Leading Practice Partnerships - Interior Health and CONNECT
Bibliographic record
Abstract
Leading Practice Partnerships u2013 Interior Health and CONNECTA decade into a community rehab partnership for acquired brain injury (ABI) in British Columbia, some powerful outcomes with national recognition affirm that the chemistry is right.Patti Flaherty, President and COO of CONNECT Communities, and Deborah Preston, Health Services Administrator u2013 Central Okanagan Community, Interior Health, would like the opportunity to prepare an interactive presentation the World Congress about the unique partnership they formed and the life-changing difference it has made to so many individuals and to the health system.In the 10 years of IH/CONNECT partnership, 165 individuals have transitioned through CONNECT. The Average LOS is 278 Days (9-10 months) and 75% of residents move out to a lower-cost environment for years to come. The total program cost, or investment, by IH is $10M over 10 years, with CONNECT generating significant system savings, which continue to increase. Along with these outcomes, three other notable achievements of the partnership are:1. The creation of the Life Redesign ModelTM:u2022tA culture of personal accountability, support risk taking, social capital and meaningful community participationu2022tServices planned around what the person wants more of in life. Participation in relevant life situations drives the residentsu2019 goalsu2022tLeveraging neuroplasticity by pursuing resident goals in real-life, non-institutional settingsu2022tA u201cdoing-withu201d coaching approach with blended job roles and a multi-professional coaching team2. Leading Practice u2013 Accreditation CanadaThe Life Redesign ModelTM was deemed Leading Practice by Accreditation Canada in 2016 under client and family centred care for acquired brain injury services.3. National recognitionHealth Systems from across the country have shown significant interest in CONNECTu2019s model and the partnership with Interior Health. After extensive research and a competitive process, Hamilton Health Sciences has partnered with CONNECT to build CONNECT Hamilton in Ontario in 2019. The model is firmly based on our Lake Country model.Together CONNECT Lake Country and Interior Health have filled a significant system gap for persons with brain injury, providing an opportunity in BC to redesign their lives. The partnership has allowed many individuals to avoid long-term care and institutionalization, with 75% of people going home and to the community after CONNECT. Most importantly, the partnership has built a huge number of powerful individual stories that can inspire change and have positive influence for the individual and others.
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 | 0.012 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.003 |
| Scholarly communication | 0.014 | 0.005 |
| Open science | 0.003 | 0.024 |
| Research integrity | 0.008 | 0.009 |
| Insufficient payload (model declined to judge) | 0.213 | 0.061 |
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".