Scientific evidence in nursing is gathered through various research methodologies, including randomized controlled trials (RCTs), observational studies, and qualitative research. These methods help to collect data on patient outcomes, experiences, and the effectiveness of different treatments. Additionally, systematic reviews and meta-analyses are used to synthesize findings from multiple studies, providing a comprehensive overview of the evidence.