The British Columbia Patient Navigation Model: A Critical Analysis
Bibliographic record
Abstract
PURPOSE/OBJECTIVES: To provide a critical analysis of a patient navigation model using the Synthesized Method of Theory Evaluation and the Criterion-Based Critique as frameworks for the analysis. DATA SOURCES: English-language research and clinical articles and Internet sources (CINAHL®, PubMed, and Google™ Scholar) on patient navigation up to April 2009. DATA SYNTHESIS: The British Columbia Patient Navigation Model (BCPNM) is a practical model developed from a psychosocial perspective. The BCPNM highlights the functions of the navigator for patients with cancer and is patient and family centered. CONCLUSIONS: The BCPNM provides a comprehensive framework for current patient navigation programs and can facilitate the development of future models. IMPLICATIONS FOR NURSING: The BCPNM is a useful model for nursing practice because it identifies and clearly highlights numerous functions that nurses provide. The model can serve as a guide for nurses who provide psychosocial interventions in a variety of oncology environments.
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How this classification was reachedexpand
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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".