Bibliographic record
Abstract
AIM: This paper reports the qualitative findings of qualitative interviews conducted as part of a study assessing the effectiveness of structured, postdischarge, telephone intervention for patients and their partners recovering from bypass surgery. The data reported here describe the postoperative recovery experiences of a small sample of patients (n = 10) and the intervention role of the specialist nurse delivering the intervention. BACKGROUND: Reduced length of hospital stay for bypass patients means that there are fewer opportunities to provide necessary information and respond to patient concerns in hospital, and much of the process of wound healing and regaining functioning that would once have taken place in hospital now takes place at home and place additional burdens on patients and their caregivers. METHOD: The study was a randomized controlled trial of a telephone intervention aimed at reducing anxiety for patients experiencing a first bypass, and for their caregivers. The intervention consisted of a series of protocols delivered by a nurse with cardiac experience. It was conducted via telephone at discharge and on days 1, 2, 4, 7 and weeks 2 and 7 postdischarge. In the qualitative component of the study, a purposive sample of telephone calls in the treatment group was analysed and data saturation was achieved with 10 transcripts. FINDINGS: Three major patient concerns emerged: physical, affective and lifestyle changes. Anxiety about speed of discharge was a common concern at discharge and at day 1. Otherwise, physical concerns predominated during the first week. At day 7 and after, a shift began to occur to longer term, future-oriented concerns. By week 7, most patients were planning for return to normal activities, and several were making lifestyle changes. The specialist nurse was able to give personalized health promotion information at a time that was appropriate for individual patients. CONCLUSION: Using a qualitative interview method made it possible to understand patients' concerns and study the working of telenursing interventions in terms of providing timely reassurance and health promotion. Further research is needed to test the generalizability of the findings.
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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".