Primary Care Physicians' Views of Routine Follow-Up Care of Cancer Survivors
Bibliographic record
Abstract
PURPOSE: Routine follow-up of adult cancer survivors is an important clinical and health service issue. Because of a lack of evidence supporting advantages of long-term follow-up care in oncology clinics, there is increasing interest for the locus of this care to be provided by primary care physicians (PCPs). However, current Canadian PCP views on this issue have been largely unknown. METHODS: A mail survey of a random sample of PCPs across Canada, stratified by region and proximity to urban centers, was conducted. Views on routine follow-up of adult cancer survivors and modalities to facilitate PCPs in providing this care were determined. RESULTS: A total of 330 PCPs responded (adjusted response rate, 51.7%). After completion of active treatment, PCPs were willing to assume exclusive responsibility for routine follow-up care after 2.4 +/- 2.3 years had elapsed for prostate cancer, 2.6 +/- 2.6 years for colorectal cancer, 2.8 +/- 2.5 years for breast cancer, and 3.2 +/- 2.7 years for lymphoma. PCPs already providing this care were willing to provide exclusive care sooner. The most useful modalities PCPs felt would assist them in assuming exclusive responsibility for follow-up cancer care were (1) a patient-specific letter from the specialist, (2) printed guidelines, (3) expedited routes of rereferral, and (4) expedited access to investigations for suspected recurrence. CONCLUSION: With appropriate information and support in place, PCPs reported being willing to assume exclusive responsibility for the follow-up care of adult cancer survivors. Insights gained from this survey may ultimately help guide strategies in providing optimal care to these patients.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| 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 | 0.001 |
| 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".