ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2018
Analyzing Medication Error Reports in Clinical Settings: An Automated Pipeline Approach.
Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed.
- A pathway from fragmentation to interoperability through standards-based enterprise architecture to enhance patient safety.NPJ digital medicine · 2025Review
- Risk Management and Patient Safety in the Artificial Intelligence Era: A Systematic Review.Healthcare (Basel, Switzerland) · 2024Review
- Assessment and analysis of outpatient medication errors related to pediatric prescriptions.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2021Article
- Care Coordination Strategies and Barriers during Medication Safety Incidents: a Qualitative, Cognitive Task Analysis.Journal of general internal medicine · 2021Article
- Describing voluntarily reported fluid therapy incidents in the care of critically ill patients: Identifying, and learning from, points of risk at the national level.Exploratory research in clinical and social pharmacy · 2021Article
- Prescribing error reporting in primary care: a narrative synthesis systematic review.Integrated healthcare journal · 2020Review
- Dispensing errors in Lebanese community pharmacies: incidence, types, underlying causes, and associated factors.Pharmacy practiceArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Medication error is a severe patient safety event in the United States. Medication error reports collected by Patient Safety Organizations provide an opportunity to analyze and learn from previous errors. However, the current workflow of analyzing the error reports is labor-intensive and time-consuming. To reduce the workloads for clinicians and save time, we developed a pipeline for medication error report pre-analysis by applying automated text classification techniques. The pipeline was proven functional in two tasks, i.e., identifying the error originated stages, error types and error causes from the medication error reports, and calculating the similarity scores between the error reports for re-organization. The proposed pipeline holds promise in helping clinicians understand the nature of medication error in an error report, and better manage the error reports, which could further facilitate the prevention of medication errors in healthcare settings.
Indexed as
Identifiers
30815207PMC6371341What 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.