“We use LLMs to conduct document reviews… so that all submissions include 100 percent of required criteria with no administrative errors”

In The Trenches · The Most Valuable A.I. Use Cases as Reported by Searchers, CEOs and Investors

Play from 14:39
14:39

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What was described

Used LLMs to review behavioral health treatment plans for contract compliance, ensuring 100 % of required criteria are met with no administrative errors before submission to insurers

Said nearby on the same subject

“It has some modest effect, about 3%, 3.5% BMI reduction. So about the same as what you can expect from intensive health behavior and lifestyle treatment”
DF
Dr. Claudia Fox
JAMA Clinical Reviews ·
Hard number 3%-3.5% BMI reduction Share this moment
“Patterns using LLM analysis… AI comes up in roughly one of five submissions”
TF
Tim Ferriss
The Tim Ferriss Show ·
Automation AI appears in roughly 20% of submissions Share this moment
“When this is delivered at a rather intense dose, that is at least 26 hours over the course of 3 to 12 months, that is referred to as IHBLT or Intensive Health Behavior and Lifestyle Treatment”
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Dr. Claudia Fox
JAMA Clinical Reviews ·
How they work 26 hours; 3-12 months; ~3% BMI reduction Share this moment
“FDA recommends sharing your protocol and statistical analysis plan before the real-world study is conducted… to ensure the analysis wasn’t cherry-picked.”
MD
Meryl Dersarkissian
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Why it worked Share this moment

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