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: | 212.htm | |
|---|---|---|
| Name: | Diazinon | |
| Description: | Pesticide Properties Database record 212.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 333-41-5 | |
| InChi Code: | InChI=1S/C12H21N2O3PS/c1-6-15-18(19,16-7-2)17-11-8-10(5)13-12(14-11)9(3)4/h8-9H,6-7H2,1-5H3 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -3.3381192251135867 |
experimental value |
| -3.2125794887542725 |
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 |
|---|---|
| -3.4978200679810985 |
experimental value |
| -3.350160598754883 |
Table4_honeybee_oral: Multi-task GNN, Acute oral toxicity, Apis mellifera (Acute oral toxicity, Apis mellifera -- validation 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 |
|---|---|
| 0.8386927291753089 |
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 |
|---|---|
| 0.9630087229558252 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |