Bibliographic record
Abstract
Current Opinion in Allergy and Clinical Immunology was launched in 2001. 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 fields of allergy and clinical immunology are divided into 14 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 Journal's Section Editors for this issue. SECTION EDITORS Bruce D. MazerBruce D. MazerDr Bruce D. Mazer is a Professor of Pediatrics in the Faculty of Medicine, McGill University, Canada. He completed his medical training at McGill University and the Montreal Children's Hospital, Canada, and was a fellow in allergy and immunology at the National Jewish Health center in Denver CO, USA. Dr Mazer is currently the Deputy Executive Director/Deputy Chief Scientific Officer and Head of Child Health Research at the McGill University Health Center and the Associate Chair for Research at the McGill Montréal Children's Hospital. He has a busy clinical practice following children with immune deficiency, severe asthma and food allergies. His research interests include regulation of IgE, B-lymphocyte development in airway tissues, and immune regulation in asthma and food allergy. He is funded by the Canadian Institutes for Health Research, The National Sciences and Engineering Council of Canada, Les Fonds Des Recherches du Quebec en Sante and the National Center of Excellence-ALLERGEN program. Stephen JollesStephen JollesStephen Jolles is Consultant Clinical Immunologist and Honorary Senior Lecturer at the University Hospital for Wales and is Clinical Lead in the Immunodeficiency Centre for Wales. He trained in immunology and allergy at the Royal Free Hospital and Great Ormond Street Hospital in London, the John Radcliffe in Oxford and Westmead Hospital in Sydney. His PhD in Cellular Immunology at NIMR, Mill Hill was on Langerhans cell migration and he has a particular interest in the use of immunoglobulin and its mechanism of action both in primary immunodeficiency and at high dose as an immunomodulator. His research interests involve clinical trials, the laboratory diagnosis and management of primary and secondary immunodeficiency and allergy involving the development of new diagnostic tools, screening for immunodeficiency, and the development of molecular testing for primary immunodeficiency diseases. Giovanni PassalacquaGiovanni PassalacquaDr Passalacqua was born in Genoa in 1964. He graduated in 1990 from the Genoa University Medical School, Italy, and received the full specialty degrees in allergy and in respiratory medicine in 1994 and 2002. Under the chairmanship of Prof. Giorgio Walter Canonica, he contributed to investigations in the mechanisms of allergic inflammation, the treatment of respiratory allergy and developed sublingual immunotherapy. Currently he is Associate Professor of Respiratory Medicine, for which he also chairs the Specialty School at the University of Genoa. Dr Passalacqua has coauthored more than 300 publications in peer reviewed journals. He serves on the board of experts of Allergic Rhinitis and its Impact on Asthma (ARIA), and is co-Chairman of the immunotherapy committee of the World Allergy Organization. Robert BushRobert BushDr Robert Bush received his MD degree from West Virginia University, USA. After completing his residency in internal medicine and fellowship in allergy and immunology at the University of Wisconsin – Madison, USA, he joined the faculty. He is currently Professor (Emeritus) of Medicine and was the former Chief of Allergy at the William S Middleton VA Hospital, Madison, Wisconsin, USA. His research interests include sublingual immunotherapy, allergen characterization, fungal allergy, food allergy, and occupational asthma.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.047 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.005 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.192 | 0.121 |
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 source (direct Gemma or distilled Codex), 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".