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Regenstrief Institute’s
Gopher CPOE System
2013 Update
Advances in CDS and Provider Collaboration
Jon Duke, Burke Mamlin, Doug Martin,
Blaine Takesue
A Refresher on Gopher
Debuted in 1984
A Refresher on Gopher
Rebooted in 2010
A Refresher on Gopher

Deployment 2012
Current Gopher Stats
• Average 1100 users (450 physicians) per day
• Used in 79 outpatient clinics, 335-bed
inpatient hospital, and Emergency Dept
• On average, users complete >7,000 order
sessions daily on over 3,700 patients
– 65% outpatient
– 25% inpatient
– 10% ED
Gopher Performance Monitoring
Gopher Performance Monitoring
Certifications
• Meaningful Use
– Stage 1 Certified
– Stage 2 testing next month

• Surescripts
– 10.6 certification in process
Things We Talked About Last Year
Alerting Zones and
Contextual Alerts

Alerts That Learn
Things We Talked About Last Year

Real-Time
Natural Language Processing
Things We Talked About Last Year

Google-y Chart Search
Today’s Demonstration
• Advances in Clinical Decision Support
– Preemptive and Persistent CDS
– Advanced rule-authoring

• Provider collaboration tools
– Comment Wall
– Collaborative Timeline

• Enhancing clinical data review
– Dynamic Notes
– Linked Reports
Traditional CDS
Preemptive CDS
• Deliver warnings earlier in the decision
making process
– Drug safety alerts are still largely overridden, often
inappropriately
– Physicians are hard to persuade once they’ve
committed to a treatment plan

• Preemptive CDS seeks to catch physicians in
the ‘pre-contemplation’ stage
Preemptive CDS
Preemptive CDS
Preemptive CDS
Preemptive CDS
Preemptive CDS
Persistent CDS
• Persist safety information even after alert has
been overridden
– Alerts are currently ‘out of sight, out of mind,’
disappearing immediately once overridden
– Persisting warning information may give
opportunity to reconsider the decision
– Makes state of having overridden an alert more
publicly visible
Persistent CDS
Persistent CDS
The RAVE
• The Rule Authoring and Validation
Environment is an advanced rule authoring
tool
• The RAVE is designed to facilitate a wide range
of capabilities, including decision support,
meaningful use, research, quality, and user
customization of the system
Great Artists Steal
RAVE = IFTTT for EMRs
• Can mix and match channels to create a
remarkable array of functionality without
need for programmer intervention
• Can write rules just for yourself or (with
permission) your clinic, specialty, or all users
• Rule syntax is generated automatically in a
standard rules syntax (Drools)
Patient

Alert

Chart Actions
Observation
HL7

Observation
Patient

Alert

Chart Actions
Observation
HL7

Observation
Patient

Alert

User

Chart Actions
Observation
HL7

Observation
Patient

Alert

Encounter
Chart Actions
Observation
HL7

Observation
Patient

Alert

Encounter
Chart Actions
Observation
HL7

Observation
Rule Authoring and Validation Environment
Patient

Alert

Chart Actions
Observation
HL7

Observation
Provider Collaboration
• Goal is to support better communication
across care providers
• Synchronous and asynchronous
• Facilitating patient care and physician learning
Real-Time Chat / Chart Activity Monitor
Comment ‘Wall’

Enables threaded commenting
and discussion around any data
element in the patient’s chart

Note: Production deployment of Comments pending liability review
Comments
Collaborative Timeline
Visual Timeline
Visual Timeline
Optional Sharing Across Providers
Uses NLP to Match Images
Collaborative Timeline
• Goal is to encourage providers to document
specific objectives and tasks to be shared
across the whole care team
• Next phase is to develop subscriptions to
allow providers to track changes in patient
timeline and comments
Enhanced Data Review
• Chart Search gave us speedy data lookup, but
integrating data review into the clinical
encounter remained a challenge
• Current efforts aimed at better integrating
information into the provider’s workflow
– Mini Chart Search
– Dynamic notes
– Linked Reports
Chart Search
Enhanced Chart Search
Mini Chart Search
Dynamic Notes
Dynamic Notes
• Dynamic notes is independent of author
actions
– Uses NLP to parse the note as you read it and
detects clinical concepts
– Set to show only lab tests currently
– Retrieves most recent results for display on
demand
Linked Reports
Linked Reports
Dynamic Notes and Linked Reports
• Goal is to embed data within the chart in a
form more natural to today’s users (e.g., web)
• Combines automated and manual integration
of relevant data
Demonstration
Open Source
• Regenstrief supports open source
development
• The framework underlying the new Gopher
has recently been released open source
– carewebframework.org
– github

• The full CPOE is not yet available open source
but we are working towards a deployable
version
AMA - Accelerating Change in
Medical Education (ACE)
• Problem - Gap between medical education and medical
practice is widening
• Goal - Developing and promote new methods for teaching
(educational decision support) and expose students to realworld informatics platforms
• IU project will create a teaching EMR (tEMR)
– Uses the Gopher platform
– Includes panel of de-identified patients
– Incorporates learning modules using real data
tEMR Infrastructure
Teaching EMR
tEMR
Computer Order
Entry System

Gopher

Patient
Database

“Thin” Gopher

Teaching database
10,000+ patients
INPC

Staging system
De-identifies data
Synchronizes data
Questions?
jonduke@regenstrief.org
bmamlin@regenstrief.org
btakesue@regenstrief.org

Regenstrief is hiring for faculty positions and
fellowships in Biomedical Informatics. Contact
schleyer@regenstrief.org for more information.

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Regenstrief Gopher CPOE 2013: Advances in CDS and Provider Collaboration

Editor's Notes

  1. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  2. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  3. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  4. Add back intro Timeline slide and bow up bottom
  5. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  6. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  7. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  8. Clinical Decision Support / Order Entry -- Pre-emptive alerts (also on Template) -- Viewing recent results (Admission Order Menu Medical ICU) -- ED quick orders (Weight based dosing automatically (use PEDS)) -- Med Rec for 999995 (Discharge Orders)-- Demo NLP recognition Improving Provider Collaboration (Two People)ChatTimeline – Use pt 989898, add some stuff, pull up timelineChart Search – Shared Comments and References / LinksEnhancing Chart Review / SearchSparklines and batteriesShow NLP in reports (e.g., show potassium value)Add Link to another report from your noteResearch and Quality RAVE – run through (possible local machine), create alert and showNLP pipeline builder – Blaine – open source and training EMR
  9. https://careweb-demo.regenstrief.org/CareWebDemo/