ArticleFrontiers in pharmacology2023
Development and validation of a machine learning-based detection system to improve precision screening for medication errors in the neonatal intensive care unit.
Article in Frontiers in pharmacology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 3 of them syntheses that pooled it.
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, 3 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- The Effect of Artificial Intelligence in Promoting Positive Nursing Practice Environments: Mixed Methods Systematic Review.Journal of clinical nursing · 2026Pooled it
- Artificial intelligence and computational methods in the Asia-Pacific pharmacovigilance landscape: a systematic review.International journal of public health · 2026Pooled it
- Using machine learning or deep learning models in a hospital setting to detect inappropriate prescriptions: a systematic review.European journal of hospital pharmacy : science and practice · 2024Pooled it
- Effect of a Mobile App on Medication Errors During Simulated Pediatric Cardiopulmonary Resuscitation: PEDIDOSIS App vs. Conventional Methods. A Multicenter Simulation-based Randomized Controlled Trial.Journal of medical systems · 2026Trial
- Integration of artificial intelligence applications in clinical pharmacy services: A scoping review.Future healthcare journal · 2026Review
- A clinical decision support system for predicting drug-related adverse effects in pediatric patients with congenital heart disease: Development and retrospective evaluation.The Journal of international medical research · 2026Article
- Article
- Machine learning for medication error detection: a scoping review.Research square · 2026Article
- Analytical approaches for medication management for patient safety: a scoping review.npj health systems · 2025Article
- Development of a machine learning model to identify the predictors of the neonatal intensive care unit admission.Scientific reports · 2025Article
- Does artificial intelligence close gaps in clinical pharmacology in the ICU?Intensive care medicine · 2025Article
- Development and validation of a clinical score to identify hospitalised patients at high risk of drug-related problems.Journal of pharmaceutical policy and practice · 2025Article
- Digital monitoring of medication safety in children: an investigation of ADR signalling techniques in Malaysia.BMC medical informatics and decision making · 2024Article
- Effectiveness of the Pediatric Nursing Excellence Model on Nurses' Knowledge and Practice in Pediatric Orthopedic Surgery Care: A Randomized Controlled Trial.Children (Basel, Switzerland) · 2024Article
- Characterizing medication safety incidents in surgical patients: a retrospective cross-sectional analysis of incident reports.Therapeutic advances in drug safety · 2024Article
- Observational
- Artificial intelligence in the field of pharmacy practice: A literature review.Exploratory research in clinical and social pharmacy · 2023Review
- Article
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 at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.