1765: Outcome after Brachytherapy for Prostate Cancer with Disease Freedom Defined by an Undetectable PSA Compared with Nadir Plus 2
Bibliographic record
Abstract
You have accessJournal of UrologyModerated Poster 56, Wednesday, May 23, 2007 10:00 am - 12:00 pm1 Apr 20071765: Outcome after Brachytherapy for Prostate Cancer with Disease Freedom Defined by an Undetectable PSA Compared with Nadir Plus 2 Frank A. Critz, A. Keith Levinson, James B. Benton, Philip D. Shrake, Frederick J. Schnell, and Mark Merlin Frank A. CritzFrank A. Critz More articles by this author , A. Keith LevinsonA. Keith Levinson More articles by this author , James B. BentonJames B. Benton More articles by this author , Philip D. ShrakePhilip D. Shrake More articles by this author , Frederick J. SchnellFrederick J. Schnell More articles by this author , and Mark MerlinMark Merlin More articles by this author View All Author Informationhttps://doi.org/10.1016/S0022-5347(18)31953-0AboutPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail "1765: Outcome after Brachytherapy for Prostate Cancer with Disease Freedom Defined by an Undetectable PSA Compared with Nadir Plus 2." The Journal of Urology, 177(4S), pp. 586–587 © 2016 by American Urological AssociationFiguresReferencesRelatedDetailsCited ByCritz F, Benton J, Shrake P and Merlin M (2018) 25-Year Disease-Free Survival Rate After Irradiation for Prostate Cancer Calculated with the Prostate Specific Antigen Definition of Recurrence Used for Radical ProstatectomyJournal of Urology, VOL. 189, NO. 3, (878-883), Online publication date: 1-Mar-2013. Volume 177Issue 4SApril 2007Page: 586-587 Advertisement Copyright & Permissions© 2016 by American Urological AssociationMetricsAuthor Information Frank A. Critz More articles by this author A. Keith Levinson More articles by this author James B. Benton More articles by this author Philip D. Shrake More articles by this author Frederick J. Schnell More articles by this author Mark Merlin More articles by this author Expand All Advertisement Loading ...
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".