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psnet.ahrq.gov/issue/developing-and-implementing-standardized-process-global-trigger-tool-application-across-large
July 18, 2017 - Developing and implementing a standardized process for Global Trigger Tool application across a large … Developing and implementing a standardized process for global trigger tool application across a large … This study describes how a large health system used the Global Trigger Tool to identify causes of preventable … Developing and implementing a standardized process for global trigger tool application across a large
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psnet.ahrq.gov/issue/unlocking-potential-free-text-electronic-health-records-large-language-models-llm-enhancing
October 01, 2014 - Commentary
Unlocking the potential of free text in electronic health records with large … Unlocking the potential of free text in electronic health records with large language models (LLM): enhancing … This review highlights current challenges with and potential solutions for using large language models … Unlocking the potential of free text in electronic health records with large language models (LLM): enhancing
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psnet.ahrq.gov/issue/breakdowns-initial-patient-provider-encounter-are-frequent-source-diagnostic-error-among
January 23, 2019 - patient-provider encounter are a frequent source of diagnostic error among ischemic stroke cases included in a large … patient-provider encounter are a frequent source of diagnostic error among ischemic stroke cases included in a large … Using a large medical malpractice claims database, this study found that nearly half of all malpractice … patient-provider encounter are a frequent source of diagnostic error among ischemic stroke cases included in a large
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psnet.ahrq.gov/node/867342/psn-pdf
December 11, 2024 - Developing an evaluation strategy to
assess large language models for patient safety event
report analysis … Developing an evaluation strategy to assess
large language models for patient safety event report analysis … https://psnet.ahrq.gov/issue/does-one-size-fit-all-developing-evaluation-strategy-assess-large-language … This study compares four large language models (LLM) to analyze PSE reports
accurately. … Large parameter models generally
performed better than smaller models but took significantly longer
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psnet.ahrq.gov/node/60251/psn-pdf
April 22, 2020 - Exploring the association between organizational culture
and large-scale adverse events: evidence from … Exploring the Association Between Organizational Culture and
Large-Scale Adverse Events: Evidence from … https://psnet.ahrq.gov/issue/exploring-association-between-organizational-culture-and-large-scale-adverse … perceptions of organizational culture at the Department of
Veterans Affairs (VA) were associated with large-scale … cares about the employee), staff are more likely to adhere to safety practices that prevent or mitigate large
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psnet.ahrq.gov/node/866070/psn-pdf
June 05, 2024 - Large language models for preventing medication
direction errors in online pharmacies. … Large language models for preventing medication direction errors in online
pharmacies. … https://psnet.ahrq.gov/issue/large-language-models-preventing-medication-direction-errors-online-
pharmacies … Large language models (LLMs) are artificial intelligence (AI) based tools which are increasingly used … https://psnet.ahrq.gov/issue/diagnostic-accuracy-large-language-model-pediatric-case-studies
https:/
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psnet.ahrq.gov/node/867528/psn-pdf
January 15, 2025 - Developing and evaluating large language model-
generated emergency medicine handoff notes. … Developing and evaluating large language model-generated
emergency medicine handoff notes. … https://psnet.ahrq.gov/issue/developing-and-evaluating-large-language-model-generated-emergency-
medicine-handoff-notes … In this study, a large language
model (LLM) was designed and used to draft notes for handoff from the … https://psnet.ahrq.gov/issue/developing-and-evaluating-large-language-model-generated-emergency-medicine-handoff-notes
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psnet.ahrq.gov/node/866319/psn-pdf
July 17, 2024 - Performance of large language models on medical
oncology examination questions. … Performance of large language models on medical oncology
examination questions. … https://psnet.ahrq.gov/issue/performance-large-language-models-medical-oncology-examination-questions … A common way to test the accuracy and limitations of large language models (LLM) is by prompting it … https://psnet.ahrq.gov/issue/performance-large-language-models-medical-oncology-examination-questions
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psnet.ahrq.gov/node/867132/psn-pdf
November 13, 2024 - Large language model influence on diagnostic reasoning:
a randomized clinical trial. … Large language model influence on diagnostic reasoning: a randomized
clinical trial. … https://psnet.ahrq.gov/issue/large-language-model-influence-diagnostic-reasoning-randomized-clinical-trial … Large language models (LLM) offer a promising approach to improving diagnostic accuracy. … https://psnet.ahrq.gov/issue/large-language-model-influence-diagnostic-reasoning-randomized-clinical-trial
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psnet.ahrq.gov/node/866685/psn-pdf
September 11, 2024 - Evaluation and mitigation of the limitations of large
language models in clinical decision-making. … Evaluation and mitigation of the limitations of large language
models in clinical decision-making. … https://psnet.ahrq.gov/issue/evaluation-and-mitigation-limitations-large-language-models-clinical-decision … Researchers, clinicians, and other stakeholders are hopeful that integration of artificial intelligence and
large … https://psnet.ahrq.gov/issue/evaluation-and-mitigation-limitations-large-language-models-clinical-decision-making
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psnet.ahrq.gov/node/866691/psn-pdf
September 11, 2024 - Unlocking the potential of free text in electronic health
records with large language models (LLM): … Unlocking the potential of free text in electronic health records
with large language models (LLM): … https://psnet.ahrq.gov/issue/unlocking-potential-free-text-electronic-health-records-large-language-models … This review highlights current challenges with and potential solutions for using
large language models … https://psnet.ahrq.gov/issue/unlocking-potential-free-text-electronic-health-records-large-language-models-llm-enhancing
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/affinity-diagram
January 01, 2023 - Also Known As
Affinity Chart
K-J Method
Description
Affinity diagrams help to unify large … To help simplify large, complex issues into a format that is easier to manage and understand. … Place the affinity cards on a single large sheet of paper or a whiteboard. … Recommended Supplies/Materials
Large work surface
Index cards or sticky notes
Advantages
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psnet.ahrq.gov/node/852796/psn-pdf
August 23, 2023 - Women with large vessel occlusion acute ischemic stroke
are less likely to be routed to comprehensive … Women with large vessel occlusion acute ischemic stroke are less
likely to be routed to comprehensive … https://psnet.ahrq.gov/issue/women-large-vessel-occlusion-acute-ischemic-stroke-are-less-likely-be-routed … This cross-sectional study
identified gender disparities in the treatment of patients with large vessel … https://psnet.ahrq.gov/web-mm/missing-large-vessel-occlusion-stroke-patient-history-seizures
https:/
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hcup-us.ahrq.gov/reports/methods/MS2021-02-HospDist-DataSuppl.xlsx
December 06, 2021 - Large central metropolitan 150,352 9,476,906 0.00 0.00 0.00 0.00 0.01 0.03 0.05 0.10 0.14 0.39 340.33 … Large fringe metropolitan 160,809 7,495,376 0.00 0.00 0.00 0.00 0.01 0.02 0.05 0.09 0.16 0.45 340.33 … Large central metropolitan 3,442 227,556 0.00 0.00 0.00 0.00 0.01 0.03 0.06 0.21 0.21 0.24 340.33 9.91 … Large fringe metropolitan 10,138 490,470 0.00 0.00 0.00 0.00 0.00 0.01 0.03 0.05 0.07 0.21 340.33 16.38 … Large central metropolitan 23,729 1,630,172 0.00 0.00 0.00 0.00 0.01 0.03 0.06 0.09 0.11 0.24 340.33
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psnet.ahrq.gov/node/867182/psn-pdf
November 20, 2024 - Combining multiple large language models improves
diagnostic accuracy. … Combining multiple large language models improves diagnostic
accuracy. … https://psnet.ahrq.gov/issue/combining-multiple-large-language-models-improves-diagnostic-accuracy
Collective … This study
applied methods of collective intelligence to four large language models (LLM). … https://psnet.ahrq.gov/issue/combining-multiple-large-language-models-improves-diagnostic-accuracy
https
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psnet.ahrq.gov/node/866814/psn-pdf
September 25, 2024 - Accuracy of a proprietary large language model in
labeling obstetric incident reports. … Accuracy of a proprietary large language model in labeling obstetric
incident reports. … https://psnet.ahrq.gov/issue/accuracy-proprietary-large-language-model-labeling-obstetric-incident-reports … This study used the large language model (LLM) ChatGPT-3.5
in a secure environment to label a sample … https://psnet.ahrq.gov/issue/accuracy-proprietary-large-language-model-labeling-obstetric-incident-reports
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psnet.ahrq.gov/node/867746/psn-pdf
March 12, 2025 - Medical large language models are vulnerable to data-
poisoning attacks. … Medical large language models are vulnerable to data-poisoning
attacks. … https://psnet.ahrq.gov/issue/medical-large-language-models-are-vulnerable-data-poisoning-attacks
To … produce safe, accurate output, large language models (LLMs) must be trained on accurate information. … https://psnet.ahrq.gov/issue/medical-large-language-models-are-vulnerable-data-poisoning-attacks
https
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psnet.ahrq.gov/node/866243/psn-pdf
July 10, 2024 - Building a resilient patient safety culture: a large
healthcare organization's approach to systematically … Building a resilient patient safety culture: a large healthcare
organization's approach to systematically … https://psnet.ahrq.gov/issue/building-resilient-patient-safety-culture-large-healthcare-organizations … https://psnet.ahrq.gov/issue/building-resilient-patient-safety-culture-large-healthcare-organizations-approach … https://psnet.ahrq.gov/issue/building-resilient-patient-safety-culture-large-healthcare-organizations-approach
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psnet.ahrq.gov/node/858172/psn-pdf
January 01, 2024 - Quality and reporting of large-scale improvement
programmes: a review of maternity initiatives in the … Quality and reporting of large-scale improvement programmes: a
review of maternity initiatives in the … https://psnet.ahrq.gov/issue/quality-and-reporting-large-scale-improvement-programmes-review-maternity … This scoping review evaluated 15
large-scale quality improvement programs focused on intrapartum care … https://psnet.ahrq.gov/issue/quality-and-reporting-large-scale-improvement-programmes-review-maternity-initiatives-english
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psnet.ahrq.gov/node/867345/psn-pdf
December 11, 2024 - Implementation of a high-reliability organization
framework in a large integrated health care system … Implementation of a high-reliability organization framework in a
large integrated health care system … https://psnet.ahrq.gov/issue/implementation-high-reliability-organization-framework-large-integrated-health … https://psnet.ahrq.gov/issue/implementation-high-reliability-organization-framework-large-integrated-health-care-system … https://psnet.ahrq.gov/issue/implementation-high-reliability-organization-framework-large-integrated-health-care-system