Women’s Perception of a Midwife-Led Clinic: A Qualitative Study
Bibliographic record
Abstract
Background: While maternal and child health care is a crucial component of every healthcare system, the burden on medical staff in caring for low-risk pregnant patients could be significantly alleviated by recruiting and maintaining a substantial number of midwives. Objectives: This study aims to understand the perceptions of women recipients of antenatal services provided by midwife-led clinics (MLC). Method: The study utilised a phenomenological approach with semi-structured interviews to gather information from participants regarding their perceptions of the MLC. Results: Participants in the survey were women (n=13) who attended the MLC, the majority being over 30 years of age and graduates. The participants believed that the clinic was essential, and felt at ease with the midwife and the services. Most expressed satisfaction with the health education offered by the clinic on the subject of prenatal care, nutrition, exercise, and breastfeeding. Conclusion: The participants in this study preferred midwife-led clinics because they allowed for better communication, answered queries, and provided significant emotional support. The participants felt comfortable with the midwife, who created a forum for discussion and clarification of doubts.
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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 | 0.019 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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".