10967/277 - QDB Compounds

QsarDB Repository

Kotli, M.; Piir, G.; Maran, U. Multi-task prediction of pesticide toxicity to pollinators with censored data and interpretable attributions on graph neural networks. Journal of Chemical Information and Modeling

Compound

ID:1622.htm
Name:Primisulfuron methyl
Description:Pesticide Properties Database record 1622.htm. Structure standardized following the Landrum workflow.
Labels:
CAS:86209-51-0
InChi Code:InChI=1S/C15H12F4N4O7S/c1-28-11(24)7-4-2-3-5-8(7)31(26,27)23-15(25)22-14-20-9(29-12(16)17)6-10(21-14)30-13(18)19/h2-6,12-13H,1H3,(H2,20,21,22,23,25)/f/h22-23H

Properties

honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i

ValueSource or prediction
-0.6592123961433822

experimental value

-0.5444998741149902

Table4_honeybee_contact: Multi-task GNN, Acute contact toxicity, Apis mellifera (Acute contact toxicity, Apis mellifera -- training partition)

honeybee_contact_censored: Right-censoring indicator for honeybee_contact i

ValueSource or prediction
1

experimental value

honeybee_oral: Acute oral toxicity, Apis mellifera (modelled target, log molar LD50) i

ValueSource or prediction
-0.6617817282676697

Table4_honeybee_oral: Multi-task GNN, Acute oral toxicity, Apis mellifera (Acute oral toxicity, Apis mellifera -- prediction-only compounds)

bumblebee_contact: Acute contact toxicity, Bombus terrestris (modelled target, binary toxicity class) i

ValueSource or prediction
0.3247289404676795

Table5_bumblebee_contact: Multi-task GNN, Acute contact toxicity, Bombus terrestris (Acute contact toxicity, Bombus terrestris -- prediction-only compounds)

bumblebee_oral: Acute oral toxicity, Bombus terrestris (modelled target, binary toxicity class) i

ValueSource or prediction
0.3770298322544072

Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds)