The Impact of Strict Isolation on MRSA Positive Patients: An Action-Based Study Undertaken in a Rehabilitation Center
Bibliographic record
Abstract
UNLABELLED: This action based, qualitative research project was undertaken with inpatient participants at a physical medicine rehabilitation center. PURPOSE: The objective of the research was to seek insights from rehabilitation inpatients with Methicillin-resistant Staphylococcus aureus (MRSA), to better understand their experience of MRSA and strict isolation. METHOD: Researchers and patients shared ideas for developing action plans to help improve supportive rehabilitation services for patients with MRSA. Nine patients participated in interviews and four participated in a follow-up focus group. Summarized patient data were disseminated during two interprofessional staff focus groups. Cumulated data were integrated into eight plans of action. FINDINGS: The research resulted in immediate implementation of four action plans and ongoing development of four additional action plans. CLINICAL RELEVANCE: The research outcomes have contributed to improved MRSA educational resources and supportive services for patients with MRSA.
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 | 0.002 |
| 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 | 0.000 |
| 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".