Xenophilus aerolatus Peritonitis in a six-year-old boy on maintenance eritoneal dialysis.
Bibliographic record
Abstract
Peritonitis remains a significant complication of peritoneal dialysis (PD). Although most patients can be treated successfully with antibiotics and continue PD, the poorest outcomes are noted in patients with peritonitis secondary to gram-negative organisms, which may lead to temporary or permanent technique failure. Biofilm formation may result in. failure of appropriate antibiotic therapy to eradicate infection, necessitating catheter replacement or a switch to hemodialysis. Here, we report the first case of gram-negative peritonitis caused by Xenophilus aerolatus in a 6-year-old boy on continuous cycling PD. This case highlights the importance of close monitoring of clinical response and of collaboration with the microbiologist and microbiology lab in the identification of unusual organisms, their antimicrobial susceptibilities, and their expected characteristics.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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) | 0.000 | 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 teacher head, 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".