Rationale:

it does not understand this should be a simple, routine injury

Rationale:

- Minor severity instead of moderate since no surgery involved and just an ankle sprain. - Claimant's occupation is clearly a student but industry risk category is healthcare outpatient - Adjuster notes mentioned clear liability, but litigation risk rationale mentioned disputed liability leading to misclassification - Since litigation risk was misclassified, it leads to settlement likelihood and management complexity to be misclassified as well.

Rationale:

LLM classified claimant industry risk category as healthcare outpatient instead of education.

Rationale:

it was able to appropriately use the RICE definition

Rationale:

the claim was talking about a high ankle sprain which was relevant to the unstructured data

Rationale:

it kind of is making up the price i think

Rationale:

i think it's messing up some of the prices or maybe I am not understanding them

Rationale:

it mentioned there was none for safety which i don't know is true since there was a safety harness, it just was not properly secured, so I don't know if there is a better term for this.

Rationale:

it understands everything, but like for this example, he fell when playing soccer, so I don't think there is any safety that should be involved and the LLM said unknown, and I wonder if there is a better category for this since there really isn't any safety stuff that can be included in this, it was just an accident, like he fell

Rationale:

the LLM may be hallucinating on the cost,

Rationale:

it did not include the safety harness in safety evaluation, which I think may change the category from none to something else. It's not that she wasn't using safety precautions, she just accidently fell.

Rationale:

it did not mention anything about how she feels like every day is reminder of what could have been with her wrist mobility. I don't know if we see this as important, but could it be a reason that she chooses to sue?? also, they left out the safety harness in the safety evaluation, so I don't know if that may be considered for something.

Rationale:

- Injury severity should be minor - Medical complexity should be simple - Medical complexity should be fast resolution - Risk level should be low - Experience modifier impact should be neutral

Rationale:

a lot of the moderate category should be simple and low, so it is not understanding that this is a low and easy injury compared to others so I don't think it understands that

Rationale:

it did not leave out anything important, just made up some stuff

Rationale:

- Expected development pattern should be fast resolution because claimant recovered <6 months, clear liability, and returned to full duty. LLM mentioned "expected to return to full duty soon" - For industry risk category, claimant occupation is marketing specialist not healthcare outpatient

Rationale:

it left out some important points that i think would change some categories to score less harsh, like it should be a simple accident because it was a sprain with PT only, and I don't know if the model picked up on that.

Rationale:

it left out that the surface was dangerous for the safety variable, and it had the type of accident set to moderate when this should really be simple.

Rationale:

it got the cost wrong a couple of times, so it's not interpreting something correctly because this is a pattern now

Rationale:

- Per settlement adjuster notes, total settlement recommendation is approximately $32,600 instead of $118k so ultimate cost category should be 25-50k.

Rationale:

this one has a couple hallucinations, cost and safety procedures

Rationale:

LLM mentioned ultimate cost prediction of $118,000 but no where to be found in settlement adjuster notes. Per settlement adjuster notes, the recommended settlement authority is up to $25,000.

Rationale:

the 118k is made up unless I am missing it.