ArticleJournal of the American Medical Informatics Association : JAMIA
Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): architecture.
Article in Journal of the American Medical Informatics Association : JAMIA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03911687 (Communicating Narrative Concerns Entered by RNs), which is not on this map. Cited by 55 papers, 2 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.
Communicating Narrative Concerns Entered by RNs (CONCERN) Clinical Decision Support (CDS) System
Who cites it
55 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Implementing AI in Hospitals to Achieve a Learning Health System: Systematic Review of Current Enablers and Barriers.Journal of medical Internet research · 2024Pooled it
- Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital.Applied clinical informatics · 2022Pooled it
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- Decades in the Making: The Evolution of Digital Health Research Infrastructure Through Synthetic Data, Common Data Models, and Federated Learning.Journal of medical Internet research · 2024Article
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- Outcomes for patients with dementia undergoing emergency and elective colorectal surgery: A large multi-institutional comparative cohort study.American journal of surgery · 2023Article
- Stakeholder engagement infrastructure to support multicenter research networks: Advances from the clinical research networks participating in PCORnet.Learning health systems · 2023Article
- Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- The SHOnet learning health system: Infrastructure for continuous learning in pediatric rehabilitation.Learning health systems · 2022Article
- Electronic Health Record Data in Cancer Learning Health Systems: Challenges and Opportunities.JCO clinical cancer informatics · 2022Review
- Categorizing metadata to help mobilize computable biomedical knowledge.Learning health systems · 2022Article
- How can we discover the most valuable types of big data and artificial intelligence-based solutions? A methodology for the efficient development of the underlying analytics that improve care.BMC medical informatics and decision making · 2021Article
- Progress toward a science of learning systems for healthcare.Journal of the American Medical Informatics Association : JAMIA · 2021Article
- Infrastructuring an organizational node for a federated research and data network: A case study from a sociotechnical perspective.Journal of clinical and translational science · 2021Article
- Privacy-preserving statistical analyses in Learning Health Systems.Pediatric research · 2020Article
- An Analysis of the Learning Health System in Its First Decade in Practice: Scoping Review.Journal of medical Internet research · 2020Article
- Validation of an Electronic Health Record-Based Suicide Risk Prediction Modeling Approach Across Multiple Health Care Systems.JAMA network open · 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
21 authors.
Funding
Abstract
We describe the architecture of the Patient Centered Outcomes Research Institute (PCORI) funded Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS, http://www.SCILHS.org) clinical data research network, which leverages the $48 billion dollar federal investment in health information technology (IT) to enable a queryable semantic data model across 10 health systems covering more than 8 million patients, plugging universally into the point of care, generating evidence and discovery, and thereby enabling clinician and patient participation in research during the patient encounter. Central to the success of SCILHS is development of innovative 'apps' to improve PCOR research methods and capacitate point of care functions such as consent, enrollment, randomization, and outreach for patient-reported outcomes. SCILHS adapts and extends an existing national research network formed on an advanced IT infrastructure built with open source, free, modular components.
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.