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psnet.ahrq.gov/issue/impact-trained-assistance-error-rates-anaesthesia-simulation-based-randomised-controlled
January 28, 2009 - Study
The impact of trained assistance on error rates in anaesthesia: a simulation-based … The impact of trained assistance on error rates in anaesthesia: a simulation-based randomised controlled … The impact of trained assistance on error rates in anaesthesia: a simulation-based randomised controlled
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www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/quality-measures/qsrs/qsrs-aiml-presentation.pdf
January 05, 2005 - Large Language Model (LLM)
is an advanced AI system trained on
massive amounts of data to understand … 14
BERT was trained on Wikipedia, etc. … BioBERT is BERT trained on PubMed articles
FinBERT is BERT trained on financial documents
LegalBERT is … BERT trained on court records
RAG: Retrieval Augmented Generation
Embedding step: BioBERT
• Small
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www.ahrq.gov/funding/training-grants/institutional.html
December 01, 2022 - in health services research along with institutions to provide mentored career development to newly trained
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www.ahrq.gov/research/findings/final-reports/stpra/stpraexh9.html
April 01, 2018 - fails to provide patient with instructions for weight reduction
Event 142 (0.3)
Staff not well-trained … fails to provide patient with instructions for weight reduction
Event 142 (0.3)
Staff not well-trained
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www.ahrq.gov/nursing-home/resources/safe-call-now.html
June 01, 2022 - It connect healthcare workers with trained staff who understand the demands of working in a healthcare
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www.ahrq.gov/ncepcr/building-community/practice-facilitation.html
December 01, 2023 - Practice facilitators are specially trained individuals who work with primary care practices to make
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www.ahrq.gov/nursing-home/resources/infection-preventionist-training.html
April 01, 2022 - Through this program, individuals will be specially trained to effectively implement and manage an Infection
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psnet.ahrq.gov/node/866745/psn-pdf
September 18, 2024 - advancing-diagnostic-excellence-older-adults-proceedings-workshop-brief
https://psnet.ahrq.gov/issue/older-adults-are-often-misdiagnosed-specialized-ers-and-trained-clinicians-can-help … https://psnet.ahrq.gov/issue/older-adults-are-often-misdiagnosed-specialized-ers-and-trained-clinicians-can-help
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www.ahrq.gov/hai/tools/surgery/tools/surgical-complication-prevention/surgical-skinprep-audit.html
September 01, 2024 - Name: Role: Ask if trained in a protocol for skin preparation based on the product used and the manufacturer … Trained: Yes ___ No ___ Comments * Use of brand names is for identification only and does not … How many times did a trained provider perform the skin preparation this month?
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/tools/ambulatory-surgery/sections/implementation/training-tools/checklist-creating.docx
May 01, 2017 - Make sure that:
· Every time you change your tool you test it before using it
· All observers are trained … testing
Make sure that—
· Every time you change your tool you test it before using it
· All observers are trained
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www.ahrq.gov/sites/default/files/wysiwyg/nursing-home/materials/emotional-wellness-resources-qr-codes.docx
March 01, 2022 - The Substance Abuse and Mental Health Services Administration (SAMHSA)
Helpline connects you to trained … Safe Call Now connects you with trained staff who understand the demands of your job.
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave2.html
July 01, 2025 - personnel information in order to improve operating room scheduling efficiency. 12,13 These models are trained … score for stroke risk or the Wells score for pulmonary embolism, are examples of traditional ML models trained … Like traditional ML, deep learning models are trained on historical data to make predictions about new … learns from experience, the model becomes more effective at identifying the types of patterns it was trained
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www.ahrq.gov/prevention/guidelines/tobacco/clinicians/presentations/2008update-full/slide176.html
October 01, 2014 - Recommendation: All clinicians and clinicians-in-training should be trained in effective strategies
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www.ahrq.gov/practiceimprovement/delivery-initiative/abstract-holtrop.html
December 01, 2017 - Qualitatively, practices using well-trained care managers who had been integrated into operations tended … In summary, while integrated PDCM with well-trained care managers appears to be the more effective model
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psnet.ahrq.gov/web-mm/language-barrier
February 28, 2024 - Having access to trained medical interpreters or bilingual providers facilitates optimal communication … interpreters, bilingual clinicians, trained bilingual staff, translation of frequently used written … and the fewest interpreter errors occur when LEP patients and their families have access to trained … parents about the primary language spoken at home, assess English proficiency, and obtain a trained … Bilingual providers Professional translation Professional translation Trained
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www.ahrq.gov/sites/default/files/wysiwyg/nursing-home/materials/emotional-wellness-resources-electronic.docx
March 01, 2022 - healthcare-workers-first-responders
The Substance Abuse and Mental Health Services Administration (SAMHSA) Helpline connects you to trained … Safe Call Now connects you with trained staff who understand the demands of your job. https://www.safecallnowusa.org
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psnet.ahrq.gov/node/850166/psn-pdf
June 07, 2023 - of incidents as involving health information
technology (HIT) or not involving HIT by specialists trained … in HIT and patient safety and safety managers
trained in traditional methods of health safety.
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www.ahrq.gov/pcor/ahrq-pcor-trust-fund-training-projects/pcortf-tcdhs12001.html
June 01, 2018 - The expected output of these grants is trained PCOR researchers.
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www.ahrq.gov/sites/default/files/wysiwyg/antibiotic-use/long-term-care/intervention-worksheet.pdf
June 01, 2021 - • Formal review of “appropriateness” of antibiotic
prescriptions by infectious diseases–trained … Infectious-diseases trained
consultants can be pharmacists or physicians.
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digital.ahrq.gov/medical-condition/epilepsy
January 01, 2023 - Surgery Patients
Investigation of bias in an epilepsy machine learning algorithm trained … Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.