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: | 3075.htm | |
|---|---|---|
| Name: | (3S,6S,7R,8R)-8-benzyl-3-(((3-hydroxy-4-methoxypyridin-2-yl)carbonyl)amino)-6-methyl-4,9-dioxo-1,5-dioxonan-7-yl 2-methylpropanoate | |
| Description: | Pesticide Properties Database record 3075.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C26H30N2O9/c1-14(2)24(31)37-22-15(3)36-26(33)18(28-23(30)20-21(29)19(34-4)10-11-27-20)13-35-25(32)17(22)12-16-8-6-5-7-9-16/h5-11,14-15,17-18,22,29H,12-13H2,1-4H3,(H,28,30)/t15-,17?,18?,22-/m0/s1 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.3060673475265503 |
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 |
|---|---|
| -0.6769223497335006 |
experimental value |
| -0.116942673921585 |
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 |
|---|---|
| 0.2828559964876398 |
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 |
|---|---|
| 0.2380390210351213 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |