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: | 3073.htm | |
|---|---|---|
| Name: | Fenpicoxamid | |
| Description: | Pesticide Properties Database record 3073.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 517875-34-2 | |
| InChi Code: | InChI=1S/C31H38N2O11/c1-17(2)28(35)42-16-41-26-23(39-6)12-13-32-24(26)27(34)33-22-15-40-30(37)21(14-20-10-8-7-9-11-20)25(19(5)43-31(22)38)44-29(36)18(3)4/h7-13,17-19,21-22,25H,14-16H2,1-6H3,(H,33,34)/t19-,21+,22+,25-/m0/s1 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.4544607185545853 |
experimental value |
| -0.3255715370178222 |
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 |
|---|---|
| -0.27922859822004176 |
experimental value |
| -0.1744282841682434 |
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 |
|---|---|
| 0.2885149378563683 |
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 |
|---|---|
| 0.2508745192948428 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |