Bibliographic record
Abstract
The editors and Karger Publishers would like to thank the following reviewers for the ongoing support in reviewing manuscripts for Neonatology:Benjamin Walter Ackermann, Leipzig, GermanyJohan Agren, Uppsala, SwedenKarel Allegaert, Rotterdam, The NetherlandsNamasivayam Ambalavanan, Birmingham, AL, USASture Andersson, Helsinki, FinlandOla Andersson, Lund, SwedenChristian Apitz, Ulm, GermanyJack V. Aranda, Brooklyn, NY, USALise Aunsholt, Copenhagen, DenmarkMariam Ayed, Kuwait City, KuwaitPalanikumar Balasundaram, Rockford, IL, USAEduardo Bancalari, Miami, FL, USASriparna Basu, Rishikesh, IndiaMalcolm Battin, Auckland, New ZealandWilliam E. Benitz, Palo Alto, CA, USAAngelika Berger, Vienna, AustriaSara Berkelhamer, Seattle, WA, USAWolfgang Bernhard, Tuebingen, GermanyVineet Bhandari, Camden, NJ, USABallambattu V. Bhat, Pondicherry, IndiaFaizah Bhatti, Oklahoma City, OK, USAVinod K. Bhutani, Stanford, CA, USAMats Blennow, Stockholm, SwedenMartin Ernst Blohm, Hamburg, GermanyKajsa Bohlin, Stockholm, SwedenArend F. Bos, Groningen, The NetherlandsElaine M. Boyle, Leicester, UKLaura Brown, Denver, CO, USAJane E. Brumbaugh, Rochester, MN, USAMatteo Bruschettini, Lund, SwedenVesna Bryn, Lillehammer, NorwayChristoph Bührer, Berlin, GermanyNicole Cacho, Sacramento, CA, USAGilles Cambonie, Montpellier, FranceYun Cao, Shanghai, ChinaWally A. Carlo, Birmingham, AL, USASusan Carlson, Kansas City, MO, USAPraveen Chandrasekharan, Buffalo, NY, USAYun Sil Chang, Seoul, South KoreaVonita Chawla, Little Rock, AR, USAFook-Choe Cheah, Kuala Lumpur, MalaysiaChang Won Choi, Seongnam-si, South KoreaRobert D. Christensen, Salt Lake City, UT, USAReese Hunter Clark, Las Vegas, NV, USARichard Cooke, Memphis, TN, USAPeter Cooper, Johannesburg, South AfricaManuela Cucerea, Tirgu Mures, RomaniaCarlo Dani, Florence, ItalyJonathan M. Davis, Boston, MA, USAClara G. de los Reyes-Gavilan, Asturias, SpainLinda S de Vries, Utrecht, The NetherlandsKoert de Waal, Newcastle, NSW, AustraliaTeresa Del Moral, Miami, FL, USASara DeMauro, Philadelphia, PA, USAEugene M. Dempsey, Cork, IrelandJuliann M. Di Fiore, Cleveland, OH, USAPeter H. Dijk, Groningen, The NetherlandsThomas Drevhammar, Stockholm, SwedenVikramaditya Dumpa, Little Rock, AR, USADavid Edwards, St. Thomas, UKHarald Ehrhardt, Ulm, GermanySalhab El Helou, Hamilton, CanadaHege Langli Ersdal, Stavanger, NorwayNeil N. Finer, San Diego, CA, USAValerie J. Flaherman, San Francisco, CA, USAHans Fuchs, Freiburg, GermanyDrude Fugelseth, Oslo, NorwayFermin Garcia-Muñoz Rodrigo, Las Palmas, SpainCatherine Watson Genna, New York, NY, USAMaria Lorella Gianni, Milan, ItalyLidia Beatriz Giudici, Buenos Aires, ArgentinaKirsten Glaser, Leipzig, GermanyRangmar Goelz, Tuebingen, GermanyGorm Greisen, Copenhagen, DenmarkFloris Groenendaal, Utrecht, The NetherlandsSamir Gupta, Doha, QatarSandra Habbig, Cologne, GermanyNadja Haiden, Linz, AustriaMikko Hallman, Oulu, FinlandThor Willy Ruud Hansen, Oslo, NorwayChristoph Härtel, Würzburg, GermanyJane Hawdon, London, UKWilliam W. Jr. Hay, Denver, CO, USASusanne Hay, Boston, MA, USAMingyan Hei, Beijing, ChinaEric Herlenius, Stockholm, SwedenEgbert Herting, Lübeck, GermanyNoah H. Hillman, St. Louis, MO, USARavi Hiremagalore, Birmingham, AL, USAGeorg F. Hoffmann, Heidelberg, GermanySolveig Thorp Holmsen, Oslo, NorwayChristian Victor Hulzebos, Groningen, The NetherlandsHelmut D. Hummler, Marburg, GermanyTetsuya Isayama, Tokyo, JapanMark Johnson, Southampton, UKBaldvin Jonsson, Stockholm, SwedenYaseen Joolay, Stellenbusch, South AfricaNandkishor S. Kabra, Mumbai, IndiaJeffrey R. Kaiser, Hershey, PA, USAVenkatakrishna Kakkilaya, Dallas, TX, USABeena Kamath-Rayne, Itaska, IL, USAOmar Kamlin, Parkville, AustraliaAnup Katheria, San Diego, CA, USAJavier Kattan, Santiago, ChileNeil Kennedy, Belfast, UKUrsula Kiechl-Kohlendorfer, Innsbruck, AustriaGraham King, Dublin, IrelandBrian King, Boston, MA, USAFlorian Kipfmueller, Bonn, GermanyKatrin Klebermass-Schrehof, Vienna, AustriaClaus Klingenberg, Tromso, NorwayDaniel Klotz, Freiburg, GermanySteven Korzeniewski, Detroit, MI, USABoris Kramer, Maastricht, The NetherlandsPeter Kranke, Würzburg, GermanyKara M. Kuhn-Riordon, Davis, CA, USAPraveen Kumar, Peoria, IL, USAJogender Kumar, Chandigarh, IndiaSatoshi Kusuda, Tokyo, JapanHugo Lagercrantz, Stockholm, SwedenAbbot R. Laptook, Providence, NY, USAAnna Lavizzari, Milan, ItalyPascal Lavoie, Vancouver, BC, CanadaShoo K. Lee, Toronto, ON, CanadaHelen G. Liley, South Brisbane, QLD, AustraliaYuh-Jyh Lin, Tainan, TaiwanAgnes Linnér, Stockholm, SwedenGianluca Lista, Milan, ItalyFlorens Lohrmann, Freiburg, GermanyEnrico Lopriore, Leiden, The NetherlandsPaul D. Losty, Liverpool, UKDeepak Louis, Winnipeg, MB, CanadaQi Lu, Chongqing, ChinaSetya Dewi Lusyati, Tangerang Selatan, IndonesiaMichuki Maina, Kilfi, KenyaJanina Marissen, Würzburg, GermanyNeil Marlow, London, UKRichard J. Martin, Cleveland, OH, USAWilliam McGuire, York, UKAlf Meberg, Tonsberg, NorwayLars Mense, Dresden, GermanyWalter A. Mihatsch, Neu-Ulm, GermanyNeena Modi, London, UKKamel Monastiri, Sousse, TunisiaPaolo Montaldo, London, UKHenner Morbach, Würzburg, GermanyCorrado Moretti, Rome, ItalyNancy Moureau, Hartwell, GA, USACheryl A. Moyer, Ann Arbor, MI, USATakeo Mukai, Tokyo, JapanSrinivas Murki, Telangana, IndiaMakoto Nakamura, Okayama, JapanFlavia Namiiro, Mulago, UgandaTimothy D. Nelin, Philadelphia, PA, USALeif Nelin, Columbus, OH, USAMartin Nentwich, Würzburg, GermanyJoseph Neu, Gainesville, FL, USAVera Neubauer, Innsbruck, AustriaPak Cheung Ng, Hong Kong, ChinaStephanie Nguyen, Davis, CA, USASusan Niermeyer, Aurora, CO, USAMichael Obladen, Berlin, GermanyGia Oh, Sacramento, CA, USAPer Olofsson, Lund, SwedenMohan Pammi, Houston, TX, USAGeoffrey Payne, Southampton, UKUlrich Pecks, Würzburg, GermanySerafina Perrone, Parma, ItalyJane Pillow, Perth, WA, AustraliaRichard Plavka, Prague, Czech RepublicChristian F. Poets, Tuebingen, GermanyGraeme Polglase, Melbourne, VIC, AustraliaPolona Rajar, Ljubljana, SloveniaShalini Ramachandran, Dallas, TX, USARangasamy Ramanathan, Los Angeles, CA, USAUgo Ramenghi, Torino, ItalySvein Rasmussen, Bergen, NorwayMunmun Rawat, Buffalo, NY, USABernhard Resch, Graz, AustriaPeter Rimensberger, Geneva, SwitzerlandKari Roberts, Minneapolis, MN, USANicola J. Robertson, London, UKCharles Christoph Roehr, Oxford, UKMathies Rondagh, Leiden, The NetherlandsKatharina Ruf, Würzburg, GermanyElie Saliba, Tours, FranceRashmin Savani, Gainesville, FL, USAMatthew A. Saxonhouse, Charlotte, NC, USABarbara Schmidt, Philadelphia, PA, USAGeorg M. Schmölzer, Edmonton, AL, CanadaCatharina Schuetz, Dresden, GermanyKris Sekar, Oklahoma City, OK, USAMalika D. Shah, Chicago, IL, USAPrakesh S. Shah, Toronto, ON, CanadaWissam Shalish, Montreal, QC, CanadaSeetha Shankaran, Detroit, MI, USAEilon Shany, Beer-Sheva, IsraelCynthia Sharpe, Auckland, New ZealandEric Stuart Shinwell, Tsfat, IsraelLaure Simon, Nantes, FranceRichard Sindelar, Uppsala, SwedenPasqualino Sirignano, Rome, ItalyAnne Lee Solevåg, Oslo, NorwayRoger F Soll, Burlington, VT, USATimothy R. Spencer, Scottsdale, YH, USAJuliane Spiegler, Würzburg, GermanyAndreas Stahl, Greifswald, GermanySylke J. Steggerda, Leiden, The NetherlandsBen Stenson, Edinburgh, UKBrigitte Stiller, Freiburg, GermanyBo Sun, Fudan, ChinaVenkataseshan Sundaram, Chandigarh, IndiaPradeep Suryawanshi, Pune, IndiaDavid Gordon Sweet, Belfast, UKEdgardo Szyld, Indianapolis, IN, USAKenneth Tan, Clayton, VIC, AustraliaSudhin Thayyil, London, UKUlrich H. Thome, Leipzig, GermanyMarianne Thoresen, Oslo, NorwayKatsuaki Toyoshima, Yokohama, JapanDaniele Trevisanuto, Padua, ItalySara Uccella, Genova, ItalyVolker Umlauf, Bern, SwitzerlandMark Underwood, Sacramento, CA, USANestor Eduardo Vain, Buenos Aires, ArgentinaPayam Vali, Sacramento, CA, USAFrank van Bel, Utrecht, The NetherlandsJohannes N. van den Anker, Washington, DC, USAAnton van Kaam, Amsterdam, The NetherlandsLizelle Van Wyk, Cape Town, South AfricaHeili Varendi, Tartu, EstoniaMichael W Varner, Salt Lake City, UT, USATommi Vatanen, Auckland, New ZealandCathrine Vedel, Copenhagen, DenmarkMaximo Vento, Valencia, SpainGiovanni Vento, Rome, ItalyHenrik Verder, Holbaek, DenmarkRose M. Viscardi, Baltimore, MD, USABrigitte Vollmer, Southampton, UKAslı Değer Vural, Istanbul, TurkeyFrans J. Walther, Torrance, CA, USAPhillip Wanduru, Kampala, UgandaStephen Welty, Seattle, WA, USASiw Helen Westby Eger, Oslo, NorwayAndrew Whitelaw, Bristol, UKClyde J. Wright, Aurora, CO, USAHui Wu, Changchun, ChinaTsu Fuh Yeh, Taipei, TaiwanNoelle Younge, Durham, NC, USACarlos Zozaya Nieto, Madrid, Spain
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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 | 0.001 |
| 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 | 0.014 |
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".