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: | 1144.htm | |
|---|---|---|
| Name: | Spinetoram | |
| Description: | Pesticide Properties Database record 1144.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 935545-74-7 | |
| InChi Code: | InChI=1S/C42H69NO10/c1-10-27-13-12-14-35(53-37-18-17-34(43(6)7)24(4)49-37)23(3)38(45)33-21-31-29(32(33)22-36(44)51-27)16-15-26-19-28(20-30(26)31)52-42-41(47-9)40(48-11-2)39(46-8)25(5)50-42/h21,23-32,34-35,37,39-42H,10-20,22H2,1-9H3/t23-,24-,25+,26-,27+,28-,29-,30-,31-,32+,34+,35+,37+,39+,40-,41-,42+/m1/s1 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -4.45129380235189 |
experimental value |
| -4.228758335113525 |
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 |
|---|---|
| -3.6853770083852586 |
experimental value |
| -3.919155359268189 |
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 |
|---|---|
| 0 |
experimental value |
| 0.922996642305555 |
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 |
| 0.9819391902416876 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- training partition) |