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:	1248.htm
	Name:	T-sulfonic acid
	Description:	Pesticide Properties Database record 1248.htm. Structure standardized following the Landrum workflow.
	Labels:
	CAS:
	InChi Code:	InChI=1S/C14H21NO5S/c1-4-12-8-6-7-11(3)14(12)15(10-20-5-2)13(16)9-21(17,18)19/h6-8H,4-5,9-10H2,1-3H3,(H,17,18,19)

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

Value	Source or prediction
-0.5870577692985535	Table4_honeybee_contact: Multi-task GNN, Acute contact toxicity, Apis mellifera (Acute contact toxicity, Apis mellifera -- prediction-only compounds)

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

Value	Source or prediction
-0.4904916742087333	experimental value
-0.2368948757648468	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
1	experimental value

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

Value	Source or prediction
0.3392751189480617	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
0.2775115447762767	Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds)