Bibliographic record
Abstract
No AccessJournal of UrologyAdult Urology1 Jun 2021Editorial CommentThis article comments on the following:Intraoperative Strategies to Reduce Catheter-Related Bladder Discomfort in the Early Postoperative Period after Robot-Assisted Radical Prostatectomyis a letter which has replyReply by Authors Rodney H. Breau, and Avril Lusty Rodney H. BreauRodney H. Breau Division of Urology, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada More articles by this author , and Avril LustyAvril Lusty Division of Urology, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada More articles by this author View All Author Informationhttps://doi.org/10.1097/JU.0000000000001645.01AboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail "Editorial Comment." The Journal of Urology, 205(6), pp. 1679–1680 References 1. ClinicalTrials.com: Search results for robotic prostatectomy pain studies. Available at https://www.clinicaltrials.gov/ct2/results?cond=robotic+prostatectomy+pain&term=&cntry=&state=&city=&dist=. Accessed January 20, 2021. Google Scholar 2. : The effect of intrathecal bupivacaine/morphine on quality of recovery in robot-assisted radical prostatectomy: a randomised controlled trial. Anaesthesia 2020; 75: 599. Google Scholar 3. : Effect of ketorolac on the prevention of postoperative catheter-related bladder discomfort in patients undergoing robot-assisted laparoscopic radical prostatectomy: a randomized, double-blinded, placebo-controlled study. J Clin Med 2019; 8: 759. Google Scholar © 2021 by American Urological Association Education and Research, Inc.FiguresReferencesRelatedDetailsRelated articlesJournal of UrologyFeb 19, 2021, 12:00:00 AMIntraoperative Strategies to Reduce Catheter-Related Bladder Discomfort in the Early Postoperative Period after Robot-Assisted Radical ProstatectomyJournal of UrologyMar 18, 2021, 12:00:00 AMReply by Authors Volume 205Issue 6June 2021Page: 1679-1680 Advertisement Copyright & Permissions© 2021 by American Urological Association Education and Research, Inc.MetricsAuthor Information Rodney H. Breau Division of Urology, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada More articles by this author Avril Lusty Division of Urology, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada More articles by this author Expand All Advertisement Loading ...
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 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 | 0.065 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.013 | 0.010 |
| Insufficient payload (model declined to judge) | 0.365 | 0.210 |
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".