ArticleJAMA2016
Moving From Clinical Trials to Precision Medicine: The Role for Predictive Modeling.
Article in JAMA, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 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
28 citing papers in PubMed.
- Trial
- An individualized decision between physical therapy or surgery for patients with degenerative meniscal tears cannot be based on continuous treatment selection markers: a marker-by-treatment analysis of the ESCAPE study.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2022Trial
- Matching depression management to severity prognosis in primary care: results of the Target-D randomised controlled trial.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021Trial
- Article
- Optimizing sample size for supervised machine learning with bulk transcriptomic sequencing: a learning curve approach.Briefings in bioinformatics · 2025Article
- AI in fungal drug development: opportunities, challenges, and future outlook.Frontiers in cellular and infection microbiology · 2025Review
- Article
- Developing predictive precision medicine models by exploiting real-world data using machine learning methods.Journal of applied statistics · 2024Article
- IMplementing Predictive Analytics towards efficient COPD Treatments (IMPACT): protocol for a stepped-wedge cluster randomized impact study.Diagnostic and prognostic research · 2023Article
- An early prediction model for canine chronic kidney disease based on routine clinical laboratory tests.Scientific reports · 2022Article
- Article
- Creating learning health systems and the emerging role of biomedical informatics.Learning health systems · 2022Article
- Making External Validation Valid for Molecular Classifier Development.JCO precision oncology · 2021Article
- Predicting 30-Day Hospital Readmission Risk in a National Cohort of Patients with Cirrhosis.Digestive diseases and sciences · 2020Article
- A nonparametric updating method to correct clinical prediction model drift.Journal of the American Medical Informatics Association : JAMIA · 2019Article
- Prognostic models will be victims of their own success, unless….Journal of the American Medical Informatics Association : JAMIA · 2019Article
- Predicting early risk of chronic kidney disease in cats using routine clinical laboratory tests and machine learning.Journal of veterinary internal medicine · 2019Article
- askMUSIC: Leveraging a Clinical Registry to Develop a New Machine Learning Model to Inform Patients of Prostate Cancer Treatments Chosen by Similar Men.European urology · 2019Article
- Tubal flushing with oil- or water-based contrast medium: can we identify markers that indicate treatment benefit?Human reproduction open · 2019Article
- Precision medicine and personalising therapy in pulmonary hypertension: seeing the light from the dawn of a new era.European respiratory review : an official journal of the European Respiratory Society · 2018Review
Corrections and comments
- Comment on
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
27115375What 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.