ChatGPT could be of enormous benefit to physicians.

However, there are serious ethical considerations.

A 🧵 with examples of AI-generated:

• Letter to insurance
• Personal statement
• Letter of recommendation
• Patient educational letter
• Review article

& much more Image created by Dall.E
Huge Disclaimer: I am not suggesting these should be used. But, as physicians, we will encounter or create such AI-generated content sooner or later. It is imperative we start thinking about it now.
1. Letter to insurance

I used this with minor changes, and the insurance approved the drug. I saved a few minutes typing it up

Win-Win

But, the reference was wrong. Since then, it has become common knowledge that ref can be wrong. They look real (authors, titles) but are not
Would you use AI to generate a letter to insurance?

@JRGoldstein @caseyalbin @DrJeffRatliff @OligoclonalBand
2. Personal statement

Somewhat bland but better than many PS I review and edit. I helped a resident recently, and it must have taken > 5 hours to create a PSbetween us.

This output was achieved in < 1 min.

@AMahajanMD
If PS wasn't already on coma, AI will kill it as it becomes better.

I feel ERAS will have to ask applicants to acknowledge that they did not use AI to create parts of the application.
3. Letter of recommendation

I thought this was pretty good, even if somewhat generic.

Though with more specific input, the output will get better also.

What do you think?
Would you use AI to generate a letter of recommendation, assuming it captures the essence of your intention and with minor editing?
4. Patient educational letter

The takeaway point here is to prompt the correct reading level.

The advantage is that you could modify the reading level based on the level of the patient's education.

You could generate one for the patient and another for their physician.
It would be amazing if such AI technology could be integrated with the EMR.

Would you use AI to generate an educational letter to patient (or physician)
5. Review article

Generic, lacks personality and style but not a bad start. It could be made more interesting by adding more specific prompts on tone and style.

I could see this as a brainstorming tool.

Ref are wrong

@VineetPuniaMD @drmiketodorovic
6. Abstract

The fact that it made up statistics is scary ( I have not confirmed if the results are accurate).

However, with a few more improvements, this could potentially be submitted.

There are already 4 publications with ChatGPT as coauthor
I see conferences asking applicants to acknowledge that they did not use AI to create parts of the abstract.

If you were reviewing this abstract, would you be able to tell it was AI-generated?
7. Medication titration schedule

One could have commonly used titration regimens as inbuilt template. The advantage I see is having a date specific schedule.
8. Complex medication regimen changes

I needed to change the prompt a few times but I love the final output.

This is a common scenario in my clinic.

I can see myself using a similar prompt frequently.
Many aspects could be further explored:

• Daily notes
• Teaching
• Social media content creation
• Summarization and simplification of complex topics/research
Summary:

• AI-generated content will be prevalent
• It will be difficult to discern original vs. AI-generated
• If used ethically, it has the potential to change physicians' day to day work
• Societies/companies will have to move quickly to counter such content
I plan to keep exploring AI's potential role in clinical, teaching, and academic life.

#AcademicPhysicianLife

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More from @rohitmarawar

Jan 19
I asked #Medtwitter questions about a typical clinical scenario for outpatient E/M billing.

> 180 respondents.

Shockingly, 48% to 66% of respondents answered incorrectly. ImageImageImageImage
The one that most people got wrong was the scenario of refilling medications without changes.

Any medication-related action or discussion is Level 4 in the third column,
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The results, unfortunately, prove that correct billing is still not taught well, and many physicians lack the basic skills.

Here's the original post
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2021 marked the first change in 20 years in how we billed for OUTPATIENT visits

7 major changes in the new OUTPATIENT BILLING guidelines follow.

A #tweetorial that literally makes you money 💵

#medtwitter #neurotwitter

1/
1. History & Exam does not count towards billing.

Only medical decision making (MDM) or time counts.

That does not mean no history or exam; medically appropriate history and exam is still needed,

But you don't have to obsess about 4 "qualifiers" for the chief complaint.
2. Billing by time is expanded.

Includes all activities for patient care.

Activities need to be done from midnight to midnight on the date of service.

Pro tip: Complete your note on date of service to add that time to the total time.

Can lead to a higher level of billing.
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You know what is more challenging than starting intern year?

The transition from junior resident to senior resident!

This was my personal experience and the experience of many residents I spoke to

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@JayKinariwala @MihirKakara 1. Be super-organized

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Provide realistic time that juniors will need to pre-round and complete daily tasks
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residents, and attendings who are forever residents at heart

#medtwitter
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Whether you are presenting to the attending or calling in a consult,

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Where is this going?

Are you lost?

I am!
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Pathway to Green Card via J-1 Waiver Job

#medtwittter #neurotwitter #IMG

These are the steps in chronological order 👇🏼
Disclaimer: I am not an immigration lawyer. The information below is based on my experience and personal research. Do your own research
1. Visa for employment in a J1-waiver job : H1b

Sponsored by employer

3-year commitment to working in a “healthcare underserved area”

Pro tip: the physician contract should state that the employer will sponsor a green card and start the process during the 3-year employment
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Mar 28, 2022
#Match2022 is done.

Now, what if you did not match?

First recommendation: Take a break.

No, seriously!

(Note: this thread is not about unfairness, doctor shortage, etc. Enough people are talking about it)

🧵
The last few months and possibly years you have been laser-focused on a single thing.

There is nothing you can do now that cannot wait for 1-2 weeks.

Disconnect. Recharge. Refocus

Close Twitter. Bookmark this post for later.

When you come back..
Do you still want to pursue #match2023?

Ok. Then let’s do a brutal and honest self-assessment.

Why did you not match? Chances are something is missing.

Let’s look at the non-modifiable and modifiable factors -
Read 28 tweets

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