Bibliographic record
Abstract
Adey A.A. Hasan, MDDivision of Nephrology and Hypertension, Department of Medicine, University of Florida, Jacksonville, FL, USA Alan S.L. Yu, MB, BChirDivision of Nephrology and Hypertension and The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Ameya Patil, MDDepartment of Pediatrics, Children’s Research Institute, Children’s Hospital Health System of Wisconsin, USA Andreas D. Kistler, MDDepartment of Medicine, Cantonal Hospital, Frauenfeld, Switzerland Anil Karihaloo, PhDCVMD iMed, Bioscience CKD, AstraZeneca R&D Gothenburg, 431 83 Mölndal, Sweden; Department of Internal Medicine, Section of Nephrology, Yale School of Medicine, New Haven, CT- 06520, USA Atsushi Ohazama, DDS, PhDDepartment of Craniofacial Development & Stem Cell Biology, Dental Institute, King's College, Guy's Hospital, London Bridge, London SE1 9RT, UK; Division of Oral Anatomy, Department of Oral Biological Science, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan Changlin Mei, MD, PhDKidney Institute, Department of Nephrology, Shanghai Changzheng Hospital, Second Military Medical University, Shanghai, China Cynthia Pan, MDDepartment of Pediatrics, Department of Physiology, Medical College of Wisconsin, USA Daniel Rodriguez, MScDivision of Nephrology, University Hospital, Zürich, Switzerland Do Yeon Kim, MScDepartment of Biological Science, Sookmyung Women’s University, Seoul, Republic of Korea Edgar A. F. de Almeida, MDFaculty of Medicine University of Lisbon, Portugal; Department of Nephrology, Hospital Beatriz Angelo, Portugal Elieser Hitoshi Watanabe, MDUniversity of São Paulo School of Medicine, Divisions of Molecular Medicine and Nephrology, São Paulo, SP, Brazil Ellis D. Avner, MDDepartment of Pediatrics, Department of Physiology, Medical College of Wisconsin, Children’s Research Institute, Children’s Hospital Health System of Wisconsin, USA Erick José de Morais Villar, MDClementino Fraga Infeccious Disease Hospital, Brazil Feng Qian, PhDDepartment of Medicine, Division of Nephrology, University of Maryland School of Medicine, Baltimore, MD, USA Franz T. Winklhofer, MDDivision of Nephrology and Hypertension and The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Frederico Moraes Ferreira, MSc, PhDUniversity of São Paulo School of Medicine, Division of Immunology - Heart Institute, São Paulo, SP, Brazil; University of Santo Amaro, Health Sciences, São Paulo, SP, Brazil Hannah C. Saternos, MScDepartment of Pharmacology and Experimental Therapeutics, The University of Toledo, USA Imed Helal, MDDepartment of Medicine A (M8) Charles Nicolle Hospital; Laboratory of Kidney Pathology (LR00SP01) Charles Nicolle Hospital; Faculty of Medicine, University of Tunis El Manar, Tunis, Tunisia James P. Calvet, PhDDepartment of Biochemistry and Molecular Biology, Department of Cancer Biology, and The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Je Yeong Ko, PhDDepartment of Biological Science, Sookmyung Women’s University, Seoul, 04310, Republic of Korea Jin Ah Kim, MDDepartment of Radiology, Weill Cornell Medical College & New York Presbyterian Hospital, New York, USA Jon D. Blumenfeld, MDThe Rogosin Institute, New York, USA; Department of Medicine, Weill Cornell Medical College, New York, USA Jong Hoon Park, PhDDepartment of Biological Science, Sookmyung Women’s University, Seoul, Republic of Korea Julie Xia Zhou, MD, PhDDepartment of Internal Medicine, The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Leighton R. James, MSc, MDDivision of Nephrology and Hypertension, Department of Medicine, University of Florida, Jacksonville, FL, USA Luiz Fernando Onuchic, MD, PhDUniversity of São Paulo School of Medicine, Divisions of Molecular Medicine and Nephrology, São Paulo, SP, Brazil Mariana Alves, MDDepartment of Internal Medicine, Hospital Pulido Valente, Portugal; Faculty of Medicine University of Lisbon, Portugal Marie Trudel, PhDInstitut de Recherches Cliniques de Montréal, Molecular Genetics and Development, Faculté de Médecine, Université de Montréal, Montréal, Québec, Canada Martin R. Prince, MD, PhD, FACRDepartment of Radiology, Weill Cornell Medical College & New York Presbyterian Hospital, New York, USA Michele Molinari, MD, MSc, FACSDepartment of Surgery, Queen Elizabeth II Health Sciences Centre; Dalhousie University, 1276 South Park Street, Halifax, Nova Scotia, B3J 2Y9, Canada Mireille El-Ters, MDDivision of Nephrology and Hypertension and The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Mônica Souza de Miranda Henriques, MD, PhDInternal Medicine Department, Medicine Sciences Center, Universidade Federal da Paraíba, Brazil Paul T. Sharpe, PhDDepartment of Craniofacial Development & Stem Cell Biology, Dental Institute, King's College, Guy's Hospital, London Bridge, London SE1 9RT, UK Raafat Makary, MBBS (MD), PhDDepartment of Pathology and Laboratory Medicine, University of Florida, Jacksonville, FL, USA Ronak Lakhia, MDDepartment of Medicine and Division of Nephrology, UT Southwestern Medical Center, Dallas, TX, USA Rudolf P. Wüthrich, MD, FACP, FASNDivision of Nephrology, University Hospital, Zürich, Switzerland Sachin Hajarnis, PhDDepartment of Medicine and Division of Nephrology, UT Southwestern Medical Center, Dallas, TX, USA Sanem Guler, MDDepartment of Surgery, Queen Elizabeth II Health Sciences Centre; Dalhousie University, 1276 South Park Street, Halifax, Nova Scotia, B3J 2Y9, Canada Sarika Kapoor, PhDDivision of Nephrology, University Hospital, Zürich, Switzerland Scott Hurton, MDDepartment of Surgery, Queen Elizabeth II Health Sciences Centre; Dalhousie University, 1276 South Park Street, Halifax, Nova Scotia, B3J 2Y9, Canada Sertac Cimen, MDDepartment of Surgery, Queen Elizabeth II Health Sciences Centre; Dalhousie University, 1276 South Park Street, Halifax, Nova Scotia, B3J 2Y9, Canada Teresa Fonseca, MDDepartment of Internal Medicine, Hospital Pulido Valente, Portugal; Faculty of Medicine University of Lisbon, Portugal Vishal Patel, MDDepartment of Medicine and Division of Nephrology, UT Southwestern Medical Center, Dallas, TX, USA William E. Sweeney Jr., MSDepartment of Pediatrics, Children’s Research Institute, Children’s Hospital Health System of Wisconsin, USA Wissam A. AbouAlaiwi, PhDDepartment of Pharmacology and Experimental Therapeutics, The University of Toledo, USA Xiaogang Li, PhDDepartment of Internal Medicine, Department of Biochemistry and Molecular Biology, The Kidney Institute, University of Kansas Medical Center, Kansas City, KS, USA Yu Mi Woo, PhDDepartment of Biological Science, Sookmyung Women’s University, Seoul, Republic of Korea
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.010 |
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".