Are early career family physicians prepared for practice in Canada? A qualitative study
Bibliographic record
Abstract
BACKGROUND: In Canada, the College of Family Physicians of Canada (CFPC) introduced Competency Based Medical Education to prepare and train family medicine residents to be competent to enter and adapt to the independent practice of comprehensive family medicine. Despite its implementation, the scope of practice is narrowing. This study aims to understand the degree to which early career Family Physicians (FPs) are prepared for independent practice. METHOD: A qualitative design was used for this study. A survey and focus groups were conducted with early-career FPs who completed residency training in Canada. The survey and focus groups examined the degree of preparedness of early career FPs in relation to 37 core professional activities identified by the CFPC's Residency Training Profile. Descriptive statistics and qualitative content analysis were conducted. RESULTS: Seventy-five participants from across Canada participated in the survey, and 59 participated in the focus groups. Early career FPs reported being well prepared to provide continuous and coordinated care for patients with common presentations and deliver various services to different populations. FPs were also well prepared to manage the electronic medical record, participate in team-based care, provide regular and after-hours coverage, and assume leadership and teaching roles. However, FPs reported being less prepared for virtual care, business management, providing culturally safe care, delivering specific services in emergency care hospitals, obstetrics, self-care, engaging with the local communities, and conducting research activities. CONCLUSIONS: Early career FPs do not feel fully prepared for practice in all 37 core activities in the Residency Training Profile. As part of the introduction of the three-year program by the CFPC, the postgraduate family medicine training should consider providing more exposure to learning opportunities and developing curricula in the areas where FPs are unprepared for practice. These changes could facilitate the production of a FP workforce better prepared to manage the dynamic and complex challenges and dilemmas faced in independent practice.
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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 | 0.002 | 0.053 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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".