toxpred

The consortium

What has been contributed, and what it has bought. This page reads the live totals; it is not a snapshot.

Scoring runs against the published reference set by default, which is exactly what the paper and the toxpred package use. Contributed data are kept as a separate set, and a visitor can choose to include them. Nothing contributed changes a published number.

 
records contributed
 
compounds in them
 
reviewed and in the contributed set
 
endpoints covered

The published reference set, for comparison

Acute toxicity, sampled reference set8,599 compounds
Of those, able to vote on acute toxicity5,953
Held out for measuring accuracy2,873
Further endpoints28
Indexed ligands behind the reach signal27,910

What another compound is worth

Measured, not asserted. Growing the voting reference set from 127 to 5,953 compounds moved the share of compounds answered for from 3.3% to 46.5%, while accuracy stayed between 85.4% and 92.1%. A larger consortium does not make a call better; it makes more calls possible.

How to contribute.