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: | 623.htm | |
|---|---|---|
| Name: | Terbuthylazine | |
| Description: | Pesticide Properties Database record 623.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 5915-41-3 | |
| InChi Code: | InChI=1S/C9H16ClN5/c1-5-11-7-12-6(10)13-8(14-7)15-9(2,3)4/h5H2,1-4H3,(H2,11,12,13,14,15) |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.8244309374219925 |
experimental value |
| -0.5822582244873047 |
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 |
|---|---|
| 1 |
experimental value |
honeybee_oral: Acute oral toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.9754724765944975 |
experimental value |
| -0.8589490056037903 |
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 |
|---|---|
| 1 |
experimental value |
bumblebee_contact: Acute contact toxicity, Bombus terrestris (modelled target, binary toxicity class) i
| Value | Source or prediction |
|---|---|
| 0.3395160804010443 |
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 |
|---|---|
| 0.4228398403874599 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |