A review on epidemiology of Clostridium difficile infection
Bibliographic record
Abstract
Clostridium difficile (C. difficile) is an important factor in the development of the gastrointestinal diseases because of irrational antibiotic prescription and antimicrobial resistance. In the past, this bacterium was introduced as an agent of the infection in the hospitals called "hospital acquired Clostridium difficile infection". This infection is a main cause of morbidity and mortality internationally. But changing in the epidemiology of the infection was observed in recent years. People not taking antibiotics as well as any contact with the clinical system were hospitalized due to the infection named "Community-Associated Clostridium difficile infection". Furthermore, the hypervirulent strains of C. difficile were identified outside of the health care facilities in different sources such as environment, animals and food products. Today the role of C. difficile has not been confirmed as a zoonotic agent or foodborne pathogen. Taking into account, it should be taken attention to the sensitive individuals such as pregnant women, elderly and children for the consumption of the contaminated food products with C. difficile spores and probable cause of the infection in these individuals. For this purpose, presentation of the guidelines or the prevention strategies for the transmission of bacteria in the society as well as the healthcare facilities is important. In this review study, the history, the risk factors of disease and the reports of infection in the healthcare facilities and outside of this environment in Iran were discussed. Finally, we supposed that based on the isolation of C. difficile with different genetic profile in Iran in comparison with international ribotypes, the existence of native strains leading to the infection in the community and the healthcare facilities is possible. This hypothesis shows the significance of regional differences in the epidemiology and microbiology of disease. In addition, according to the present reports on the irrational prescription of the antibiotics in our country, it seems that C. difficile infection is increasing but any continuous monitoring is not being occurred for the supervision in Iran. Approving these hypotheses need to the careful and continuous assessment besides comprehensive examination of molecular epidemiology of disease in the organizations related to the health in Iran.
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 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".