Altered nursing student perspectives: Impact of a pre-clinical observation experience at an outpatient oncology setting
Bibliographic record
Abstract
This study examined the influence of an observation experience at an outpatient oncology setting on first-year nursing students. This experiential learning opportunity occurred prior to any formal clinical practice course. A hermeneutic phenomenology approach was used to uncover pre-licensure nursing students' perspectives about cancer, as well as their understanding of the roles and responsibilities of registered nurses in cancer care both before and following their experience. A total of 10 nursing students agreed to participate in the study. Data were collected through semi-structured interviews following which data were analyzed and interpreted to understand the meaning in the experience. Two overarching themes were identified including circles of relationships, and the many sides of outpatient oncology. This study reveals that experiential learning in the form of a low-risk, observation-only experience may be an opportunity for pre-licensure students to gain new perspectives about cancer care and nurses roles in caring for individuals and families who are impacted by cancer.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".