EDITORIAL Open Access Canadian Journal of Kidney Health and Disease: a unique launch of a unique journal
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Usually inaugural editorials are written by the Editor-in-Chief to describe the scope and vision for the journal to potential authors and readers. This editorial is written by the Editor-in-Chief, the Deputy Editors and the Associate Editors collaboratively as a clear signal that this is a unique and different journal. We will build this journal on a set of principles which are fundamental to improving the outcomes of patients with kidney disease. To that end, we aim to be supportive, to collaborate, to integrate multiple perspectives and to be open to possibilities. Résumé Habituellement, il revient à l’éditeur en chef de rédiger l’éditorial inaugural décrivant la vision et les champs d’intérêts d’un nouveau journal. Le Journal canadien de la santé et de la maladie rénale a choisi de faire les choses autrement. En effet, cet éditorial est le fruit de la collaboration entre l’éditeur en chef et les éditeurs en chef adjoints. Ce journal s’appuie sur des principes qui seront fondamentaux pour améliorer le sort de patients atteints de maladie rénale. Pour y arriver, nous nous engageons à apporter du support aux auteurs, à collaborer, à intégrer différentes perspectives et être ouverts à des nouvelles possibilités. Editorial This inaugural virtual edition of the Canadian Journal of
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.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 it