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Risk Or, Hippocrates was wrong P. Mukherji
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Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Dec 30, 2015

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Page 1: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

RiskOr, Hippocrates was wrong

P. Mukherji

Page 2: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Primum non nocerum-HIPPOCRATES

Page 3: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

First do no harm FIRST: implies that this is a

cardinal and overarching tenet of medicine

The statement also implies that this is possible.

Page 4: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 5: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Better motto:

Please try and kill as few patients as possible, while hopefully healing and helping as many as possible.

Page 6: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Please stop me Please interrupt Please look it up

Page 7: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 8: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

91 yo WM s/p trip and fall +head injury: abrasion NT head/spine, full ROM No concerning sx, no

ASA/Coumadin

CT?

Page 9: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

RULES to help us? Canadian Head CT

NEXUS II

New Orleans Criteria

Page 10: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

To scan or not to scan?

Spin

em

all

and le

t Go.

..

Nope,

he

mig

ht get

a ..

.

0%0%

a. Spin em all and let God sort em out

b. Nope, he might get a brain tumor

Page 11: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

CT shows small SAH

SDH is

mor

e co

...

Epid

ural i

s m

o...

He

has a

n aneu

...

He

needs

ICU t.

..

He

needs

a m

on...

0% 0% 0%0%0%

a. SDH is more common in trauma

b. Epidural is more common in trauma

c. He has an aneurysm

d. He needs ICU timee. He needs a monitor

Page 12: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Pt. admitted for observation Falls off the bed(!) When transferred back to

stretcher stops breathing Regains VS, is transported to CT Stops breathing again!

Page 13: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

CT shows? C-spine is crumply at C2

CT head is clean Attending read later finds initial CT

finding to be motion artifact

Page 14: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Did we do wrong? Pt. was admitted for his own safety Harm came to patient Admission led to harm

Should we change practice? CO- vs. O-MISSION

Page 15: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Would you do it differently next time?

Hea

d CT

plea

se

How a

bout

jus.

..

0%0%

a. Head CT pleaseb. How about just

good instructions

Page 16: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Doctors are biased*

Routinely overestimate benefits of intervention

Routinely minimize risks of intervention

*Surgeons!

Page 17: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

House of God? FAT MAN’s RULE #13

“The delivery of good medical care is to do as much nothing as possible”

Page 18: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

But it’s not just about doctors We all routinely underestimate

everday risks High frequency, unlikely events

We tend to demonize and overestimate rare events Low frequency, very unlikely events

Page 19: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Did you ever fall? Over your lifetime, falling is a

significant risk

Falls in the elderly are a problem, should you be attentive to it already?

Page 20: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

What’s most likely to kill ya?

Shar

k at

tack

MRSA

Flu

Fal

l

25% 25%25%25%a. Shark attackb. MRSAc. Flud. Fall

Page 21: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Actual lifetime odds of dying Sharks: 1 in 60,453

Falls: 1 in 218

MRSA: 1 in 197

Flu: 1 in 63!

Page 22: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Risk vs. Benefit We accept the risk of anaphylaxis

when prescribing antibiotics,

AS LONG AS

We think there is some benefit to the antibiotics for the pt.

Page 23: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Overutilization? Overuse is defined by multiple

federal overseers and review boards as: Testing for which no (or minimal)

benefit to the patient exists

Page 24: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Who has prescribed Abx?

…for sinus pressure? …for cough/bronchitis? …for sore throat?

Page 25: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

31M with fever and sore throat, has exudates, tender ant. nodes, and no cough a. Bicillin shot!b. Z-packc. Rapid strep, Cx

if negd. Rapid strep, do

what is sayse. Suck it up, wuss

Page 26: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

It’s cool, you haven’t killed (Probably)

But you haven’t helped

…and you might have killed

Page 27: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Sore throats 14 million visits in U.S./yr. Steroids/NSAIDS >> Abx NO evidence that it helps abscess ONLY evidence on rheumatic heart

from worst military outbreak ever

NNT? 40,000 NNH? 5 minor rxn, 6 to recur, 2500

majorSmartem.org, David Newman, AEM 2010

Page 28: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Let’s talk about Our cognitive errors

Assessing and communicating risk

Balancing risk and intervention

Page 29: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 30: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Unintended Consequences**

Interventions ALWAYS have the potential to create unanticipated and unforeseen events Perverse

Page 31: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 32: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 33: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Every intervention/test carries RISK and UNCERTAINTY RULE #1

LAW of UNINTENDED CONSEQUENCES

We are expected to detail these risks to our patients Informed consent: risk/benefit-

uncertainty on both ends

Page 34: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Risk assessment

We suck at this

Probability of Occurrence x Impact of Risk Event

Page 35: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.
Page 36: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

We suck at probability, too. Statistics, anyone?

You test a bunch of people for HIV

1 is positive Likelihood of true positive?

Page 37: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Math! Test is 99.99% sensitive AND

specific

Out of 10,001 men, 1 has HIV

So what do you do with your positive guy?

Page 38: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Sir, your rapid test was positive, you need a repeat test but…

It’s

ver

y lik

e...

It’s

ver

y unli.

..

Pro

bable

, but .

..

Pro

bably

wro

ng

25% 25%25%25%a. It’s very likely correct

b. It’s very unlikely to be correct

c. Probable, but could be wrong

d. Probably wrong

Page 39: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Great for negatives (screen)

One pt. with HIV will be positive.

One other pt. will have a positive test.

50% chance that this is a true positive** PPV = 50% (RULE #2)

Page 40: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Testing?

On low prevalence groups leads to higher rates of false positives**

RULE #2

Page 41: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Screening Hgb A1C

Mammography

PSA

Page 42: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

PSA

Screening PSA will result in an absolute mortality reduction of 33%

Page 43: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

PSA 17 of 100 men will get a dx of CA

3 will die if untreated Treatment will save the life of 1 of

3* Treatment will kill 1 of the 17 10 of the 17 will be incontinent

and/or impotent

Page 44: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

How you present the data matters

“98.5% safety from a particular disease”

That is exactly 1 in 63, the odds that you’ll be killed by flu in your lifetime.

Page 45: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

How likely are you to pass the inservice?

50%

90%

95%

98%

99%

20% 20% 20%20%20%a. 50%b. 90%c. 95%d. 98%e. 99%

Page 46: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

You did not grow a brain that likes small or huge numbers

All your brain sees is either a really high (98%, 99%) likelihood and rounds up

or a really low (1%, 2%) and rounds down

Page 47: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Probabilities are percentages

But real numbers work MUCH better RULE #3: USE REAL NUMBERS Want someone to go home?

“98% you’re ok!” Want someone admitted?

“1 out of 50 you’re dead!”

Page 48: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

How do some docs manage risk?

TESTS We’re even told that pts. WANT tests.

Testing does not reduce legal action and might increase it

Page 49: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Every test is an additional intervention** RULE #1 Failure to follow up Failure to interpret correctly Failure to pursue to the correct test Alteration of the presenting frame Incidentaloma Radiation

Page 50: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Prevalence of incidental findings in trauma patients detected by computed tomography imaging

>3000 pts. 990 (32%) had Type I findings 1274 (41%) had Type II findings

631 incidentalomas concerning for nodules, masses

Page 51: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Incidence and Predictors of Repeated CT-PA in ED patients

Longitudinal study of 675 pts. 33% had repeat CT-PA 5% had >5 repeat CT-PA 75% had some CT scanning

Limitations: possible under-reporting

Page 52: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Don’t just stand there… Inherent predisposition to

intervening

Lack of tolerance for uncertainty

Errors of comission and omission are treated differently

Page 53: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Testing does not transfer risk

Most “high utilizers” are not driven by litigation fears

Most cite diagnostic concerns, “best for the pt.”, “don’t want to miss anything”

Page 54: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

“Not missing anything” Implies need for diagnostic

certainty Relays fears of sudden unexpected

morbidity

Outcome based practice Low risk patients may not get a dx

Page 55: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Who’s the most conservative Jacobi attdg?

Per

rera

Gru

ber

Corc

iari

Hau

ghey

Jones

Sufa

i

17% 17% 17%17%17%17%a. Perrerab. Gruberc. Corciarid. Haugheye. Jonesf. Sufai

Page 56: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Most clinically cowboyish?

Per

rera

Gru

ber

Corc

iari

Hau

ghey

Jones

Sufa

i

17% 17% 17%17%17%17%a. Perrerab. Gruberc. Corciarid. Haugheye. Jonesf. Sufai

Page 57: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

What if all the cowboyish guys worked fasttrack and main?

And the most conservative attdgs worked resus/trauma?

Page 58: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Poker, anyone?

Know thyself

Page 59: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Questions? We a low level of comfort with

uncertainty; it makes us want to do stuff

Testing low risk groups has problems

Discussion of risk and benefit (to whom and of what) is ongoing. Minimalists will win this discussion.

Page 60: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Take home We should expect much clearer

thinking about risk to our pts.

We should accept that we are responsible for both our actions and inactions, and tailor approach to pt.

Page 61: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.

Thank you

Dr. Schriger, UCLADr. Gallagher, MontefioreDr. Newman, Sinai

choosingwisely.orgTheNNT.combestbets.orgCochrane Review

@ercowboy

Page 62: Risk Or, Hippocrates was wrong P. Mukherji. Primum non nocerum -HIPPOCRATES.