Patients' experiences with continuity of cancer care in Canada: Results from the CanIMPACT study.
Bibliographic record
Abstract
OBJECTIVE: To explore patient perspectives on and experiences with the coordination and continuity of cancer care. DESIGN: Qualitative study using semistructured telephone interviews. SETTING: Canada. PARTICIPANTS: Thirty-eight breast and colorectal cancer survivors 1 to 4 years after diagnosis. METHODS: Using a constructivist grounded theory approach, semistructured telephone interviews were conducted with the participants. The interviews were digitally recorded, transcribed verbatim, and proofread. Transcripts were reviewed to create a focused coding scheme that was used to develop categories for participants' experiences. MAIN FINDINGS: Although this study focused on the continuity of cancer care, patients described their experiences with cancer care in general, concentrating predominantly on their relationships with individual health care providers (HCPs). Based on patients' experiences, several themes were identified as the core components of providing good continuity and well coordinated care. The most important overarching theme was communication, which overlapped with 4 other themes: patient-HCP relationships, the role of HCPs, lack of access to care, and timely and tailored information. CONCLUSION: Patients believed that good communication between HCPs and patients was key to improving the overall continuity of cancer care. Continuity of care is an important theoretical concept in cancer care, but it is not easily recognized by patients. They perceive the cancer care continuum and continuity of care as cancer care in general, which is typically framed by the individual relationships with their HCPs. Future research and interventions need to focus on finding and testing ways to improve communication to enhance continuity of cancer care.
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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 | 0.000 | 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 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".