Bibliographic record
Abstract
Current Opinion in Gastroenterology was launched in 1985. It is one of a successful series of review journals whose unique format is designed to provide a systematic and critical assessment of the literature as presented in the many primary journals. The field of gastroenterology is divided into 12 sections that are reviewed once a year. Each section is assigned a Section Editor, a leading authority in the area, who identifies the most important topics at that time. Here we are pleased to introduce the Section Editors for this issue. SECTION EDITORS Jocelyn A. SilvesterJocelyn A. SilvesterDr Jocelyn A. Silvester, MD PhD, is Assistant Professor of Pediatrics at Harvard Medical School, USA, and Director of Research for the Celiac Disease Program at Children's Hospital (BCH) in Boston, Massachusetts, USA. She also maintains a general pediatrics practice in Northern Manitoba and Nunavut through the Ongomiizwin Health Services JA Hildes Northern Medical Unit. Dr Silvester completed her PhD in Biology at the University of Cambridge in England, UK, where she studied mitochondrial ATP synthase under the supervision of Professor Sir John E. Walker. She earned her medical degree from Dalhousie University in Canada and completed her residency in general pediatrics at the University of Manitoba, Canada. She came to the United States for pediatric gastroenterology fellowship training at Boston Children's Hospital. Dr Silvester is co-Chair of the North American Society of Pediatric Gastroenterology, Hepatology and Nutrition (NASPGHAN) Celiac Disease Special Interest Group and serves on the American Gastroenterological Association Council for section for basic and clinical intestinal disorders. Her research interests include the diagnosis and management of celiac disease with a particular interest in what happens after the diagnosis of celiac disease is made. She is co-Investigator on the Manitoba Celiac Disease Cohort Study, involved in clinical trials for alternative therapies to a gluten-free diet and is leading a consortium of pediatric celiac centers across the United States to develop tools to improve follow-up care. Tilak ShahTilak ShahDr Shah is an interventional endoscopist who serves as the Director of the Pancreas Center of Excellence at Cleveland Clinic Florida, and as an Affiliate Associate Professor of Medicine at Florida Atlantic University, USA. Dr Shah graduated from the University of North Carolina (UNC) at Chapel Hill, USA, in 1997, and UNC School of Medicine in 2006. He completed internal medicine residency and fellowship training in gastroenterology at Duke University Medical Center, USA. Dr Shah also obtained a master's degree in clinical research from the Duke-NIH Clinical Research Training Program, and underwent formal training in Advanced Endoscopy at Emory University Medical Center, USA. He was a part of the medical faculty at Virginia Commonwealth University from 2014 - 2022. Dr Shah has served on American College of Gastroenterology (ACG), American Society of Gastrointestinal Endoscopy (ASGE), and Veterans Administration (VA) Committees. He has served as a reviewer for several journals including American Journal of Gastroenterology, Gastrointestinal Endoscopy, Clinical Gastroenterology and Hepatology, Digestive Diseases and Sciences, World Journal of Gastroenterology, and Cochrane Database of Systematic reviews. He is an associate editor for American Journal of Gastroenterology and section editor for Current Opinion in Gastroenterology. Dr Shah's research interests involve endoscopic approaches to diagnose and treat gastro-esophageal neoplasia, and pancreatic disorders. He is the recipient of research awards from the ASGE and McGuire Research Institute, and is site investigator for VA Co-Operative and Merit studies. He is an author on over 50 original papers, and has authored two board preparation textbooks, “NMS Medicine Casebook,” and “Acing the Pancreaticobiliary Questions on the GI Boards”.
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) | 0.000 | 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".