ArticleF1000Research2020
Machine learning meets pK
Article in F1000Research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed.
- Predictive models for trans-stenotic pressure gradient in the transverse sinus based on multimodal correlates.Quantitative imaging in medicine and surgery · 2026Article
- Can Graph Neural Networks Understand Chemical Elements?Journal of chemical information and modeling · 2026Article
- Unifying pJournal of chemical information and modeling · 2026Article
- Benchmarking pJournal of chemical information and modeling · 2026Article
- Development of a pKa predictor (pKaLearn) by leveraging teaching experience to improve machine learning.Communications chemistry · 2026Article
- DFDD: A Cloud-Ready Tool for Distance-Guided Fully Dynamic Docking in Host-Guest Complexation.Journal of chemical information and modeling · 2026Article
- Interpretable Deep-Learning pJournal of chemical information and modeling · 2025Article
- Human-in-the-loop active learning for goal-oriented molecule generation.Journal of cheminformatics · 2024Article
- Article
- QupKake: Integrating Machine Learning and Quantum Chemistry for Micro-pJournal of chemical theory and computation · 2024Article
- GR-pKa: a message-passing neural network with retention mechanism for pKa prediction.Briefings in bioinformatics · 2024Article
- Open-Source Machine Learning in Computational Chemistry.Journal of chemical information and modeling · 2023Review
- MF-SuP-pActa pharmaceutica Sinica. B · 2023Article
- Analysis of Time-Dependent Pharmacokinetics Using In Vitro-In Vivo Extrapolation and Physiologically Based Pharmacokinetic Modeling.Pharmaceutics · 2022Article
- Protein pJournal of chemical theory and computation · 2022Article
- Improving Small Molecule pKFrontiers in chemistry · 2022Article
- Overview of the SAMPL6 pKJournal of computer-aided molecular design · 2021Article
- Machine learning meets pKF1000Research · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We present a small molecule pK
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.