Related Experiment Video
Updated: Dec 16, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Introduction: How evident is the evidence?
1Department of Pediatrics, Obstetrics, and Gynecology, University of Valencia, Valencia, Spain; Igenomix Foundation-Instituto de Investigación Sanitaria INCLIVA, Valencia, Spain; Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Harvard University, Boston, Massachusetts.
Abstract:
Randomized controlled trials (RCTs) and meta-analyses are the pinnacle of evidence-based medicine, enabling identification of the best available diagnostic, interventional, and therapeutic options. These tools help clinicians and policy makers to set clinical guidelines, but they also represent a double-edged sword: The meaningfulness of RCTs and meta-analyses relies on their quality, performance, and integrity. This Views and Reviews collection prepared by 18 renowned experts and coordinated by Ben Mol aims to inform and educate our readers about RCTs and meta-analyses in reproductive medicine. The collection begins with the basic features that guarantee the quality of a trial, including protocols, registrations and monitoring, study design/analysis, and reporting standards. Next are discussed the status of planning and coordination of RCTs in different global settings, current unmet needs, and how future studies can better meet these needs, as well as methodologic issues facing different types of RCTs. Finally, we provide insight into the issue of data fabrication and falsification, offering possible solutions to ensure the integrity of RCTs. The challenges and benefits of these crucial evidence-generating tools deserve our attention and education because the findings of RCTs and meta-analyses can directly affect the health of our patients, and when performance and integrity problems exist, the "magic" of these tools disappears-with harmful consequences.
More Related Videos
Related Concept Videos
The Evidence for Evolution
Psychology as a Science
The scientific method in psychology involves six critical steps: making observations, formulating hypotheses, conducting tests, analyzing...
The Scientific Method in Nursing Process
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be...
The Scientific Method
The Scientific Method
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
The Scientific Method

