Televisitation: Virtual Transportation of Family to the Bedside in an Acute Care Setting
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Televisitation is the virtual transportation of a patient's family to the bedside, regardless of the patient's location within an acute care setting. This innovation in the Telemedicine Program at Thunder Bay Regional Health Sciences Centre (TBRHSC) in Ontario, Canada, embraces the concept of patient- and family-centered care and has been identified as a leading practice by Accreditation Canada. The need to find creative ways to link patients to their family and friend supports hundreds of miles away was identified more than ten years ago. The important relationship between health outcomes and the psychosocial needs of patients and families has been recognized more recently. TBRHSC's patient- and family-centered model of care focuses on connecting patients with their families. First Nations renal patients with family in remote communities were some of the earliest users of videoconferencing technology for this purpose.
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.
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 | 0.001 | 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 it