Infectious Complications Following Prostate Biopsy: A Single Institution Review
Bibliographic record
Abstract
Purpose: Determine incidence of fluoroquinolone-resistant bacteria complications among patients following prostate biopsy at New York Medical College, NY.Materials and Methods: Retrospective chart review of 229 consecutive patients receiving prostate biopsy between 2009 and 2013 at New York Medical College, NY. Each was administered a Fleet enema the morning of and a three-day course of ciprofloxacin starting the day before biopsy. Results: The 1.3% (3/229) of patients developed infectious complications following biopsy. Each of the (3/3) species isolated was fluoroquinolone-resistant. Among patients developing infectious complications, all had prior exposure to fluoroquinolones and all infectious complications were fluoroquinolone-resistant.Conclusion: This study highlights the need for confirming the patient’s exposure history with fluoroquinolones and considering another class of antibiotics for patients with prior fluoroquinolone exposure to avoid infectious complications following prostate biopsies.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".