Bibliographic record
Abstract
The editors and Karger Publishers would like to thank the following reviewers for the ongoing support in reviewing manuscripts for Fetal Diagnosis and Therapy:Sandra Acevedo Gallegos, Mexico City, MexicoGanesh Acharya, Solna, SwedenN Scott Adzick, Philadelphia, PA, USANeha Agarwal, Houston, TX, USAShagun Aggarwal, Hyderabad, IndiaApostolos Athanasiadis, Thessaloniki, GreeceSami Backley, Houston, TX, USARon Bardin, Petah-TikvaI, IsraelAlexandra Benachi, Clamart, FranceAndres Benavides-Serralde, San Juan de Pasto, ColombiaEric P. Bergh, Houston, TX, USAIsmail Bhorat, Durban, South AfricaKarin Blakemore, Baltimore, MD, USAYair J. Blumenfeld, Palo Alto, CA, USAAntoni Borrell, Barcelona, SpainTerry L. Buchmiller, Boston, MA, USAMieke Cannie, Brussels, BelgiumJavier Caradeux, Santiago, ChileAnna Franca Cavaliere, Rome, ItalyRabih Chaoui, Berlin, GermanyDebnath Chatterjee, Aurora, CO, USADavid Chitayat, Toronto, ON, CanadaAndrew H. Chon, Portland, OR, USAMahesh Choolani, Singapore, SingaporeTeresa Cobo, Barcelona, SpainPeter Conner, Stockholm, SwedenFlavia Correa, Lisbon, PortugalMíriam Pérez Cruz, Barcelona, SpainGeorge Daskalakis, Athens, GreeceMaria De la Calle, Madrid, SpainValentina De Robertis, Bari, ItalyGreggory R. De Vore, Pasadena, CA, USAAnne Debeer, Leuven, BelgiumPhilip Dekoninck, Rotterdam, The NetherlandsGilmar De Souza Osmundo Junior, Sao Paulo, BrazilG.R. De Vore, Pasadena, CA, USADaniele Di Mascio, Rome, ItalyRoopali Donepudi, Houston, TX, USAMartin Ehrbar, Zurich, SwitzerlandElisenda Eixarch, Barcelona, SpainSverker Ernst Ek, Stockholm, SwedenStephen Paul Emery, Pittsburgh, PA, USAAdolfo Etchegaray, Columbus, OH, USAMark I. Evans, New York, NY, USAAlessandra Familiari, Rome, ItalyDina Ferdman, New Haven, CT, USAEnrico M. Ferrazzi, Milan, ItalyMarla Ferschl, San Francisco, CA, USAVlasta M. E. Fesslova, Milan, ItalyFederica Fontanella, Groningen, The NetherlandsDavid Neal Franz, Cincinnati, OH, USADenis Gallot, Clermont-Ferrand, FranceCarmen Julia Gaona, Mexico City, MexicoDonatella Gerulewicz Vannini, Houston, TX, USADimitrios Giakoumettis, Athens, GreeceSavino Gil Pugliese, Cordoba, ArgentinaVeronica Giorgione, London, UKBrian Gray, Carmel, IN, USALucie Guilbaud, Paris, FranceNalin Gupta, San Francisco, CA, USAKriti Gwal, Wilmington, DE, USAMounira Habli, Cincinnati, OH, USAMatthew T. Harting, Houston, TX, USAYihua He, Beijing, ChinaGregory G. Heuer, Philadelphia, PA, USANobuhiro Hidaka, Fukuoka, JapanErin S. Huntley, Houston, TX, USAMartin Hynek, Prague, Czech RepublicDominic Gabriel Iliescu, Craiova, RomaniaEduardo ValenteIsfer, Sao Paulo, BrazilJennifer H. Johnston, Houston, TX, USAMarian Kacerovsky, Hradec Kralove, Czech RepublicDilkash Kajal, Toronto, ON, CanadaKarim Kalache, Doha, QatarLukas Kandler, Zurich, SwitzerlandGwangjun Kim, Seoul, South KoreaPhilipp Klaritsch, Graz, AustriaMarius Kublickas, Stockholm, SwedenOscar Lavalle-López, Cartagena, ColombiaLiesbeth Lewi, Leuven, BelgiumAnthea Lindquist, Heidelberg, VIC, AustraliaMaria Lodefalk, Orebro, SwedenSuzanne Marie Lopez, Houston, TX, USAPaul Losty, Liverpool, UKSuchaya Luewan, Chiang Mai, ThailandKevin Magee, Houston, TX, USAGustavo Malinger, Tel Aviv, IsraelLovepreet Mann, Houston, TX, USAAlejandra Marquez-Dávila, Guadalajara, MexicoRaigam Jafet Martinez-Portilla, Barcelona, SpainMiguel Martinez-Rodriguez, Guadalajara, MexicoNarcis Masoller, Barcelona, SpainDouglas Matsell, Vancouver, BC, CanadaCharles McKenzie, London, ON, CanadaDaniela Medina-Castro, Mexico City, MexicoAmy R. Mehollin-Ray, Atlanta, GA, USAAntonio Méndez-González, Santiago de Querétaro, MexicoArun Meyyazhagan, Perugia, ItalyTalita Micheletti, Barcelona, SpainRussell Miller, New York, NY, USAMonica Minopoli, Parma, ItalyJezid Miranda, Barcelona, SpainRitu Mogra, Sydney, NSW, AustraliaKenneth Joseph Moise, Austin, TX, USASaulo Molina-Giraldo, Bogotá, ColombiaMartha Amonson, Murray, UT, USAAnita J. Moon-Grady, San Francisco, CA, USAHernan Muñoz, Las Condes, ChileIvana Musilova, Hradec Kralove, Czech RepublicGeorge B. Mychaliska, Ann Arbor, MI, USAMasahiko Nakata, Tokyo, JapanLaura Nogué, Barcelona, SpainNicole Ochsenbein-Kölble, Zurich, SwitzerlandOluyinka O. Olutoye, Columbus, OH, USADaniel Oros, Zaragoza, SpainJavier U. Ortiz, Munich, GermanyStephanie Ospina-Pirieto, Maceio, BrazilLucas Otaño, Buenos Aires, ArgentinaRicardo Palma-Dias, Parkville, VIC, AustraliaIoannis Papastefanou, Athens, GreeceMauro Parra-Cordero, Santiago, ChileMiguel Parra-Saavedra, Barranquilla, ColombiaAgnieszka Pastuszka, Zabrze, PolandJose L. Peiro, Cincinnati, OH, USADaniela Prayer, Vienna, AustriaKevin Craig Pringle, Whitianga, New ZealandPramod Puligandla, Montreal, QC, CanadaManesha Putra, Aurora, CO, USARuben Ramirez Zegarra, Parma, ItalyVeniamin Ratner, New York, NY, USAChristopher Rhee, Houston, TX, USAMarta Rial-Crestelo, Vigo, SpainMara Rosner, Baltimore, MD, USAFrancesca Maria Russo, Leuven, BelgiumJack Rychik, Toronto, ON, CanadaPayam Saadai, Davis, CA, USASara Salehi, Sydney, NSW, AustraliaÁngel Sánchez-Illana, Valencia, SpainDietmar Schlembach, Berlin, GermanyLorena María Sebastián de Lucas, Madrid, SpainCavidan Nur Semerci Gündüz, Ankara, TurkeyWaldo Sepulveda, Santiago, ChileAlvaro Sepúlveda-Martínez, Santiago, ChileAlireza A. Shamshirsaz, Boston, MA, USALynn L. Simpson, New York, NY, USAFemke Slaghekke, Leiden, The NetherlandsSaul Snowise, Minneapolis, MN, USAElizabeth Snyder, Nashville, TN, USAPamela Socias, Santiago, ChileDavid H. Stitelman, New Haven, CT, USAJennifer Straughen, East Lansing, MI, USAAdi L. Tarca, Detroit, MI, USALisanne S.A. Tollenaar, Leiden, The NetherlandsGabriele Tonni, Reggio, Emilia, ItalyKha Tran, Philadelphia, PA, USAShifa Turan, College Park, MD, USAGurcan Turkyilmaz, Ankara, TurkeyLea Tuzovic, New York, NY, USABeatrice Valentini, Parma, ItalyTim Van Mieghem, Toronto, ON, CanadaNoortje H.M. van Oostrum, Gent, BelgiumWalter Ventura, Lima, PeruJoanne Verweij, Leiden, The NetherlandsTrisha Vigneswaran, London, UKDaniel Vijlbrief, Utrecht, The NetherlandsGabriel Edgar Villagomez-Martinez, Nueva Leon, MexicoRosa Villalobos-Gómez, Guadalajara, MexicoPaolo Volpe, Bari, ItalyHian Yan Voon, Kuching, MalaysiaLiliana Susana Voto, Buenos Aires, ArgentinaBoaz Weisz, Ramat Gan, IsraelKurt Rodney Wharton, Royal Oak, MI, USAWilliam E. Whitehead, Houston, TX, USAMarcin Wiechec, Krakow, PolandAbigail Wilpers, Philadelphia, PA, USAChristoph Wohlmuth, Salzburg, AustriaYan Yan, Rochester, NY, USAHaiyan Yu, Chengdu, ChinaMateusz Zamlynski, Bytom, PolandElke Zani-Ruttenstock, Toronto, ON, Canada
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) | 0.001 | 0.001 |
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 teacher head, 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".