Vegetable crudités and peritoneal dialysis-associated peritonitis: An unusual case of foreign body PD peritonitis
Bibliographic record
Abstract
Peritoneal dialysis-associated peritonitis (peritoneal dialysis (PD) peritonitis) is a common complication of peritoneal dialysis associated with adverse events and mortality. Outcomes are poorer when two or more organisms are isolated in the dialysis effluent culture, known as polymicrobial PD peritonitis, which can be caused by an underlying secondary process, such as gastrointestinal tract pathology and, rarely, a foreign body. Here, we report a case of polymicrobial PD peritonitis due to a vegetable matter foreign body perforating the colon. The patient was conservatively managed with antibiotic treatment and subsequent colonoscopic removal of the foreign body without the need for peritoneal dialysis catheter removal. She continues to remain on peritoneal dialysis 18 months after the PD peritonitis episode.
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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 | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".