High-throughput screening brings in the crops

Area of Science:

• Scientific methodology
• Knowledge management

Background:

• Screening processes are often perceived as a mere application of existing knowledge.
• However, the inherent nature of screening involves acknowledging gaps in current understanding.

Purpose of the Study:

• To re-evaluate the fundamental role of screening in scientific discovery.
• To explore the structural relationship between prediction and serendipity within screening protocols.

Main Methods:

• Conceptual analysis of the screening process.
• Examination of the interplay between established knowledge and unknown outcomes.

Main Results:

• Screening fundamentally represents an "acknowledgement of ignorance" within a scientific context.
• Structurally, screening serves as a nexus where predictive models intersect with serendipitous findings.

Conclusions:

• Re-framing screening as a balance between knowledge application and the embrace of the unknown.
• Highlighting the critical role of screening in facilitating both planned discovery and unexpected breakthroughs.