ArticleNature methods2019
Markov models-Markov chains.
Article in Nature methods, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed.
- Cost-Effectiveness Analysis of Age-Specific N-Terminal Pro-B-Type Natriuretic Peptide Thresholds for Heart Failure Diagnosis in China: Protocol for a Markov Model-Based Study.JMIR research protocols · 2026Article
- Individual differences in ethanol drinking meal structure are shaped by social environments.bioRxiv : the preprint server for biology · 2026Article
- Weighted Gene Networks Derived from Multi-Omics Reveal Core Cancer Genes in Lung Cancer.Biology · 2025Article
- Ecological risk assessment and spatial-temporal differentiation of soil and water resources in the Hefei metropolitan area.Scientific reports · 2024Article
- Exploration of the application of Grey-Markov models in the causality analysis of traffic accidents in roundabouts.PloS one · 2023Article
- Identification of reindeer fine-scale foraging behaviour using tri-axial accelerometer data.Movement ecology · 2022Article
- Modelling decay in effectiveness for evaluation of behaviour change interventions: a tutorial for public health economists.The European journal of health economics : HEPAC : health economics in prevention and care · 2022Article
- Dynamic Transitions of Pediatric Sepsis: A Markov Chain Analysis.Frontiers in pediatrics · 2021Article
- Uncovering ecological state dynamics with hidden Markov models.Ecology letters · 2020Review
- Multi-AI competing and winning against humans in iterated Rock-Paper-Scissors game.Scientific reports · 2020Article
- Markov models - hidden Markov models.Nature methods · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
31363204What 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.