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This damn thing goes off every 8 seconds on everyone for random assed reasons. I spend way too much time stopping it and documenting why an elevated lactic acid is not sepsis. Someone hack epic and eliminate this annoying waste of time. Rant off.
Stop ordering lactates?This damn thing goes off every 8 seconds on everyone for random assed reasons. I spend way too much time stopping it and documenting why an elevated lactic acid is not sepsis. Someone hack epic and eliminate this annoying waste of time. Rant off.
It's pretty shocking how many docs just dump out a lactic. Unless I'm looking for ischemic bowel or my patient is likely going to ICU or or step down I'm not getting a lactic. See so many lactics ordered on healthy young pts slightly bumped from some vomiting or whatever inappropriate nonsense then your stuck for hours waiting for the repeat to normalizeStop ordering lactates?
Not to my knowledge (at least in Epic). I've been clicking 'sepsis not suspected' routinely for a long time even in septic patients that I do the entire bundle on immediately prior to clicking 'sepsis not suspected' just to get the warning to disappear.Do you get dinged if you don’t document why it’s not sepsis?
The sepsis gestapo may ding you for this as well. Mine wouldStop ordering lactates?
As above. Some places require you to (it’s a scam to call a lactic 2.1 “severe sepsis” which increases complexity index and billing for the system) and I’m guessing the people you are talking about have holdover practices from this.It's pretty shocking how many docs just dump out a lactic. Unless I'm looking for ischemic bowel or my patient is likely going to ICU or or step down I'm not getting a lactic. See so many lactics ordered on healthy young pts slightly bumped from some vomiting or whatever inappropriate nonsense then your stuck for hours waiting for the repeat to normalize
It's pretty shocking how many docs just dump out a lactic. Unless I'm looking for ischemic bowel or my patient is likely going to ICU or or step down I'm not getting a lactic. See so many lactics ordered on healthy young pts slightly bumped from some vomiting or whatever inappropriate nonsense then your stuck for hours waiting for the repeat to normalize
You ever notice the sepsis gestapo are never physicians and can't intelligently speak about the pathophysiology of sepsis?The sepsis gestapo may ding you for this as well. Mine would
As above. Some places require you to (it’s a scam to call a lactic 2.1 “severe sepsis” which increases complexity index and billing for the system) and I’m guessing the people you are talking about have holdover practices from this.
Also, takes a teeny bit of balls but you can just discharge the cbd hyperemesis patient with the lactic of 3.8 or admit the cirrhotic with a lactic of 17 billion to the floor (pending a hospitalist with a sense of reason). You just have to be right. When discharging I just document that they didn’t want to hang out for 3 more hours of fluids, that it’s obviously crap, and generally I call them next day. If they want to stay I don’t usually pry them out though, because it’s real awkward if you’re wrong.
And if you’re experiencing doubt when you consider that plan, I generally think the lactic was probably reasonable even if I wouldn’t have done it
You ever notice the sepsis gestapo are never physicians and can't intelligently speak about the pathophysiology of sepsis?
Do you get dinged if you don’t document why it’s not sepsis?
Not just the lactates is the problem. The algorithm includes a bunch of nonsense and the timer will just start automatically regardless if lactic is ordered or resulted. wbc elevated? HR elevated? etc etc etcStop ordering lactates?
It's pretty shocking how many docs just dump out a lactic. Unless I'm looking for ischemic bowel or my patient is likely going to ICU or or step down I'm not getting a lactic. See so many lactics ordered on healthy young pts slightly bumped from some vomiting or whatever inappropriate nonsense then your stuck for hours waiting for the repeat to normalize
One of my coworkers puts CC on every one of these lmaoSee so many lactics ordered on healthy young pts slightly bumped from some vomiting or whatever inappropriate nonsense then your stuck for hours waiting for the repeat to normalize
If you’re going to do more unnecessary work might as well score a few rvus…One of my coworkers puts CC on every one of these lmao
An issue with the sepsis detection algorhthm in Epic is that the sensitivity is often turned too up in the ED. For those who not familiar with it, it is not based on SIRS. It is based on a computer linear regression algorithm that plugs in hundreds of discrete data and associates it with patient that ended up with an ICD code of sepsis. So the sepsis timer is based on things (that includes vitals), but also on if a patient is getting IV antibiotics, how many IVs they have, their past medical history, labs such as lactic acid but also absolute monocyte count.
A patient that a history of cirrhosis will automatically get a high sepsis score (just by existing), and all they need in many cases is an IV and and abnormal vital and it may meet your department threshhold of sepsis score.
In fact it's easy to trigger the sepsis score after you have already identified sepsis, because by ordering fluids and IV antibiotics, you have increased their sepsis score. Which is why many times a septic patient may not trigger sepsis, but after you have identified and treated it, the sepsis alert will activate.
Soon it will become self aware.Oh dear God.
It's worse than I ever thought.
But apparently it’s an idiot. If we let it vote it will blend right into the American mainstream.Soon it will become self aware.
In theory it is actually very interesting, but in practice, has a lot of flaws. There is a UM paper on the lack of accuracy of the model in practice.
Give us the link!
External Validation of a Widely Implemented Sepsis Prediction Model in Hospitalized Patients
Basically, the current model poorly predicts sepsis and created large burden of alarm fatigue. For example it generated alarm in 18% of all hospitalized patient but missed identification of 67% of patient with sepsis.
Machine learning is magic, and the folks popping up little unicorn startups utilizing such dark magic don't want you to question it.
Fascinating work being done to examine the issues with ML models – including such interesting findings as CXR imaging ML being able to identify ethnicity from even luminance-normalised radiographs, or "healthcare support outreach" models being systematically biased against low-SES patients because they don't have any healthcare dollars spent on them.
Maybe we need DEI for machines to go to machine learning schools. Wait.... its not supposed to matter in the first place.
SEP-1 is concentrated on for several reasons:Why do they care so hard about SEP-1? It is NOT pay for performance. Margins are tight, why do they waste cash paying someone to be the sepsis czar. Is it purely to enable upcoding under the guise of “quality”?
As of earlier this year there are also now multiple reasons you can use to not give 30 ml/kg IV fluids as long as you document that reason and the alternative amount given instead. I found previously that the majority of physicians were primarily frustrated with SEP-1 because they felt like they had to give 30 ml/kg IV fluids to patients with septic shock that they felt were already fluid overloaded.Most people think SEP-1 equals requirement to give IV fluids. A 30 mL/kg fluid bolus is ONLY required for a lactate >4 OR hypotension.
You’re aren’t wrong to ‘follow the money.’ However, the one hour sepsis bundle isn’t entirely wrong either. Surprise, you give antibiotics faster to someone with a bacterial infection, they may be more likely to do better. Saltwater and pressors may also help. Sure, CVPs, cultures and bundles may be more money than medical benefit, but there is something in the muck.I suspect that regardless of the theoretical medical benefits of these ML models or the actual underlying science, things will trend toward whichever medical decisions make hospitals the most money, until/if another big non-healthcare stakeholder like the Justice Dept or whatever figures out what's going on and intervenes.
Dig: The organizations that make more money by selling more saltwater and antibiotics (for example) will use their money to get bigger and bigger. They will in time make enough money to ditch their cheap little Meditech from 1985 and buy Epic, which will allow them to fire more of these BS sepsis triggers, thus (via subconscious repetition both electronic and verbal) warping the common knowledge of terms like "severe sepsis", and thus resulting in more and more saltwater and antibiotics getting sold.
The biggest ones, like HCA, will become big enough to, by subtle and ingenius means, effectively create public policies that let them sell more saltwater and antibiotics. Eg, One-Hour Sepsis, which is now a protocol recommended by the insurer of my current little rural hospital, which has nothing to do with HCA. (Although One-Hour Sepsis is not, amazingly to my knowledge, yet recommended by my CMG USACS! At least, not until the equity to debt conversion cometh...)
The organizations that do not go this way, either because they only hire ethical and sensible docs or they have ethical and sensible policies, will not make as much money. They will also go against the grain of the big insurance and CMS and other bureaucracies, whose marching orders will be more and more created by... you guessed it... the big saltwater+antibiotics sellers.
Ultimately, those "sensible" organizations will die, so in retrospect they were not so sensible. And so the feedback will continue. Tail, dog, wag. Rich get richer, money goes to money.
I hope I am unrealistically cynical and naive about all this and someone will correct me that this is not how our medical system really operates these days.
Source: I'm pretty good at operating small-scale flywheels. I fed myself by writing and publishing scientific papers for 10 years before and during med school. In fact, by far the most important consequence of my publishing all these papers was that I was able to craft a clutch narrative that got me into med school. All expenses paid, in fact!
Folks,Machine learning is magic, and the folks popping up little unicorn startups utilizing such dark magic don't want you to question it.
Fascinating work being done to examine the issues with ML models – including such interesting findings as CXR imaging ML being able to identify ethnicity from even luminance-normalised radiographs, or "healthcare support outreach" models being systematically biased against low-SES patients because they don't have any healthcare dollars spent on them.
Not denying that for legit bacterial sepsis with a lower-case s, IVF+abx +/- Solumedrol +/- pressors are essential. But the way ¡Sepsis! (TM) is defined, legit bacterial sepsis is a needle in a haystack of all the things I am supposed to push these drugs for.You’re aren’t wrong to ‘follow the money.’ However, the one hour sepsis bundle isn’t entirely wrong either. Surprise, you give antibiotics faster to someone with a bacterial infection, they may be more likely to do better. Saltwater and pressors may also help. Sure, CVPs, cultures and bundles may be more money than medical benefit, but there is something in the muck.
You make some valid points. However, I think like a lot of physicians still miss a key basic tenet. You have to have a patient with a bacterial infection, SIRS criteria and end organ damage who is getting admitted to fall into the sepsis metric. Most 19 year olds with strep throat are going home. The metric doesn’t apply. The ones with SIRS criteria often don’t have end organ damage. Even if they have a lactate of 2.3, I’d bet most still get discharged home. The ones that meet all of the criteria are probably sick enough that they should be receiving antibiotics quickly.Not denying that for legit bacterial sepsis with a lower-case s, IVF+abx +/- Solumedrol +/- pressors are essential. But the way ¡Sepsis! (TM) is defined, legit bacterial sepsis is a needle in a haystack of all the things I am supposed to push these drugs for.
The question for me has always been how much overall harm we're doing with all the false negatives, both with first-order medical adverse effects and also with billing patients for stuff they never needed and can't afford. And the trend has been to take this decisionmaking away from doctors and turn the feds and the wolves (ie, the people who sell the products we push) into nudgers. Thus increasing the likelihood in the real world that I as a doctor will do harm.
Last I checked ~2020, there was no literature validating 1-hour sepsis over the standard 3-hour SEP-1 bundle. Does convincing literature now exist?
It scares the willies out of me if it's true that CMS will start punishing for sepsis "fallouts" in 2024. (As opposed to just punishing for failure to document all the SEP-1 stuff, as I understand they do now.) Because, if all their weaselly definitions stay the same, this increases the incentives of the bad actors (eg HCA) to act poorly to make more money. But at the same time, if CMS's apparent incentive to find ¡Sepsis! (TM) everywhere does not change, then CMS still has no obvious incentive to, eg, punish HCA nudgers/docs/whoever does the old trick of pushing saltwater+antibiotics in a 19-year old with Strep throat whose numbers happen to be randomly crunked.
Ie, without a responsible adult intelligently rethinking sepsisology, this CMS policy change would just put things even more out of balance in favor of more bigger pointlesser workups.
Sorry, I should've given more background on the actual problem. I haven't slept in a while.You make some valid points. However, I think like a lot of physicians still miss a key basic tenet. You have to have a patient with a bacterial infection, SIRS criteria and end organ damage who is getting admitted to fall into the sepsis metric. Most 19 year olds with strep throat are going home. The metric doesn’t apply. The ones with SIRS criteria often don’t have end organ damage. Even if they have a lactate of 2.3, I’d bet most still get discharged home. The ones that meet all of the criteria are probably sick enough that they should be receiving antibiotics quickly.
You usually know within 1 hour. Sure, there are often system challenges that prevent that from being accomplished. There isn’t much you can do about that other than getting involved at the local level to try to fix those challenges. I think that’s the bigger focus of the sepsis police. It’s usually not trying to micromanage physician autonomy.
The key is to understand the rules to the simple game. Then it’s easy enough to meet the metric when appropriate, and document correctly when not so that you don’t have to deliver inappropriate care.
You make some valid points. However, I think like a lot of physicians still miss a key basic tenet. You have to have a patient with a bacterial infection, SIRS criteria and end organ damage who is getting admitted to fall into the sepsis metric. Most 19 year olds with strep throat are going home. The metric doesn’t apply. The ones with SIRS criteria often don’t have end organ damage. Even if they have a lactate of 2.3, I’d bet most still get discharged home. The ones that meet all of the criteria are probably sick enough that they should be receiving antibiotics quickly.
You usually know within 1 hour. Sure, there are often system challenges that prevent that from being accomplished. There isn’t much you can do about that other than getting involved at the local level to try to fix those challenges. I think that’s the bigger focus of the sepsis police. It’s usually not trying to micromanage physician autonomy.
The key is to understand the rules to the simple game. Then it’s easy enough to meet the metric when appropriate, and document correctly when not so that you don’t have to deliver inappropriate care.
Major BS.So, you're missing one thing here (and this is the thing that really makes me mad)
Any abnormal vital sign + a bacterial infection later on discovered also counts as "sepsis present on admission" and will hose you.
I had a sepsis "fallout" for acute MI. How?
1. HR = 96 at triage.
2. EKG is a STEMI.
3. Gone to cath lab. No abx given.
4. Foley'd at some point.
5. UTI
IM ostrich writes *sepsis present upon admission*.
I'm hosed.
The stemi was from a septic embolus! /sSo, you're missing one thing here (and this is the thing that really makes me mad)
Any abnormal vital sign + a bacterial infection later on discovered also counts as "sepsis present on admission" and will hose you.
I had a sepsis "fallout" for acute MI. How?
1. HR = 96 at triage.
2. EKG is a STEMI.
3. Gone to cath lab. No abx given.
4. Foley'd at some point.
5. UTI
IM ostrich writes *sepsis present upon admission*.
I'm hosed.
Of course if IM doesn’t put that down then they get dinged for a never event (CAUTI). I’m working in a system now where we routinely fail the SEP-1 measure bundle. On review a third of the patients we fail on flag for opening a deceased pt’s chart when we go back to review the case. I feel like sepsis is still stuck in the same place it was during the EGDT days. Devoting attention and resources to sepsis improves outcomes compared to not doing so, but we don’t have a good handle on which resources and how much attention actually matters. Furthermore, the people involved in the conversation are not agnostic to the answer since their jobs largely depend on having a complicated enough algorithm that it justifies their FTEs.So, you're missing one thing here (and this is the thing that really makes me mad)
Any abnormal vital sign + a bacterial infection later on discovered also counts as "sepsis present on admission" and will hose you.
I had a sepsis "fallout" for acute MI. How?
1. HR = 96 at triage.
2. EKG is a STEMI.
3. Gone to cath lab. No abx given.
4. Foley'd at some point.
5. UTI
IM ostrich writes *sepsis present upon admission*.
I'm hosed.
Nope, not missing anything (other than perhaps your hospital/system needs your help in herding the ostriches, but sometimes it's easier to just stick your head in the sand).So, you're missing one thing here (and this is the thing that really makes me mad)
Any abnormal vital sign + a bacterial infection later on discovered also counts as "sepsis present on admission" and will hose you.
I had a sepsis "fallout" for acute MI. How?
1. HR = 96 at triage.
2. EKG is a STEMI.
3. Gone to cath lab. No abx given.
4. Foley'd at some point.
5. UTI
IM ostrich writes *sepsis present upon admission*.
I'm hosed.
I don't think its the sepsis stuff that's going to cause that. Its us mildly burnt out PCPs giving it away to every "I've had the sniffles for 3 hours fix me" patient that walks through our doors.Antibiotics resistance is gonna be a bitch in the future. Noones tracking how much damage overtreating for sepsis is doing.