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: | 1027.htm | |
|---|---|---|
| Name: | S-metolachlor | |
| Description: | Pesticide Properties Database record 1027.htm. Structure standardized following the Landrum workflow. | |
| Labels: | ||
| CAS: | 87392-12-9 | |
| InChi Code: | InChI=1S/C15H22ClNO2/c1-5-13-8-6-7-11(2)15(13)17(14(18)9-16)12(3)10-19-4/h6-8,12H,5,9-10H2,1-4H3/t12-/m0/s1 |
Properties
honeybee_contact: Acute contact toxicity, Apis mellifera (modelled target, log molar LD50) i
| Value | Source or prediction |
|---|---|
| -0.11662434514197093 |
experimental value |
| -0.3517095446586609 |
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 |
|---|---|
| -0.48823541509165935 |
experimental value |
| -0.1857260912656784 |
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 |
|---|---|
| 0.2869735847536324 |
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 |
|---|---|
| 0.2621503991118027 |
Table5_bumblebee_oral: Multi-task GNN, Acute oral toxicity, Bombus terrestris (Acute oral toxicity, Bombus terrestris -- prediction-only compounds) |