ArticleJournal of chemical information and modeling2023
GENERA: A Combined Genetic/Deep-Learning Algorithm for Multiobjective Target-Oriented De Novo Design.
Article in Journal of chemical information and modeling, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- A Reinforcement Learning-Guided Genetic Algorithm Integrating Medicinal Chemistry-Inspired Molecular Transformations.Journal of chemical information and modeling · 2026Article
- Molecular Design with Artificial Intelligence: Progress and Perspectives for Small Molecules.Chemical reviews · 2026Review
- VeGA: A Versatile Generative Architecture for Bioactive Molecules across Multiple Therapeutic Targets.Journal of chemical information and modeling · 2025Article
- In silico methods for drug-target interaction prediction.Cell reports methods · 2025Review
- STELLA provides a drug design framework enabling extensive fragment-level chemical space exploration and balanced multi-parameter optimization.Scientific reports · 2025Article
- Transformer Decoder Learns from a Pretrained Protein Language Model to Generate Ligands with High Affinity.Journal of chemical information and modeling · 2025Article
- Navigating a 1E+60 Chemical Space of Peptide/Peptoid Oligomers.Molecular informatics · 2025Article
- Integrated biotechnological and artificial intelligence innovations for plant improvement.Frontiers in plant science · 2025Article
- Mothra: MultiobjectiveJournal of chemical information and modeling · 2024Article
- Enabling target-aware molecule generation to follow multi objectives with Pareto MCTS.Communications biology · 2024Article
- Evolutionary Multiobjective Molecule Optimization in an Implicit Chemical Space.Journal of chemical information and modeling · 2024Article
- CONSMI: Contrastive Learning in the Simplified Molecular Input Line Entry System Helps Generate Better Molecules.Molecules (Basel, Switzerland) · 2024Article
- On the difficulty of validating molecular generative models realistically: a case study on public and proprietary data.Journal of cheminformatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study introduces a new de novo design algorithm called
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.