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:	244.htm
	Name:	Dimethoate
	Description:	Pesticide Properties Database record 244.htm. Structure standardized following the Landrum workflow.
	Labels:
	CAS:	60-51-5
	InChi Code:	InChI=1S/C5H12NO3PS2/c1-6-5(7)4-12-10(11,8-2)9-3/h4H2,1-3H3,(H,6,7)

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

Value	Source or prediction
-3.336799831348111	experimental value
-3.374323606491089	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
0	experimental value

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

Value	Source or prediction
-3.336799831348111	experimental value
-3.2346222400665283	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
1	experimental value
0.8496695091345225	Table5_bumblebee_contact: Multi-task GNN, Acute contact toxicity, Bombus terrestris (Acute contact toxicity, Bombus terrestris -- training partition)

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

Value	Source or prediction
1	experimental value
0.9612947041674488	Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- training partition)