A qualitative study of caregivers' expectations and communication desires during medical consultation for sick children in Uganda.
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: Little data exist on patients' expectations and communication desires during medical consultation in Non-Western settings. We conducted a qualitative study to compare expectations and communication desires of sick children's caregivers at Mulago Hospital, Uganda, to those of patients in Western countries. METHODS: Three Focus Group Interviews and three Key Informant Interviews were conducted with 24 caregivers of sick children in Mulago Hospital Kampala, Uganda. An interview guide adapted from the Calgary-Cambridge Guide was used to conduct focus group and Key Informant Interviews. Two investigators worked independently to review transcripts and analyse them for content and emerging themes. RESULTS: Caregivers of sick children in Mulago Hospital expect attending doctors to build a relationship with them, by demonstrating the verbal and nonverbal skills outlined in the CCG including maintaining eye contact, using appropriate gestures and voice during communication, and being nonjudgmental. CONCLUSION: The communication needs and expectations of caregivers of sick children in Mulago Hospital are similar to those of patients and caregivers in Western countries. PRACTICE IMPLICATIONS: The CCG can be used as a training guide to enhance the communication skills of current and future doctors in Mulago Hospital.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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 it