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: | 424.htm | |
|---|---|---|
| Name: | Mancozeb | |
| Description: | Pesticide Properties Database record 424.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 8018-01-7 | |
| InChi Code: | InChI=1S/2C4H8N2S4.Mn.Zn/c2*7-3(8)5-1-2-6-4(9)10;;/h2*1-2H2,(H2,5,7,8)(H2,6,9,10);;/q;;2*+2/p-4 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.3794043578774717 |
experimental value |
| -1.0333346128463743 |
Table4_honeybee_contact: Multi-task GNN, Acute contact toxicity, Apis mellifera (Acute contact toxicity, Apis mellifera -- test 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 |
|---|---|
| -0.2689607038867696 |
experimental value |
| -0.5312721133232117 |
Table4_honeybee_oral: Multi-task GNN, Acute oral toxicity, Apis mellifera (Acute oral toxicity, Apis mellifera -- test 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 |
|---|---|
| 0.4425414350228605 |
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 |
|---|---|
| 0.3595320406718573 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |