Diazepam on two indications: a public result from the Development Plan Agent

This technical note by Thomas Zheng (Percept Biosciences) records three assessments from Percept's Development Plan Agent (DPA), with the three HTML reports as the record. The DPA traces signed mechanistic paths through the Percept KG and scores each target and indication pair for direction and mechanistic support. Diazepam through GABRA2 resolves to a therapeutic direction for anxiety (support 0.35, scoring-policy-v2) and abstains for schizophrenia (0.00, unresolved, scoring-policy-v5-strength). Diazepam through GABRA3 also resolves therapeutic for anxiety (0.20, scoring-policy-v5-strength). The runs used different scoring policies and literature cutoffs, so each is read within its own policy. These are computational outputs. They make no clinical claim or treatment recommendation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23899256
Primary Topic
Computational Drug Discovery Methods
Type
article
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article

Diazepam on two indications: a public result from the Development Plan Agent

Thomas Zheng
Zenodo (CERN European Organization for Nuclear Research)
Computational Drug Discovery Methods
article

Diazepam on two indications: a public result from the Development Plan Agent

Thomas Zheng
article en

Abstract

This technical note by Thomas Zheng (Percept Biosciences) records three assessments from Percept's Development Plan Agent (DPA), with the three HTML reports as the record. The DPA traces signed mechanistic paths through the Percept KG and scores each target and indication pair for direction and mechanistic support. Diazepam through GABRA2 resolves to a therapeutic direction for anxiety (support 0.35, scoring-policy-v2) and abstains for schizophrenia (0.00, unresolved, scoring-policy-v5-strength). Diazepam through GABRA3 also resolves therapeutic for anxiety (0.20, scoring-policy-v5-strength). The runs used different scoring policies and literature cutoffs, so each is read within its own policy. These are computational outputs. They make no clinical claim or treatment recommendation.

Zenodo (CERN European Organization for Nuclear Research)
Perceptive Engineering (United Kingdom) (GB)
Openalex Percentile: Top 16%
Computational Drug Discovery Methods
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