Missed-Diagnosis Malpractice Claim Clusters (3D)

The 2D companion plots claims on a flat scatter chart; this 3D version places every claim as a point in real 3D space and lets you fly around it. At intake (Stage 1) the claims form a formless grey cloud — no specialty, no condition, nothing to see. Tagging (Stage 2) recolours the cloud by condition category without moving it. From clustering onward (Stages 3–5) each point eases toward its cluster's position on a sphere of nebulae, with a translucent halo growing around the dominant cluster and a pulsing ring marking it out — the same "Big Three" pattern the claims literature reports (oncology follow-up failures, cardiovascular anchoring errors, and infection escalation failures) but now something you can orbit and inspect from any angle instead of reading off a flat plot. The look-back window and specialty-breadth sliders reshape which claims are pooled, exactly as in the 2D version, while drag-to-orbit and scroll-to-zoom make the spatial separation between failure-pattern clusters tangible.