Healthcare Providers

Peer collaboration and support was the most frequently cited facilitator in the review. Women trusted providers to monitor pregnancy, identify risks, explain pregnancy progress, and guide them toward safe birth. Most clinicians understood NAT-C, saw its potential value, and regarded it as consistent with good primary care cancer practice. Antenatal care gave women information and reassurance. Home-based care gives midwives unusually broad insight into family context. Advanced training and continuing education are presented as reducing burnout risk by restoring meaning and professional momentum. Continuity of care helped women confide in providers and ask questions. Published literature indicates that AI and ML-CDSS tools offer pharmacists guidance on cancer treatment selection and patient symptom management. Healthcare providers may be research participants because of interventions, data collection, or both. Healthcare providers who help conduct a CRT are collaborators rather than participants when no participant-status criteria apply. Provider-level barriers were the most frequently cited category overall. Most observed differences in prescribing and consultation practice by demo…