Bibliographic record
Abstract
This issue marks the last of our review articles written by presidents and immediate past presidents of the four leading international respiratory societies, namely the American Thoracic Society, the American Academy of Chest Physicians, the Asian Pacific Society of Respirology and the European Respiratory Society. Professor Walter McNicholas MD, FRCPI, FRCPC is Immediate Past President of the European Respiratory Society and Newman Professor in Medicine at University College Dublin, Ireland. He is also Director of the Pulmonary and Sleep Laboratories and Consultant Respiratory Physician at St. Vincent's University Hospital, Dublin. He graduated in medicine (MB, BCh) from University College Dublin in 1974 and was awarded the MD degree by thesis in 1982 on ‘The Pathophysiology of Sleep Apnoea’. Following postgraduate training and research at the University of Toronto (1977–1982), he established the Sleep Laboratory at St. Vincent's Hospital in 1983. His research includes the molecular mechanisms of intermittent hypoxia, the pathophysiology and treatment of sleep apnoea syndrome, and the cardiovascular consequences of the disorder. He is a past Associate Editor of the European Respiratory Journal. He has an extensive publication record in international journals as well as books. Submission to Respirology are now made online through the very user-friendly ScholarOne, which also enable authors to check the status of their manuscript online as it undergoes the review process. To submit a new manuscript or check the status of a submitted manuscript, log on to manuscript central at: http://mc.manuscriptcentral.com/res If you need assistance, have lost your login details or have any problem with the new system, you can contact the Editorial Office at: respirol@cyllene.uwa.edu.au We hope you enjoy using this new system and that you agree that this is another important improvement in our Journal. The 10th APSR congress hosted in Guangzhou, China, has just concluded as we go to press. Next year, the 11th APSR congress will be held in Kyoto, Japan, and Australia has just won the bid to host the 12th congress in 2007, on the Gold Coast.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.006 | 0.005 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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".