Bibliographic record
Abstract
The editors and Karger Publishers would like to thank the following reviewers for their ongoing support in reviewing manuscripts for Case Reports in Ophthalmology:Kunihiko Akiyama, Tokyo, JapanYahya Al-Najmi, Jeddah, Saudi ArabiaDenis Anaya Reyes, Cali, ColombiaIshtiaque Anwar, Dhaka, BangladeshAmr Aouf, Mannheim, GermanyEliecer Arosemena, Panama, PanamaHassan Asadigandomani, Tehran, IranGuilherme Barros, Montreal, QC, CanadaMaurizio Battaglia Parodi, Milan, ItalyOscar Vicente Beaujon, Caracas, VenezuelaOlivier Bergès, Paris, FranceAlexander Arthur Bialasiewicz, Doha, QatarGermán Roberto Bianchi, Leones, ArgentinaElin Bohman, Solna, SwedenDavide Borroni, Venice, ItalyAlon Brondwine, Tel Aviv, IsraelEster Carreño, Madrid, SpainJaume Català-Mora, Barcelona, SpainKeya Chakrabarti, Tamil Nadu, IndiaChandana Chakraborti, Kolkata, IndiaDebdulal Chakraborty, Kolkata, IndiaYodpong Chantarasorn, Bangkok, ThailandJinghua Chen, Gainesville, FL, USAShih-Jen Chen, Taipei, TaiwanArgyrios Chronopoulos, Ludwigshafen, GermanyMaria Vittoria Cicinelli, Milan, ItalyInês Coelho da Costa, Porto, PortugalSalomon Cohen, Paris, FranceArthur Bernard Cummings, Dublin, IrelandJan H. de Jong, Rotterdam, The NetherlandsAdam de la Garza, Atlanta, GA, USAEfstathios T. Detorakis, Heraklion, GreeceMiriam Ehrenberg, Petah Tikva, IsraelZeinab Saad Eldin El Sanabary, Cairo, EgyptTamer Fahmy Eliwa, Cairo, EgyptAhmed Ak Elmassry, Alexandria, EgyptBeau Fenner, Singapore, SingaporeShamsa Fiaz, Jaipur, IndiaAndrei Filip, Bucharest, RomaniaDavid Fleischman, Chapel Hill, NC, USAIan Caithness Francis, Sydney, NSW, AustraliaAlena Furdova, Bratislava, SlovakiaXinxiao Gao, Beijing, ChinaGerardo Garcia-Aguirre, Mexico City, MexicoMichael William Gaynon, Palo Alto, CA, USAMaría Gessa-Sorroche, Sevilla, SpainGhassan Ghorayeb, Morgantown, VA, USAChiara Giuffrè, Milan, ItalyCatherina Josephine Goenadi, Singapore, SingaporeMaría Gómez-Valcárcel, Mexico City, MexicoFabrizio Gozzi, Reggio Emilia, ItalyMichael A. Grentzelos, Lausanne, SwitzerlandSeanna Grob, Irvine, CA, USAMostafa Hanout, Corner Brook, NL, CanadaSharat Hegde, Udupi, IndiaAndrea Höck, Bonn, GermanyDetlef Holland, Kiel, GermanyFrank Gerhard Holz, Bonn, GermanyJosepha Horowitz, Haifa, IsraelAndi Muhammad Ichsan, Makassar, IndonesiaHiroko Imaizumi, Sapporo, JordanSalam Saeb Iriqat, Jerusalem, IsraelLorenzo Iuliano, Milan, ItalyAkemi Iwasaki, Chiba, JapanVesna Jaksic, Belgrade, SerbiaMohammed Javed Ali, Hyderabad, IndiaHong Jiang, Miami, FL, USAGünal Kahraman, Vienna, AustriaKuldar Kaljurand, Tartu, EstoniaDimitrios Kalogeropoulos, Aylesbury, UKTomoyuki Kamao, Tōon, JapanMohamad Zaher Kanaan, Doha, QatarUlugbek Karimov, Do‘ngovul, UzbekistanAntonia Kartika, Bandung, IndonesiaSatoru Kase, Sapporo, JapanGabriel Katz, Tel Hashomer, IsraelTakeshi Kezuka, Tokyo, JapanHoon Dong Kim, Cheonan, Republic of KoreaKamal Kishore, Peoria, IL, USANaris Kitnarong, Bangkok, ThailandAinat Klein, Tel Aviv, IsraelArtur Klett, Tallinn, EstoniaSentaro Kusuhara, Kobe, JapanMatthew Lam, Hong Kong, ChinaPatrick Lavin, Nashville, TN, USALior Lipsky, Palmerston North, New ZealandWalter Lisch, Mainz, GermanyGregorio Lo Giudice, Palermo, ItalyKarin Löffler, Bonn, GermanyHeather Mack, Parkville, VIC, AustraliaAlessandro Magnasco, Genoa, ItalyMohammad Ibn Abdul Malek, Dhaka, BangladeshMaria Manquez Hatta, Santiago, ChileAhmad M. Mansour, Beirut, LebanonFrancesc March de Ribot, Barcelona, SpainJaime Martinez, Naples, FL, USAEnrico Martini, Sassuolo, ItalyCarlos Menezes, Braga, PortugalPaolo Milani, Milan, ItalyMihai Mititelu, Madison, WI, USAAnand Moodley, Bloemfontein, South AfricaMajid Moshirfar, Salt Lake City, UT, USALorenzo Motta, Padua, ItalyTanie Natung, Shillong, IndiaVedran Nemet, Osijek, CroatiaPiergiorgio Neri, Abu Dhabi, UAEKentaro Nishida, Suita, JapanItay Nitzan, Jerusalem, IsraelPedro Javier Nuova, Yerba Buena, ArgentinaOded Ohana, Kfar Saba, IsraelAkio Oishi, Nagasaki, JapanLukpan Orazbekov, Almaty, KazakhstanErnesto Otero Leongómez, Bogota, ColombiaTokuhide Oyama, Niigata, JapanClaudia Pabon, Caracas, VenezuelaSandeep Pal, Chitrakoot, IndiaPatricia Perez Cuesta, Philadelphia, PA, USAJakob M. Pericak, Erie, PA, USARosa Lomelino Pinheiro, Lisbon, PortugalBarry Power, Auckland, New ZealandCharuta J. Puranik, Hyderabad, IndiaRony Rachmiel, Tel Aviv, IsraelNishant Radke, Shenzhen, ChinaSafa Rahmani, Chicago, IL, USAElham Rahmanipour, Mashhad, IranChristolyn Raj, Melbourne, VIC, AustraliaMuralidhar Ramappa, Hyderabad, IndiaArturo Ramirez-Miranda, Mexico City, MexicoKaren Reyes, San Juan, PhilippinesPukhraj Rishi, Omaha, NE, USARita Rodrigues, Lisbon, PortugalYonina Djuna Ron, Haifa, IsraelBoris Rosin, Pittsburgh, PA, USAAli Osman Saatci, Izmir, TurkeyAliakbar Saber Moghaddam Ranjbar, Mashhad, IranOmar Salamanca, Vali, ColombiaHiromasa Sawamura, Teikyo, JapanRoy Schwartz, London, UKAndrea Scupola, Rome, ItalySabyasachi Sengupta, Mumbai, IndiaYinon Shapira, Haifa, IsraelShervin Sharifkashani, Tehran, IranAnuj Sharma, Dehradun, IndiaAnirudh Singh, New Delhi, IndiaHansell Soto, Santo Domingo, Dominican RepublicShiri Soudry, Haifa, IsraelOriel Spierer, Tel Aviv, IsraelKirk A.J. Stephenson, Dublin, IrelandVera Sumual, Jakarta, IndonesiaGangadhara Sundar, Singapore, SingaporeSameeksha Tadepalli, Chandigarh, IndiaMizuki Tagami, Osaka, JapanLee Teak Tan, Chelmsford, UKHirotaka Tanabe, Yokkaichi, JapanStuti Misty Tanya, Montreal, QC, CanadaSimon Taylor, Guildford, UKKinya Tsubota, Tokyo, JapanKaori Ueda, Kobe, JapanJela Valášková, Bratislava, SlovakiaFrancisco Javier Valentín Bravo, Madrid, SpainPradeep Venketesh, New Delhi, IndiaStephanie Voorduin Ramos, Santiago de Querétaro, MexicoMichael Waisbourd, Tel Aviv, IsraelZohar Habot Wilner, Tel Aviv, IsraelWei-Chi Wu, Kweishan, TaiwanDinah Zur, Tel Aviv, Israel
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 | 0.000 |
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.
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".