abrignani, Marsala, ItalyRecai Aci, Aydin, TurkeyAditya Adinata, Kobe, JapanAndreea Sorina Afana, Craiova, RomaniaManyoo Agarwal, Cleveland, OH, USAAhmed Al-Ani, Oslo, NorwaySundos Alabbadi, New York, NY, USAYasmin Abdelrazek Abdelrazek Ali, Cairo, EgyptMuhammad Usman Almani, Philadelphia, PA, USAYasuo Amano, Tokyo, JapanHarishchander Anandaram, Coimbatore, IndiaAmr A. Arafat, Riyadh, Saudi ArabiaGuilherme Peixoto Tinoco Arêas, Manaus, BrazilDavid Aristizabal-Colorado, Cali, ColombiaYoav Arnson, Kfar Sava, IsraelKandasamy Nagarajan ArulJothi, Chennai, IndiaAr Kar Aung, Melbourne, VIC, AustraliaÜmit Aydoğan, Keçiören, TurkeyYuichi Baba, Kochi, JapanRong Bai, Phoenix, AZ, USARam Balasubramanian, Lincoln, NE, USAMaurício Fregonesi Barbosa, Dallas, TX, USAGiuseppe Barletta, Florence, ItalyAlon Barsheshet, Petah Tikva, IsraelGuilherme Lopes Batista, São Paulo, BrazilZuhal Bayramoglu, Istanbul, TurkeyAlexander E. Berezin, Salzburg, AustriaLuca Bergamaschi, Bologna, ItalyKurt Bestehorn, Dresden, GermanyXukun Bi, Hangzhou, ChinaGiulio Binaghi, Cagliari, ItalyYochai Birnbaum, Houston, TX, USAIrma Bisceglia, Rome, ItalyYair Blumberg, Haifa, IsraelJasper Boeddinghaus, Basel, SwitzerlandAntonio José Bollas, Madrid, SpainOksana Boyarchuk, Ternopil, UkraineSibel Bozabali, Muğla, TurkeyAlexander Bracey, Albany, NY, USAEric D. Braunstein, Los Angeles, CA, USAJosiah Brown, Los Angeles, CA, USAAnggoro Budi Hartopo, Jogjakarta, IndonesiaMaria Bueno Marinas, Padua, ItalyJeroen J.H. Bunge, Rotterdam, The NetherlandsNoreen Butt, Stavanger, NorwayKirill Buturlin, Petah Tikva, IsraelMarial Laura Canale, Lido di Camaiore, ItalyUgur Canpolat, Ankara Beytepe, TurkeyMarco Centola, Desio, ItalyYi-Jen Chen, Taipei, TaiwanQingui Chen, Leiden, The NetherlandsLei Chen, Hong Kong, ChinaZimo Chen, Beijing, ChinaJu-Yi Chen, Tainan, TaiwanAdela Chirita-Emandi, Timişoara, RomaniaRaluca Ozana Chistol, Iasi, RomaniaGeorgios A. Christou, Ioannina, GreeceFatih Çölkesen, Konya, TurkeyPaul O. Collinson, London, UKHeber Ivan Condori Leandro, St. Petersburg, RussiaKaren Salve Coutinho-Wolino, Niterói, BrazilDomenico Cozzolino, Naples, ItalyDanisa K. Daubenspeck, Chicago, IL, USAStefano De Servi, Pavia, ItalyTill Joscha Demal, Hamburg, GermanyStefania Angela Di Fusco, Rome, ItalyFrancielle Dias-Santos, São Cristóvão, BrazilWolfgang Dichtl, Innsbruck, AustriaErwan Donal, Rennes, FranceGianluigi Dorelli, Verona, ItalyGuy Dori, Afula, IsraelAmal El-Sisi, Cairo, EgyptAhmed Adel Elamragy, Cairo, EgyptMarwa Elhady, Cairo, EgyptZahra Emkanjoo, Tehran, IranTaher Entezari-Maleki, Tabriz, IranÇetin Erol, Ankara, TurkeyRaffaele Falco, Milan, ItalyGang Fan, Xianyang, ChinaMelody Farrashi, Tehran, IranWeiqi Feng, Guangzhou, ChinaMarco Flori, Urbino, ItalyFederica Fogacci, Bologna, ItalyNavid Freidoonimehr, Brisbane, QLD, AustraliaSergio Freitas de Siqueira, São Paulo, BrazilMin-Tao Gai, Ürümqi, ChinaAgata Galas, Warsaw, PolandNicolas Gendron, Paris, FranceGeorge Geroulakos, London, UKBernard Geudelin, Basel, SwitzerlandNilesh Ghugre, Toronto, ON, CanadaFelice Gragnano, Caserta, ItalyGiorgio Grani, Rome, ItalyDandan Guo, Harbin, ChinaPaul A. Gurbel, Lutherville, MD, USAMustafa Ozan Gürsoy, Izmir, TurkeyAnwer Habib, Fort Wayne, IN, USADiana Ruxandra Hădăreanu, Craiova, RomaniaAmir Hadi, Isfahan, IranIqbal Haider, Peshawar, PakistanMichael Hamilton, Philadelphia, PA, USAMasashi Hasebe, Kyoto, JapanHideyuki Hayashi, New York, NY, USAMert İlker Hayıroğlu, Istanbul, TurkeyZiyad M. Hijazi, Chicago, IL, USAHiroaki Hiraiwa, Nagoya, JapanFredrik Holmqvist, Lund, SwedenSung-Jin Hong, Seoul, Republic of KoreaYusuf Hosoglu, Ankara, TurkeyChih-Hsin Hsu, Tainan, TaiwanBen Hu, Hefei, ChinaWei Syun Hu, Taichung, TaiwanCamilla Huse, Oslo, NorwaySadiq Hussain, Dibrugarh, IndiaAbiodun Benjamin Idowu, Philadelphia, PA, USASung Il Im, Busan, ChinaYasushi Ino, Wakayama, JapanAdrian Ionescu, Swansea, UKMehmet Işık, Selçuklu, TurkeyFabián Islas, Talavera de la Reina, SpainIn-Seok Jeong, Gwangju, Republic of KoreaHyung Ki Jeong, Iksan, Republic of KoreaNikolaos Kalampokas, Düsseldorf, GermanyHidenori Kariya, Sagamihara, JapanMaria Kercheva, Tomsk, RussiaAleem Khand, Glasgow, UKGrzegorz Kiełbasa, Krakow, PolandKyung An Kim, Seoul, Republic of KoreaNobuaki Kobayashi, Inzai, JapanEitaro Kodani, Tokyo, JapanTakashi Kohno, Tokyo, JapanWouter Kok, Amsterdam, The NetherlandsKristina Kopeva, Tomsk, RussiaSetor K. Kunutsor, Winnipeg, MB, CanadaTutik Kusmiati, Surabaya, IndonesiaRahmat Budi Kuswiyanto, Kota Bandung, IndonesiaChun Shing Kwok, Keele, UKDavid Kylhammar, Linköping, SwedenReijo Laaksonen, Tampere, FinlandMohamed Laimoud, Giza, EgyptTorben Bjerregaard Larsen, Vejle, DenmarkBasant Lashin, Rochester, MN, USAWei-Chieh Lee, Kaohsiung, TaiwanRyan Leow, Singapore, SingaporeJixin Li, Beijing, ChinaTian Li, Xian, ChinaLiliang Li, Shanghai, ChinaYing Liao, Longyan, ChinaHong Liu, Nanjing, ChinaYang Liu, Zibo, ChinaJavier Lopez-Pais, Santiago de Compostela, SpainMengkai Lu, Jinan, ChinaDong-Lei Luo, Chengde, ChinaXiaoyue Ma, New York, NY, USARoshan Kumar Mahat, Moradabad, IndiaLiudmila Sergeevna Mainzer, Urbana, IL, USAAhmed Maraey, Toledo, OH, USAJulian E. Mariampillai, Lorenskog, NorwayMatteo Marro, Turin, ItalyJorge Martínez-Solano, Madrid, SpainNicola Marziliano, Milan, ItalySatoshi Matsui, Kobe, JapanAndrea Matteucci, Rome, ItalyStephan Peronard Mayntz, Odense, DenmarkPietro Mazzeo, Salerno, ItalyAndrew McRae, Calgary, AB, CanadaMichael Megaly, Phoenix, AZ, USABahar Mikaeili, Cincinnati, OH, USAFatemeh Alsadat Mirzadeh, Tehran, IranNasrin Moazzen, Mashhad, IranReza Mohseni-Badalabadi, Tehran, IranMarko Mornar Jelavic, Zagreb, CroatiaDebabrata Mukherjee, El Paso, TX, USAVenkatachalam Mulukutla, El Paso, TX, USAJun Muneuchi, Kishinoura, JapanChristian Muñoz-Guijosa, Madrid, SpainSzymon Musiol, Bath, UKKatarzyna Napiórkowska-Baran, Bydgoszcz, PolandFatma Mohammad Nasr, Cairo, EgyptSeyed Aria Nejadghaderi, Tehran, IranTakumi Noda, Suita, JapanMihai Claudiu Ober, Cluj-Napoca, RomaniaTakahiro Okumura, Nagoya, JapanAdy Orbach, Holon, IsraelHuseyin Orta, Tekirdağ, TurkeyPelin Karaca Ozer, Turkey, IstanbulKanat Ozisik, Ankara, TurkeyTuo Pan, Nankin, ChinaChul Park, Ulsan, Republic of KoreaIris Parrini Parrini, Turin, ItalyBen Omega Petrazzini, Oxford, UKØystein Pettersen, Trondheim, NorwayKerstin Piayda, Frankfurt am Main, GermanyLaura C. Pinheiro, New York, NY, USAMario Plebani, Padua, ItalyFuat Polat, Istanbul, TurkeyMaria Teresa Politi, San Martín, ArgentinaAlexandros A. Polymeris, Basel, SwitzerlandNicola Riccardo Pugliese, Pisa, ItalyZhengjiang Qian, Shenzen, ChinaMiaohan Qiu, Shenyang, ChinaPekka Raatikainen, Helsinki, FinlandAndrea Rafanelli, Amsterdam, The NetherlandsMohammad Rahmanian, Tehran, IranQingzhi Ran, Beijing, ChinaJin Rao, Shanghai, ChinaMohammad Rasidi Mohammad Rasani, Bangi, MalaysiaTripti Rastogi, Nancy, FranceNick Simon Ephraim Reed, Glasgow, UKYousef Rezaei, Tehran, IranMohammad Rezaei Zadeh Rukerd, Kerman, IranA. Mark Richards, Invercargill, New ZealandDaryl Ridley, Geelong, VIC, AustraliaWalter F. Riesen, Erlenbach, SwitzerlandRobert Roghair, Iowa City, IA, USAXavier Rossello, Barcelona, SpainGusty Rizky Teguh Ryanto, Kobe, JapanSepehr Sadafi, Kermanshah, IranK. Sadiq, San Diego, CA, USASamir K. Saha, Umea, SwedenVera Maria Cury Salemi, São Paulo, BrazilFrancesco Santoro, Andria, ItalyGaetano Santulli, New York, NY, USASusanne Sattler, London, UKLidija Savic, Belgrade, SerbiaNurten Sayar, Istanbul, TurkeyRoberto Scacciavillani, Rome, ItalyCarlos Scherr, Rio de Janeiro, BrazilPaul Schoenhagen, Cleveland, OH, USAPietro Scicchitano, Altamura, ItalyYusuf Ziya Şener, Ankara, TurkeyPatrick W. Serruys, London, UKIslam Elsayed Shehata, Zagazig, EgyptCaijie Shen, Ningbo, ChinaOsama Shoeib, Tanta, EgyptHakim Irfan Showkat, Srinagar, IndiaDhan Bahadur Shrestha, Cooperstown, NY, USARosa Sicari, Pisa, ItalySantiago Sierra-Castillo, Medellin, ColombiaUmit Yasar Sinan, Istanbul, TurkeyTheodoros Sinanis, Chania, GreeceKeren Skalsky, Petah Tikva, IsraelJana Smalcova, Prague, CzechiaStephen W. Smith, Gainesville, FL, USABożena Sobkowicz, Białystok, PolandMasood Soltanipur, Tehran, IranCaio Spaggiari, São Paulo, BrazilBoris Strasberg, Petah Tikva, IsraelCarla A. Sueta, Chapel Hill, NC, USASiti Zaleha Suki, Sungai Buloh, MalaysiaHuaxin Sun, Chengdu, ChinaSatoshi Suzuki, Fukushima, JapanMohammad Amin Khazeei Tabari, Sari, IranShinichi Tachibana, Saitama, JapanSiva Sagar Taduru, Kansas City, KS, USAMingjun Tan, Hershey, PA, USAVedide Tavli, Izmir, TurkeyAndrea Tedeschi, Piacenza, ItalyGaetano Thiene, Padua, ItalyMrudula Thiriveedi, Decatur, AL, USAChuan Tian, Beijing, ChinaOtilia Tica, Birmingham, UKTomasz Tokarek, Cracow, PolandHideshi Tomita, Tokyo, JapanDwight Towler, Dallas, TX, USAKenichi Tsujita, Kumamoto, JapanFabio Maria Turazza, Milan, ItalyYuji Ueno, Kofu, JapanTaner Ulus, Eskişehir, TurkeyHuseyin Uyarel, Istanbul, TurkeyHilal Uysal, Bartın, TurkeyGabriele Valli, Anzio, ItalyMarcel C.G. van de Poll, Maastricht, The NetherlandsLennart van de Velde, Enschede, The NetherlandsStephan van der Zwaard, Amsterdam, The NetherlandsFarkas Vanky, Linköping, SwedenMordehay Vaturi, Petah Tikva, IsraelNils Tore Vethe, Oslo, NorwayAntonio Vitarelli, Rome, ItalyPustika Wahidiyat, Kota Depok, IndonesiaYong Wang, Beijing, ChinaJou-Kou Wang, Taipei, TaiwanPanxia Wang, Guangzhou, ChinaYishay Wasserstrum, Ramat Gan, IsraelCarolyn Webb, London, UKSong Wen, Guangzhou, ChinaMelina J. Windon, Lexington, KY, USAArjbordin Winijkul, Bangkok, ThailandMichiel M. Winter, Amsterdam, The NetherlandsZhongjun Wu, Chongqing, ChinaLiqun Wu, Shanghai, ChinaHirotsugu Yamada, Tokushima, JapanKyoichiro Yazaki, Salt Lake City, UT, USAWei-Hsian Yin, Taipei, TaiwanHang Yin, Athens, GA, USASohei Yoshimura, Suita, JapanZhongheng Zhang, Hangzhou, ChinaKaijun Zhang, Chongqing, ChinaXuebin Zhang, Shaanxi, ChinaZhigang Zhang, Xinxiang, ChinaRenjia Zhao, Shanghai, ChinaSusan Zhao, San Jose, CA, USAJia Zhou, Tianjin, ChinaXin Zhou, Tianjin, ChinaSheng-hua Zhou, Beijing, ChinaCafer Zorkun, Istanbul, Turkey

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.

Full frame distilled prediction

Teacher imitation

Not 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.690
Threshold uncertainty score0.420

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.009
GPT teacher head0.314
Teacher spread0.305 · 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