Transforming family practice in British Columbia: the General Practice Services Committee.
Bibliographic record
Abstract
OBJECTIVE: To describe a new approach to primary care reform developed in British Columbia (BC) under the leadership of the General Practice Services Committee (GPSC). COMPOSITION OF THE COMMITTEE: The GPSC is a joint committee of the BC Ministry of Health Services, the BC Medical Association, and the Society of General Practitioners of BC. Representatives of BC's health authorities also attend as guests. METHOD: This paper is based on the 2008-2009 annual report of the GPSC. It summarizes the history and main activities of the GPSC. REPORT: The GPSC is currently supporting a number of key activities to transform primary care in BC. These activities include the Full Service Family Practice Incentive Program, which provides incentive payments to promote enhanced primary care; the Practice Support Program, which provides family physicians and their medical office assistants with various practical evidence-based strategies and tools for managing practice enhancement; the Family Physicians for BC Program to develop family practices in areas of identified need; the Shared Care Committee, which supports and enables the determination of appropriate scopes of practice among GPs, specialists, and other health care professionals; the Divisions of Family Practice, which are designed to facilitate interactions among family doctors and between doctors and their respective health authorities; and the Community Healthcare and Resource Directory, a Web-based resource to help health care providers find appropriate mental health resources. CONCLUSION: Early results indicate that the GPSC's initiatives are enhancing the delivery of primary care services in BC.
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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 | 0.005 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".