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Theodore Pak

@tedpak.bsky.social

Assistant Professor @ucirvine.bsky.social. Former fellow @mgh-id.bsky.social, MGH Medicine resident, Sinai MD-PhD, mghwhitebook.app creator. Posts my own. Personal site: tedpak.com

432 Followers  |  270 Following  |  48 Posts  |  Joined: 04.12.2023  |  2.0197

Latest posts by tedpak.bsky.social on Bluesky

#IDsky #Medsky πŸ§ͺ🦠

12.06.2025 11:52 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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New preprint from our lab by Rangachar Srinivasa et al:

We WGS 4 major respiratory viruses in 3 hospitals (RSV, influenza, rhinovirus, HMPV) & found silent transmission happening under the radar

Genomics uncovered hidden spread, complex transmission chains #IDSky
πŸ“„: www.medrxiv.org/content/10.1...

27.04.2025 20:55 β€” πŸ‘ 23    πŸ” 7    πŸ’¬ 3    πŸ“Œ 2

How many hospitalized patients need care in the ICU? How many of them survive? What interventions do they receive there?

These are some of the questions I had two years ago while trying to write the "background" section for my masters thesis. But I couldn't find the answers... they did not exist.

14.04.2025 21:41 β€” πŸ‘ 25    πŸ” 6    πŸ’¬ 3    πŸ“Œ 0

The amount of green on this level of evidence guiding antifungal treatment duration demonstrates nicely the research knowledge gap in this field!

#IDSky #ClinMicro #AMR @drneilstone.bsky.social

15.03.2025 11:19 β€” πŸ‘ 24    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0
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ondering how this year’s measles outbreaks compare to previous years? This chart shows that 2025 (dark purple) is already about 4x higher than this time last year (light purple), which was itself a sharp increase over 2023. The trend is alarming. Preventionβ€”including vaccinationβ€”is critical.

12.03.2025 18:29 β€” πŸ‘ 83    πŸ” 27    πŸ’¬ 0    πŸ“Œ 2

Agree that individual vs population-level goals often get conflated, to ASPs’ detriment

But even for #2, even at an individual level, a decision of which MDROs to prevent pivots on colonization burden, pathogenicity, and βˆ† harm once MDR

This still puts Staph aureus and PsA near the top of the list

09.03.2025 14:34 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

OK but then to keep going with this…

Staph aureus is just one of thousands of bacteria species in people’s noses, should we base our whole GPC coverage on it?

09.03.2025 13:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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ID - Return to Basics:

This was the 1st reported case of an adult immunocompetent host who survived measles complicated by ARDS. A 36 yo female ED nurse, unvaccinated, who was exposed to a patient w active measles in October 1989. Ten days later, she developed measles

21.01.2025 03:06 β€” πŸ‘ 34    πŸ” 15    πŸ’¬ 4    πŸ“Œ 3
Your AI can’t see gorillas – Chiraag Gohel A comparison of LLMs’ ability to perform exploratory data analysis

Your AI can't see gorillas – A comparison of LLMs' ability to perform exploratory data analysis

chiraaggohel.com/posts/llms-e...

08.02.2025 20:08 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
S1: The $6 R1 Competitor?

Clever tricks with token sampling can guide a "reasoning" LLM like Deepseek's R1 (and the many new models it is already inspiring) into <think>'ing longer, and thereby producing more accurate output

There is a lot more juice to squeeze from these kinds of models.

timkellogg.me/blog/2025/02...

05.02.2025 17:30 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Use of Machine Learning to Assess the Management of Uncomplicated UTI This cohort study examines the effectiveness and adverse event profile for first-line antibiotics, fluoroquinolones, and oral Ξ²-lactams for treating uncomplicated urinary tract infection (UTI) in cont...

New paper in JAMA Network Open!

jamanetwork.com/journals/jam...

The IDSA released their guidelines for treatment of uncomplicated UTI back in 2011. We looked at a large claims database formatted into the OMOP common data model to see whether the recommendations still hold

tl;dr They do.

(1/7)

01.02.2025 15:28 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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The removal of #HIV- and #LGBTQ-related resources from the websites of CDC and other health agencies is deeply concerning.

Access to this information is crucial for ID and HIV health care professionals.

Our full statement: https://buff.ly/42AO8LI

31.01.2025 22:27 β€” πŸ‘ 559    πŸ” 306    πŸ’¬ 14    πŸ“Œ 33

It is simply not enough for universities to say, β€œOur grants & research offices are looking into how research will be affected by the latest directive.”

University leaders must actively and very publicly make the case for the kind of work many of us do. The silence on this front is deafening.

31.01.2025 03:16 β€” πŸ‘ 12484    πŸ” 2436    πŸ’¬ 4    πŸ“Œ 183
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It appears that the CDC has removed its guidelines for contraception and STIs. www.cdc.gov/contraceptio...

31.01.2025 21:25 β€” πŸ‘ 84    πŸ” 40    πŸ’¬ 6    πŸ“Œ 3

The entire website for the NIH Office of Research on Women's Health (ORWH) is very nearly stripped bare. This is so, so devastating. orwh.od.nih.gov/research/fun...

31.01.2025 18:25 β€” πŸ‘ 983    πŸ” 621    πŸ’¬ 44    πŸ“Œ 66
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CDC removes data on sexual orientation, gender identity from website Data from an expansive federal survey on youth behavioral habits, including their sexual orientation and gender identity, have been removed from the website of the CDC.

It's one thing to take down pages talking about diversity in science.

It's another thing entirely to take down research databases that are used for observational studies.

That is exactly what it seems just happened at the CDC.

www.statnews.com/2025/01/31/c... www.statnews.com/2025/01/31/c...

31.01.2025 18:53 β€” πŸ‘ 81    πŸ” 42    πŸ’¬ 5    πŸ“Œ 2

🚨If you use public data products from the CDC or other US federal agencies 🚨

Download them NOW

[This is how I’m spending my Friday]

31.01.2025 13:02 β€” πŸ‘ 70    πŸ” 43    πŸ’¬ 4    πŸ“Œ 4

I'm just here to say for the 2nd week in a row, the CDC has not released its morbidly and mortality weekly report on schedule. Everyone who provides healthcare to patients in the US is less informed and less up to date as a direct result. This impacts negatively at the population level.

30.01.2025 17:04 β€” πŸ‘ 521    πŸ” 179    πŸ’¬ 9    πŸ“Œ 4
Let's Hope the MMWR Resumes Publication Sooner Rather Than Later To us specialists in Infectious Diseases, there are certain verities we hold near and dear to ourΒ hearts: Antibiotics are miracle drugs, but the bugs will become resistant if we don’t use them respons...

The communications pause for federal health agencies meant that the CDC couldn't publish the MMWR this week -- the first time in the publication's 60+ year history this has happened.

Unhappy about this! Getting good data published on infectious threats is critical, especially as H5N1 looms. #IDSky

25.01.2025 10:42 β€” πŸ‘ 123    πŸ” 45    πŸ’¬ 2    πŸ“Œ 4

πŸ’― The sanewashing needs to stop. Active disinformation does not deserve the grace of the "both sides" framing that legacy media eternally, fatalistically obligates itself to.

When that framing gets baked into the vocabulary of headlines and discourse, they are doing the public a disservice.

13.01.2025 16:55 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

πŸ’― The sanewashing needs to stop. Active disinformation does not deserve the grace of the "both sides" framing that legacy media eternally, fatalistically obligates itself to.

When that framing gets baked into the vocabulary of headlines and discourse, it is doing the public a disservice.

13.01.2025 16:52 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Board certified!

Glad that I'm now officially qualified to wear sunglasses while ranting about doxycycline, the definition of "FUO," and Streptococcus taxonomy controversies 😎

19.12.2024 18:38 β€” πŸ‘ 14    πŸ” 0    πŸ’¬ 5    πŸ“Œ 0

Author of the study here, happy to answer questions!

For those of you reacting: Duh! Why is this kind of study even necessary? I have a thread for you... bsky.app/profile/tedp...

05.12.2024 04:54 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Impact of removing the healthcare mask mandate on hospital-acquired COVID-19 rates Mandatory mask-wearing policies were one of several measures employed to reduce hospital-acquired SARS-CoV-2 infection throughout the pandemic. Many nations have removed healthcare mask mandates, but ...

I've seen this study. It used <1yr of data for 1 hospital, rather than 3.5yrs for 10 hospitals. IMO, it was underpowered.

The 95% CI for the primary IRR was huge (0.52–2.33). Something close to a 2x change would be falsely missed by this design.

www.journalofhospitalinfection.com/article/S019...

04.12.2024 01:24 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Author of the study here, happy to answer questions!

For those of you reacting: Duh! Why is this kind of study even necessary? I have a thread for you... bsky.app/profile/tedp...

03.12.2024 01:30 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Thanks! I agree, it’s very hard to do a masking RCT in a healthcare setting, for ethical and practical reasons. So it’s all too easy to use absence of RCTs as a strawman, despite plenty of other evidence to the contrary. And no, I don’t think I’ve had the privilege 😌

03.12.2024 01:15 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

First author here, happy to answer questions!

For those of you reacting: Duh, why was this study necessary? I have a thread for you... bsky.app/profile/tedp...

#MedSky #IDsky

02.12.2024 23:40 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

First author here, happy to answer questions!

For more, check out this thread for the backstory of the study and a walkthru of the results: bsky.app/profile/tedp... #MedSky #IDsky

02.12.2024 23:30 β€” πŸ‘ 38    πŸ” 6    πŸ’¬ 4    πŸ“Œ 0
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Testing and Masking Policies and Hospital-Onset Respiratory Viral Infections This cohort study examines the ratio between hospital- and community-onset respiratory viral infections at different levels of testing and masking from 2020 to 2024.

New: Universal masking&testing reduce hospital infections, so does staff masking

Stopping universal masking&testing led to 25% increase in respiratory viral infections
Restarting staff masking led to 33% decrease

8 out of 100 (random sample) died in the hospital
jamanetwork.com/journals/jam...

02.12.2024 21:52 β€” πŸ‘ 1391    πŸ” 531    πŸ’¬ 44    πŸ“Œ 29
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All three viruses (flu, COVID, RSV) are combined for the plotted points. The vast majority of respiratory viruses and hospital-onset cases in those two periods was COVID, so this is why the combined measure changes when the variant changes.

01.12.2024 17:08 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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