Operationalizing the Chronic Care Model with Goal-Oriented Care
Why this work is in the frame
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Bibliographic record
Abstract
The Chronic Care Model has guided quality improvement in health care for almost 20 years, using a patient-centered, disease management approach to systems and care teams. To further advance efforts in person-centered care, we propose strengthening the Chronic Care Model with the goal-oriented care approach. Goal-oriented care is person-centered in that it places the focus on what matters most to each person over the course of their life. The person's goals inform care decisions, which are arrived at collaboratively between clinicians and the person. In this paper, we build on each of the elements of the Chronic Care Model with person-centered, goal-oriented care and provide clinical examples on how to operationalize this approach. We discuss how this adapted approach can support our health care systems, in particular in the context of growing multi-morbidity.
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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 | 0.000 | 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 it