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:	1201.htm
	Name:	Piperalin
	Description:	Pesticide Properties Database record 1201.htm. Structure standardized following the Landrum workflow.
	Labels:
	CAS:	3478-94-2
	InChi Code:	InChI=1S/C16H21Cl2NO2/c1-12-5-2-3-8-19(12)9-4-10-21-16(20)13-6-7-14(17)15(18)11-13/h6-7,11-12H,2-5,8-10H2,1H3

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

Value	Source or prediction
-0.9337543513786412	experimental value
-0.4708059132099151	Table4_honeybee_contact: Multi-task GNN, Acute contact toxicity, Apis mellifera (Acute contact toxicity, Apis mellifera -- validation 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
-0.4129703640937805	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

Value	Source or prediction
0.3123456667201611	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
0.3126663372264361	Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds)