<i>Clostridium difficile</i> associated diarrhoea in hospitalised patients: onset in the community and hospital and role of flexible sigmoidoscopy
Bibliographic record
Abstract
OBJECTIVES: Clostridium difficile associated diarrhoea (CDAD) is a hospital acquired infection in which optimal methods for diagnosis and the scale of the problem in the community remain to be determined. In hospitalised patients with CDAD, we aimed to (i) study patients in whom the onset of diarrhoea was in the community and (ii) investigate the role of bedside flexible sigmoidoscopy in diagnosis. METHODS: Patients with CDAD (onset in hospital or community) were studied prospectively. In those with diarrhoea of unknown aetiology, flexible sigmoidoscopy was compared with stool assay for C difficile cytotoxin. RESULTS: Of 136 patients with CDAD (which was associated with antibiotic exposure in 96%), diarrhoea started in the community in 38 (28%; majority in own home) and while an inpatient in 98 (72%). The majority with CDAD onset in the community had been hospitalised over the preceding 12 months (86.8% v 57.1% in the hospital onset group; p<0.001). In 56 patients with pseudomembranous colitis at sigmoidoscopy, the stool C difficile cytotoxin test was negative in 29 (52%) but toxigenic C difficile was isolated from all of nine stool samples cultured. Of patients with pseudomembranous colitis, 30.4% relapsed over the subsequent 57.7(4.2) days. CONCLUSIONS: In a significant proportion of hospitalised patients with CDAD, diarrhoea started in the community. However, the majority of these had been hospital inpatients previously when they may have acquired C difficile, with the subsequent onset of diarrhoea in the community following exposure to antibiotics. Flexible sigmoidoscopy is superior to the stool C difficile cytotoxin test in a subgroup of patients with pseudomembranous colitis. Sigmoidoscopy should therefore be considered in all hospitalised patients with diarrhoea in whom the stool test for C difficile cytotoxin and enteric pathogens is negative.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".