Bibliographic record
Abstract
Aims and scope.Clinical & Experimental Immunology (established in 1966) is an authoritative international journal publishing high-quality research studies in translational and clinical immunology that have the potential to transform our understanding of the immunopathology of human disease and/or change clinical practice.Th e journal is focused on translational and clinical immunology and is among the foremost journals in this fi eld, attracting high-quality papers from across the world.Translation is viewed as a process of applying ideas, insights and discoveries generated through scientifi c studies to the treatment, prevention or diagnosis of human disease.Clinical immunology has evolved as a fi eld to encompass the application of state-of-the-art technologies such as next-generation sequencing, metagenomics and high-dimensional phenotyping to understand mechanisms that govern the outcomes of clinical trials.Journal articles cover basic and clinical investigations regarding the immunological basis of a wide range of human pathologies, including autoimmunity, infl ammatory diseases, primary and secondary immunodefi ciencies, complement disorders, allergies, infectious diseases, cancer and transplantation rejection.Research that off ers mechanistic insight is particularly encouraged.Studies that inform clinical practice and those that represent position papers on the classifi cation, diagnosis or treatment of immunological disease are also welcomed.Fundamental investigations in non-human model systems and reports on the physiological mechanisms of immunity may be more suitable for our sister journal Immunology.In addition to primary research, Clinical & Experimental Immunology publishes highly-cited review articles.Th ese are usually commissioned and published as Review Series, but suggestions to the Editor-in-Chief of topics for such series, or titles for one-off review articles are welcome.Information for subscribers.Clinical and Experimental Immunology is published in 12 issues per year, in 4 volumes of 3 issues each.Institutional subscription prices for 2020 are: Print and online: £2,990 (UK), €3,795 (Europe), US$5,515 (Th e Americas), $6,431 (Rest of World); Prices are exclusive of tax.Asia-Pacifi c GST, Canadian GST/ HST and European VAT will be applied at the appropriate rates.For more information on current tax rates, please go to www.wileyonlinelibrary.com/tax-vat.Th e price includes online access to current and all online back fi les to January 1 st 2016, where available.For other pricing options, including access information and terms and conditions, please visit www.wileyonlinelibrary.com/access. Delivery Terms and Legal Title.Where the subscription price includes print issues and delivery is to the recipient's address, delivery terms are Delivered at Place (DAP); the recipient is responsible for paying any import duty or taxes.Title to all issues
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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 | 0.003 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.785 | 0.699 |
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; the direct Gemma label and the distilled Codex classifier 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".