Plasma protein binding rate from structure

Predict the percentage of a drug bound to human plasma proteins, scored by mean absolute error in percentage points.

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shoal Update scienceslack.json from shoal-catalog d1cbb60b3b19 190dc46 · 2 weeks ago History

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1	{
2	"domain": "life-health",
3	"topics": [
4	"drug-discovery"
5	],
6	"type": "algorithm",
7	"benchmark": {
8	"task": "Predict human plasma protein binding rate (%) from a SMILES string",
9	"metric": {
10	"name": "MAE (percentage points bound)",
11	"better": "lower"
12	},
13	"baseline": {
14	"name": "Top of the TDC leaderboard (Gradient Boost)",
15	"score": 7.44
16	}
17	},
18	"source": {
19	"key": "tdc-admet",
20	"name": "Therapeutics Data Commons ADMET benchmark group",
21	"url": "https://tdcommons.ai/benchmark/admet_group/08ppbr/",
22	"id": "PPBR_AZ",
23	"curator": "Therapeutics Data Commons (Harvard)",
24	"poser": "AstraZeneca",
25	"status": "open",
26	"as_of": "2026-10-20",
27	"catalog": "0521c19bbd38"
28	},
29	"review": true,
30	"approval": "first-time"
31	}