OUTCOME OF ANTIBIOTIC PROPHYLAXIS CESSATION IN PATIENTS WITH PERSISTENT VESICO-URETERAL REFLUX WHO INITIALLY PRESENTED WITH A FEBRILE URINARY TRACT INFECTION
Bibliographic record
Abstract
You have accessJournal of Urology1 Apr 2009OUTCOME OF ANTIBIOTIC PROPHYLAXIS CESSATION IN PATIENTS WITH PERSISTENT VESICO-URETERAL REFLUX WHO INITIALLY PRESENTED WITH A FEBRILE URINARY TRACT INFECTION Bruno Leslie, Katherine Moore, Darius J Bagli, Walid A Farhat, Anthony Cook, Antoine E Khoury, Joao L Pippi-Salle, and Aramando J Lorenzo Bruno LeslieBruno Leslie More articles by this author , Katherine MooreKatherine Moore More articles by this author , Darius J BagliDarius J Bagli More articles by this author , Walid A FarhatWalid A Farhat More articles by this author , Anthony CookAnthony Cook More articles by this author , Antoine E KhouryAntoine E Khoury More articles by this author , Joao L Pippi-SalleJoao L Pippi-Salle More articles by this author , and Aramando J LorenzoAramando J Lorenzo More articles by this author View All Author Informationhttps://doi.org/10.1016/S0022-5347(09)60639-XAboutPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail "OUTCOME OF ANTIBIOTIC PROPHYLAXIS CESSATION IN PATIENTS WITH PERSISTENT VESICO-URETERAL REFLUX WHO INITIALLY PRESENTED WITH A FEBRILE URINARY TRACT INFECTION." The Journal of Urology, 181(4S), p. 223 © 2009 by American Urological AssociationFiguresReferencesRelatedDetails Volume 181Issue 4SApril 2009Page: 223 Advertisement Copyright & Permissions© 2009 by American Urological AssociationMetricsAuthor Information Bruno Leslie More articles by this author Katherine Moore More articles by this author Darius J Bagli More articles by this author Walid A Farhat More articles by this author Anthony Cook More articles by this author Antoine E Khoury More articles by this author Joao L Pippi-Salle More articles by this author Aramando J Lorenzo More articles by this author Expand All Advertisement PDF downloadLoading ...
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".