Housing Gnotobiotic Mice in Conventional Animal Facilities
Bibliographic record
Abstract
Gnotobiotic mice are an established, robust model utilized in current research to study host-microbiota interactions. For years isolators have been used to rear germ-free and gnotobiotic mice. However, isolators can be costly and the segregation of treatments within the same isolator is problematic. Recently, methodologies for housing germ-free mice in specially designed individually ventilated cages (IVCs) operated under barrier mode have been developed; however, this equipment is costly and its operation in barrier mode for research involving germ-free mice and pathogens is not permissible under modern biosafety and biosecurity regulations. This article describes a method to house germ-free mice in a commonly available conventional IVC system operated under containment mode. This technique allows researchers to maintain the germ-free or gnotobiotic status of mice tested up to 4 weeks with weekly handling while working with pathogens using each IVC as a separate experimental unit. © 2019 Her Majesty the Queen in Right of Canada.
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 | 0.000 |
| 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 | 0.001 |
| 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".