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:	3524.htm
	Name:	Glyphosate-sodium
	Description:	Pesticide Properties Database record 3524.htm. Structure standardized following the Landrum workflow.
	Labels:
	CAS:	34494-03-6
	InChi Code:	InChI=1S/C3H8NO5P.Na/c5-3(6)1-4-2-10(7,8)9;/h4H,1-2H2,(H,5,6)(H2,7,8,9);/q;+1/p-1

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

Value	Source or prediction
-0.20685285000669779	experimental value
-0.2281549274921417	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

Value	Source or prediction
1	experimental value

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

Value	Source or prediction
-0.1898195107079175	experimental value
-0.1920369267463684	Table4_honeybee_oral: Multi-task GNN, Acute oral toxicity, Apis mellifera (Acute oral toxicity, Apis mellifera -- training partition)

honeybee_oral_censored: Right-censoring indicator for honeybee_oral i

Value	Source or prediction
0	experimental value

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

Value	Source or prediction
0.2653928240034134	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

Value	Source or prediction
0.2591440137933748	Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds)