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www.cfn-nce.ca Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary Webinar Series June 28, 2017

Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

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Page 1: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Translating Science into Better Patient Care in the ICU

Tom Stelfox, BMSc, MD, PhDUniversity of Calgary

Webinar SeriesJune 28, 2017

Page 2: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Welcome

• Q&A session

• Please submit your Qs online during presentation

• We will answer as many Qs as time permits

• Perry Kim, Manager of Research and IP, will be hosting Q&A session

2017-06-28

Carol Barrie,Executive Director

Page 3: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Reminder: Survey & Webinar

2017-06-28

• Survey will pop up on your screen after webinar • Feedback on how to improve webinar series

• Webinar slides & video available for viewing online within 1-2 days at:

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Page 4: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Reminder: Upcoming Webinars

Register at:http://www.cfn-nce.ca/news-and-events-overview/webinars/

• Wednesday, July 12, 2017 at 12 noon ETImplementing a Risk Screening Tool in Primary Care for Older Frail Adults – CFN-funded Implementation Grant Program – Paul Stolee and Jacobi Elliott, University of Waterloo

• Wednesday, July 26, 2017 at 12 noon ETiGAP‐ Improving General Practice Advance Care – CFN-funded Core Research Grant Program –Michelle Howard, McMaster University

• Wednesday, August 9, 2017 at 12 noon ETInnovation for toilet relocation to ease access for frail elderly at home & Wearable Caregiver Posture Coaching Feedback System – CFN-funded Health Technology Innovation Grant Program – Tilak Dutta, University Health Network

2017-06-28

Page 5: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

2017 CFN Interdisciplinary Fellowship Program

• Full application packages were due June 2, 2017 and the review process is near completion. Will be contacting those individuals selected to move on in the selection process mid-July.

• Please visit our website for more details: http://www.cfn-nce.ca/training/interdisciplinary-fellowship-program/2017-cfn-interdisciplinary-fellowship-program/

2017-06-28

Page 6: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

2017 Knowledge Translation Competition

• Designed to advance previously funded CFN research evidence into practice

• Intent to apply is due July 24, 2017 at 5 p.m. ET

• Please visit our website for more details: http://www.cfn-nce.ca/research-evidence/2017-knowledge-translation-grants-for-cfn-funded-research/

2017-06-28

Page 7: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Stayed Tuned - New Competition

• New competition expected to be launched late summer, details of the competition will be communicated

2017-06-28

Page 8: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

www.cfn-nce.ca

Presenter

• Associate Professor of Critical Care Medicine, Medicine and Community Health Sciences at the University of Calgary

• Scientific Director of Alberta Health Services Critical Care Strategic Clinical Network

• Received his PhD in Health Care Policy from Harvard University and his MD from the University of Alberta

• Research program focuses on the application of health services research methods to evaluate and improve the quality of health care delivery to critically ill patients

2017-06-28

Translating Science into Better Patient Care in the ICU

Tom Stelfox,BMSc, MD, PhD

Page 9: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Translating Science into Better Patient Care in the ICU

Canadian Frailty Network – June 28, 2017

Page 10: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

No disclosures or conflicts of interest

Many acknowledgements

Page 11: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Objective – Tell You a Story of Knowledge Translation

Patient case to ground us in clinical reality

Review knowledge translation – why, where, when, how

Illustrate one applied example

Page 12: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Personal Reminder Why Knowledge Translation is Important

Page 13: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

April 15, 2014

Page 14: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Help

Page 15: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

What a Great New Drug

FDA Safety CommunicationJune 11, 2013

Increased Mortality Severe Kidney Injury Risk of Bleeding

Page 16: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

What is the plan?

Page 17: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

All is Well That Ends Well?

Page 18: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

We don’t always get it right…

Improvement Opportunities?

Page 19: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

We don’t always get it right…

Improvement Opportunities? Recognize & respond to

illness

De-adopt harmful practices / adopt beneficial practices

Implement Patient & Family-Centred Care

Page 20: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

We don’t always get it right…

Improvement Opportunities? Recognize & respond to

illness

De-adopt harmful practices / adopt beneficial practices

Implement Patient & Family-Centred Care

Page 21: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Review of Knowledge TranslationWhy, Where, When, How?

Page 22: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Research Should Inform Clinical Practice

ClinicalPractice

New Practicee.g., Lytics for STEMI

Practice Updatee.g., new lytics

De-adopt Existing Practice

e.g., Flecainide MI

Discover

Replace

Reverse

Research

Page 23: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Evidence-Based Medicine

Conscientious, explicit, and

judicious use of current best evidence in

making decisions

David Sackett 1934-2015

Page 24: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Evidence-Based Medicine

Good doctors use both individual clinical expertise and the best available external evidence, and neither alone is enough...

Without clinical expertise, practice risks becoming tyrannised by evidence…

Without current best evidence, practice risks becoming rapidly out of date…

Page 25: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Translating Science into Better Care

Potential

Patient Care

Discovery

Clinical

Implementation

Sustainability

Page 26: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Knowledge Translation Facilitates Research Use

Graham J Con Ed Health Prof 2006

Page 27: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Under Use

When science shows an intervention is effective, but it is not used

E.g., strong evidence to support prophylaxis to prevent venous thromboembolism (VTE) 15% of Canadian ICU patients do not receive VTE

prophylaxis 75% do not receive the most effective form

More is better

Page 28: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Over Use

When science shows an intervention is ineffective or harmful, but it is used

E.g., Hydroxyethyl starch in critically ill patients is not helpful, may be harmful & yet it is still prescribed

Less is better than more

Page 29: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Misuse

When science shows an intervention is effective, but it isused for the wrong patients, wrong reason or wrong time

E.g., albumin is an effective therapy for select patients with liver disease, ineffective for most patients & harmful for some Many ICU patients receive albumin while many liver disease

patients do not

More for some and less for others (right treatment for right patient)

Page 30: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

17 Year Journey: Research to Clinical Practice

Limited knowledge how to implement science

Inefficient dissemination methods

Science & clinical communities operating in isolation

Inadequate assessment of cost, societal values & personal preferences

Page 31: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

JAMA Intern Med 2015; 175: 801-09

Page 32: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

The Tale of Tight Glycemic Control

Leuven I (2001)

NICE-SUGAR (2009)

Single center RCT

N = 1,548

NNT = 29 (survival)

Multi-center RCT

N = 6,104

NNH = 38 (death)

Page 33: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

What happened to patient glycemic

control?

Page 34: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Tight Glycemic Control

Page 35: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Most Common Adoption Strategies

0

10

20

30

40

50

60

70

80

90

No.

Stu

dies

Sinuff Crit Care Med 2013

Page 36: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Most Effective Adoption Strategies

0

10

20

30

40

50

60

70

80

90

No.

Stu

dies

Sinuff Crit Care Med 2013

Page 37: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Observations of Interventions from Other Areas

Passive education – limited impact Professional interventions (e.g., reminders) ~10% ∆

Closer to point of care larger impact

Financial interventions - volume of care Patient or family directed – ?quality of care? Multifaceted not better than single component Tailored not better than non-tailored

Impact modest & variable

Page 38: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Clinical Practice & Science Evolve

Page 39: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Using Science to Improve Care:A Local Experiment

Page 40: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Critical Care in Alberta

Page 41: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Which Practices to Focus on?

Page 42: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Inconsistent Scientific Findings

1. Ioannidis JAMA 2005, Prasad et al. Arch Int Med 2011, 3. Prasad et al. Mayo Clinic Proc. 2013, 4. Niven et al.

44%

46%

38%

Reproducibility of Scientific Evidence in Critical Care

47%

Presenter
Presentation Notes
Page 43: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Patient, Provider, Decision-Maker, Researcher Perspectives

Page 44: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

AUDIT

TOP 5 PRIORITIES

Reconciliation Panel3 Patients/Family Members3 Providers3 Decision-Makers

Frontline Providers1,103 providers, 16 ICUs

Patients & Families32 participants, 13 ICUs

Network Committee32 Decision-Makers

9 Priorities9 Priorities

13 Priorities

Stelfox et al. 2015Gill et al. 2016McKenzie et al. 2017

Page 45: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Opportunities for Improvement

0

10

20

30

40

50

60

70

% O

ppor

tuni

ty fo

r Im

prov

emen

t

Page 46: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Why VTE Prophylaxis?

Simple Routine Strong scientific basis

PROTECT & ePROTECT

Clinical impact – LMWH vs. UFH DVT PE HIT Major Bleeding Costs

Page 47: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Patient #1Right Radial Arterial Catheter Site

Patient #1Left Radial Arterial Catheter Site

Patient #2Right Radial Arterial Catheter Site

What Are These Lesions?

Stelfox et al. Intensive Care Med 2012

Page 48: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Barriers to VTE Prophylaxis

0 5 10 15 20 25 30 35

ICU culture

No support from MDs

No support from RNs

No support from pharmacists

Leaders with strong preferences

No clinical guidelines

Guidelines don’t recommend LMWH

Insufficient knowledge

Percentage of RespondentsSauro et al. 2017

Page 49: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Strategies for Improving VTE Prophylaxis

0 10 20 30 40 50 60 70 80

Education

Verbal reminders

Web-based reminders

Pre-set orders

Daily goals checklist

Audit & feedback

QI team

Clinical champion

Percentage of RespondentsSauro et al. 2017

Page 50: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Intervention

Page 51: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Interventions

Page 52: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Interventions

Guideline – update

Computerized order set

Education

Point-of-care reminders by pharmacists

Audit & feedback

Page 53: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Updated Guideline

YES NO

High Bleeding Risk?

Pharmacological Prophylaxis

Mechanical ProphylaxisReassess Daily

Medical-Surgical PatientDalteparin 5000 units Q24Enoxaparin 40 mg Q24

Trauma PatientEnoxaparin 30 mg Q12h

RIGHT PATIENT | RIGHT AGENT | RIGHT DOSE

Page 54: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Mechanical prophylaxis only if

patient ineligible for chemoprophylaxis

Adjusted dosing for

patients with renal failure

Adjusted dosing for

BMI Extremes

Page 55: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Education

Page 56: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Point-of-Care Reminders

PrescribersText messages during rounds

PharmacistsMedication review

NursesVTE prophylaxis

Can we use LMWH for this patient?

Page 57: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

61%

86%

70%82%

8%

3%4%29%

12%

24%4%

7%7%

12%14%

0%

20%

40%

60%

80%

100%

120%

ICU A ICU B ICU C ICU D

LMWH UFH Mechanical No prophylaxis

November 2016 ThromboprophylaxisAre all these

patients at low risk for VTE?

Is LMWH contraindicated due

to bleeding risks, HIT, or surgery in all

these patients?

RIGHT PATIENT | RIGHT AGENT | RIGHT DOSE Calculated on inpatients after 24h of admission

Page 58: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Prizes

Page 59: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

VTE Prophylaxis Data to Date

Page 60: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Process Evaluation

Is the intervention reaching the target audiences?

How is the intervention being received?

What modifications can we make to improve?

Page 61: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Renal Insufficiency

0

10

20

30

40

50

60

70

80

90

100

Pre Post Pre Post

% P

atie

nt D

ays

UFH LMWH

GFR > 30 mL/min GFR < 30 mL/min

Page 62: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Next Steps

Assess outcomes & costs – fall 2017

Look for unintended consequences

Evaluate sustainability

Determine if we can automate

Page 63: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Lessons Learned

Research impacts practice through discovery, replacement and reversal

Patients, families, providers & decision-makers are keen to participate in practice change

Focus on technologies/practices with reproducible evidence

Page 64: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Persistent Questions

When should we adopt or de-adopt a patient care practice?Magnitude of benefit/harm?Nature of the science?Cost?

Page 65: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Return to Our Case

Improving Care

Family initiated rescue

De-adopt harmful & low value practices

Partnering with patients & their families

Page 66: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Bedtime Reading

Page 67: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Acknowledgements

Mentors Sharon Straus

Collaborators Sean Bagshaw Chip Doig Kirsten Fiest Barry Kushner Dan Niven Jeanna Parsons Leigh Karolina Zjadewicz Dan Zuege Dave Zygun

Trainees Kea Archibold Kyla Brown Chloe de Grood Hasham Kamran

Research Team Jamie Boyd Rebecca Brundin-Mather Andrea Soo

Funding Agencies CFN Alberta Innovates CIHR

Page 68: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

Thank You

Page 69: Translating Science into Better Patient Care in the ICU · Translating Science into Better Patient Care in the ICU Tom Stelfox, BMSc, MD, PhD University of Calgary. Webinar Series

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Post-webinar surveySurvey will pop up on your screen after webinar

• Feedback on how to improve webinar series

Register at:http://www.cfn-nce.ca/news-and-events-overview/webinars/

• Wednesday, July 12, 2017 at 12 noon ETImplementing a Risk Screening Tool in Primary Care for Older Frail Adults – CFN-funded Implementation Grant Program – Paul Stolee and Jacobi Elliott, University of Waterloo

• Wednesday, July 26, 2017 at 12 noon ETiGAP‐ Improving General Practice Advance Care – CFN-funded Core Research Grant Program –Michelle Howard, McMaster University

2017-06-28

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