Telephone Contact Centre Links to Primary Healthcare Reform
Bibliographic record
Abstract
new telephone health advice service implemented in September 2000 is integral to the Capital Health (Edmonton) Region's strategy to build a comprehensive approach to primary healthcare.Capital Health Link operates 24 hours a day, seven days a week and was the first comprehensive nurse-based health advice phone line in Alberta.Callers to Capital Health Link ("Link") can talk to experienced and specially trained registered nurses for health advice, information about programs and services, and to register in selected Capital Health programs.Satisfaction ratings have been high from the outset as Link supports people to manage their health through informed choice and decisionmaking.Evaluation results indicate the service is helping the public access the most appropriate level of care.This has led to a reduction in the number of visits to emergency departments, drop-in medical clinics and family physicians' offices.Innovations for the future include linkages with a new electronic health record system and an expanded role in chronic disease management that will further support an integrated primary care strategy for the region.
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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 | 0.004 | 0.023 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.005 | 0.002 |
| Insufficient payload (model declined to judge) | 0.132 | 0.012 |
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".