Deductible not yet met, single claim
Generated from the Parity benefits engine (src/tasks/benefits-engine.ts). Gold answer is the engine's output, not a hand-keyed figure. Trap under test: Baseline. Member pays the whole allowed amount because it lands entirely inside the deductible.
Field mean
100.0
across 28 models
Models scoring 100
28
of 28
Models scoring 0
0
of 28
What the model was given
PLAN DOCUMENT — Bluebonnet PPO 1500 (synthetic)
Plan year: 2026-01-01 through 2026-12-31. All amounts are per plan year.
Deductible
Individual (in-network) ................ 1500.00
Family (in-network) .................... 3000.00
Structure .............................. EMBEDDED — an individual satisfies the individual deductible on their own; the family deductible is also satisfied once total family credits reach the family amount, whichever comes first.
Out-of-network (individual) ............ 3000.00
In-network and out-of-network deductible credits accumulate to a SINGLE member
deductible balance. The amount above is the threshold that balance is measured
against when the service is out-of-network.
Out-of-pocket maximum
Individual (in-network) ................ 6000.00
Family (in-network) .................... 12000.00
Individual (out-of-network) ............ 12000.00
Once a member reaches the out-of-pocket maximum the plan pays 100% of the
allowed amount for covered services for the remainder of the plan year.
Member cost share
Coinsurance after deductible, in-network ......... 20% member / 80% plan
Coinsurance after deductible, out-of-network ..... 40% member / 60% plan
Primary care office visit ........................ 30.00 copay
Specialist office visit .......................... 60.00 copay
Urgent care ...................................... 75.00 copay
Emergency room ................................... 400.00 copay, WAIVED if the visit results in an inpatient admission, in which case the visit is subject to the deductible and coinsurance
Generic retail pharmacy .......................... 15.00 copay
Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum.
Preventive care
In-network preventive services required to be covered without cost share are
paid at 100% of the allowed amount and are not subject to the deductible,
coinsurance, or a copay.
Basis of payment
Member cost share is calculated from the ALLOWED amount. Amounts billed above
the allowed amount are not the member's responsibility for in-network services.MEMBER ACCUMULATORS as of the moment before Claim 1
Member deductible credited year to date ... 0.00
Member out-of-pocket credited year to date 0.00
Family deductible credited year to date ... 0.00
Family out-of-pocket credited year to date 0.00
CLAIMS (adjudicate in the order listed)
Claim 1 — 2026-05-14
Service ......... Outpatient MRI, lumbar spine, in-network
Network ......... In-network
Billed charge ... 1786.00
Allowed amount .. 940.00
Report the required fields for Claim 1.json{
"kind": "fields",
"tolerance": 0.011,
"fields": {
"member_responsibility": 940,
"plan_paid": 0,
"deductible_applied": 940,
"copay_amount": 0,
"coinsurance_amount": 0,
"ending_member_deductible": 940,
"ending_member_oopm": 940
}
}Every model's answer
Sorted by score. Open a row for the response and, where the vendor exposes it, the reasoning behind it.
100Claude Fable 5.1 · Anthropic8.7s · 165 out | 4.3s · 188 out | 5.6s · 203 out
Allowed 940.00, deductible remaining 1500.00 → all 940.00 applied to deductible. No copay, no coinsurance.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Claim 1: MRI in-network, allowed 940.00. Deductible remaining 1500.00, so full 940.00 applies to deductible. No coinsurance, no copay. Plan paid 0.00.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Claim 1: allowed 940.00, deductible remaining 1500.00, so all 940.00 applies to deductible. Member pays 940.00; plan pays 0.00. Deductible accumulator 940.00; OOPM accumulator 940.00.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3.7 Flash · Google4.9s · 643 out | 5.5s · 732 out | 7.0s · 645 out
Reasoning · 526 tokens
**Reviewing Claim 1**
I'm currently examining Claim 1 under the Bluebonnet PPO 1500 plan. My focus is on determining its adjudication status, considering the individual in-network deductible of $1500.00 and an out-of-pocket maximum of $6000.00.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 615 tokens
**Analyzing Claim 1**
I'm currently focused on adjudicating Claim 1, specifically examining how the Bluebonnet PPO 1500 plan's deductible and out-of-pocket maximum apply. The in-network individual deductible is $1500, with an OOPM of $6000. My next step is to determine the coinsurance calculation after the deductible is met.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 528 tokens
**Analyzing Claim 1**
I'm currently focused on adjudicating Claim 1, specifically the outpatient MRI for the lumbar region. I'm reviewing the provided details against the Bluebonnet PPO 1500 plan to determine coverage, considering the in-network deductible and out-of-pocket maximums.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.5 · OpenAI2.7s · 181 out | 3.3s · 202 out | 2.3s · 200 out
Reasoning · 86 tokens
**Evaluating claim details**
I need to output a JSON that’s well-structured. I have to adjudicate whether the MRI is in-network, which is important because it affects the copay and how deductibles and coinsurance apply. The deductible of $1,500 remains, with an allowed amount of $940 that goes toward it. The out-of-pocket maximum involves that same $940. I’ll ensure the JSON reflects the exact numbers, using a format that clearly shows 940.00 as a numeric literal.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.6 Sol · OpenAI3.0s · 132 out | 2.4s · 133 out | 2.9s · 131 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 38 tokens
**Clarifying deductible representation**
I need to ensure the deductible amount of $940 is represented correctly in the member's plan. The ending deductible or out-of-pocket maximum should also be $940. I noticed that the JSON representation might have an issue with displaying numbers, especially if it needs two decimal places. So, I want to address that to ensure consistency in how the numbers are shown, particularly formatting it as “940.00” instead of simply “940.”json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 36 tokens
**Calculating deductible for members**
I need to calculate the deductible for all 940 members under plan 0, ensuring both 940 and the accumulation are included in the calculations. It looks like the data should be in a JSON format, and I want to double-check that the numbers come out to 940.00 to ensure everything renders as valid. It’s essential to keep everything accurate here!json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Grok 4.6 · xAI11.7s · 676 out | 10.5s · 651 out | 7.0s · 461 out
Reasoning · 582 tokens
The problem is about benefit adjudication for a health plan. I need to adjudicate claims and report specific JSON fields for the FINAL claim. There's only one claim listed.
{
"claimId": "Claim 1 — 2026-05-14",
"service": "Outpatient MRI, lumbar spine, in-network",
"network": "In-network",
"billedCharge": 1786.00,
"allowedAmount": 940.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 566 tokens
The problem is about benefit adjudication for a health plan. I need to adjudicate Claim 1 and report the fields for the FINAL claim, which is Claim 1 since there's only one.
**Claim 1 adjudication:**
- Member deductible credited YTD: 0.00
- Member out-of-pocket credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family out-of-pocket credited YTD: 0.json{"member_responsibility": 940.00, "plan_paid": 0.00, "deductible_applied": 940.00, "copay_amount": 0.00, "coinsurance_amount": 0.00, "ending_member_deductible": 940.00, "ending_member_oopm": 940.00}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 367 tokens
The user wants me to adjudicate claims based on the plan document and report JSON for the final claim. There's only one claim.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Grok 4.5 · xAI5.0s · 325 out | 5.2s · 303 out | 5.6s · 367 out
Reasoning · 231 tokens
The task is to adjudicate Claim 1 and report the required fields for the FINAL claim, which is Claim 1 since there's only one.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 209 tokens
The task is to adjudicate Claim 1 and report the required fields for the FINAL claim, which is Claim 1 since there's only one.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 273 tokens
The task is to adjudicate Claim 1 and report the required fields for the FINAL claim, which is Claim 1.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3.1 Pro · Google11.1s · 987 out | 10.7s · 917 out | 9.5s · 742 out
Reasoning · 870 tokens
**Adjudicating Claim 1 for the Bluebonnet PPO 1500 Plan (2026)**
Alright, let's walk through how I'm processing this first claim, Claim 1, for the Bluebonnet PPO 1500 plan in 2026. My goal here is to accurately determine the member's responsibility and the plan's payment based on the provided plan document and the starting accumulator balances.
First, I'm reviewing the core plan details: the individual in-network deductible is $1500, and the out-of-pocket maximum (OOPM) is $6000. Coinsurance is set at 20% for the member and 80% for the plan, kicking in *after* the deductible has been met.
Now, let's look at the starting accumulators for the member. Both the individual deductible and OOPM YTD are at zero. The family deductibles and OOPMs are also zero, but for this individual claim, I'm focusing on the individual accumulators.
Claim 1 itself is for an outpatient MRI of the lumbar spine, a service rendered in-network on May 14, 2026. The billed amount was $1786, but importantly, the *allowed* amount is $940. This allowed amount is what we base our calculations on.
My process for adjudicating this claim goes like this:
1. **Service Cost Share Determination:** I need to figure out how this outpatient MRI is covered. I'm checking the plan's copay schedule. The MRI isn't listed as a copay service (like primary care, specialist, urgent care, ER, or generic retail pharmacy). Therefore, I know it's subject to the standard deductible and coinsurance structure.
2. **Deductible Check:** The individual in-network deductible is $1500, and my current member deductible YTD is $0. The remaining deductible is therefore $1500.
3. **Applying the Allowed Amount to Deductible:** The allowed amount for the service is $940. Since this amount ($940) is less than the remaining deductible ($1500), the entire allowed amount will be applied directly to the deductible.
* So, I'm applying $940.00 to the deductible.
* This leaves $0.00 of the allowed amount remaining after the deductible has been met for this service.
4. **Coinsurance Calculation:** Coinsurance only applies *after* the deductible is met. Since there's $0.00 of the allowed amount remaining after applying it to the deductible, the coinsurance is 20% of $0.00, which equals $0.00.
5. **Copay Calculation:** As established, this service is not a copay service, so the copay amount is $0.00.
6. **Total Member Responsibility:** Now I sum up the components of the member's financial obligation: Deductible applied ($940.00) + Coinsurance ($0.00) + Copay ($0.00) = $940.00. This is the total the member will be responsible for.
7. **OOPM Check:** The member's OOPM YTD was $0.00. After adding the member responsibility of $940.00, their OOPM YTD becomes $940.00. This is well below the individual OOPM limit of $6000, so the OOPM limit is not triggered by this claim.
8. **Plan Paid Amount:** The plan's payment is the allowed amount minus the member's responsibility. In this case, it's $940.00 (allowed) - $940.00 (member responsibility) = $0.00. The plan pays nothing for this particular service as it's fully absorbed by the member's deductible.
9. **Updating Accumulators:** Finally, I need to update the member's accumulators going forward.
* The Member Deductible will now be the starting $0.00 plus the $940.00 applied, totaling $940.00.
* The Member OOPM will be the starting $0.00 plus the $940.00 member responsibility, also totaling $940.00.
Before finalizing, I'm doing a quick double-check. Yes, the outpatient MRI is indeed covered under coinsurance after the deductible, not a copay. The allowed amount of $940 is less than the $1500 deductible, so it all goes to the deductible. The member pays the full allowed amount ($940), and the plan pays nothing ($0). The ending member deductible and OOPM are correctly updated to $940.00.
Everything seems consistent and accurate based on the plan rules and the claim details.
Therefore, the output should reflect:
* member_responsibility: 940.00
* plan_paid: 0.00
* deductible_applied: 940.00
* copay_amount: 0.00
* coinsurance_amount: 0.00
* ending_member_deductible: 940.00
* ending_member_oopm: 940.00
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 800 tokens
**Adjudicating an Outpatient MRI Claim: A Step-by-Step Thought Process**
Alright, my task here is to figure out how to adjudicate this one claim, making sure to reference the plan document and the member's accumulators. I need to calculate the member's responsibility and what the plan will pay for this outpatient MRI.
First, I'm looking at the member's current status. Their Deductible Year-to-Date (YTD) is $0.00, and their Out-of-Pocket Maximum (OOPM) YTD is also $0.00. This is a clean slate, which simplifies things initially.
Now, let's break down the claim itself. It’s for an Outpatient MRI of the lumbar spine, dated May 14th, 2026. It’s an in-network service. The billed charge was $1,786.00, but the allowed amount, which is what we actually consider for adjudication, is $940.00.
My next step is to consult the plan document for the cost-share rules. I see specific copays listed for things like primary care visits ($30), specialist visits ($60), urgent care ($75), and the ER ($400). I also see a copay for generic retail pharmacy ($15). However, there’s no specific copay listed for an Outpatient MRI. In such cases, the plan dictates that it falls under the general "Coinsurance after deductible, in-network" rule, which is a 20% member responsibility and 80% plan responsibility.
I need to know the plan's deductible and OOPM limits for an in-network individual. The plan document states the individual deductible is $1,500.00, and the individual OOPM is $6,000.00.
Now, let's apply these to the allowed amount of $940.00.
The amount subject to the deductible is the full allowed amount, $940.00.
Since the member's YTD deductible is $0.00, and the allowed amount of $940.00 is less than the remaining deductible ($1,500.00 - $0.00 = $1,500.00), the entire allowed amount will go towards satisfying the deductible.
So, the deductible applied for this claim is $940.00.
With the entire allowed amount applied to the deductible, there's $0.00 remaining of the allowed amount to be considered for coinsurance. Therefore, the coinsurance amount is $0.00.
Similarly, since the service isn't subject to a copay and the deductible is being applied, the copay amount is $0.00.
This means the Total Member Responsibility for this claim is $940.00. Consequently, the Total Plan Paid is $0.00, as the entire allowed amount was consumed by the member's deductible.
Now, I need to update the member's accumulators.
Their ending Member Deductible will be their starting deductible ($0.00) plus the deductible applied ($940.00), totaling $940.00.
Their ending Member OOPM will be their starting OOPM ($0.00) plus the total member responsibility for this claim ($940.00), also totaling $940.00.
Let me do a quick double-check to ensure everything aligns.
The allowed amount is $940.00.
No specific copay for an outpatient MRI, so it reverts to coinsurance *after* deductible.
The deductible is $1,500.00. The allowed amount ($940.00) is less than the deductible, and the member hasn't met any of it yet. So, the member pays the full $940.00 towards their deductible.
The plan pays nothing ($0.00) for this claim.
The member's OOPM is now $940.00.
This all seems consistent.
Finally, I need to format the output with the required keys and ensure the values have exactly two decimal places as raw numbers, in JSON format.
The required keys are: "member_responsibility", "plan_paid", "deductible_applied", "copay_amount", "coinsurance_amount", "ending_member_deductible", and "ending_member_oopm".
Based on my calculations:
"member_responsibility": 940.00
"plan_paid": 0.00
"deductible_applied": 940.00
"copay_amount": 0.00
"coinsurance_amount": 0.00
"ending_member_deductible": 940.00
"ending_member_oopm": 940.00
Everything looks solid based on the plan document and the claim details. The rule for "Coinsurance after deductible, in-network... 20% member / 80% plan" is correctly applied by first satisfying the deductible with the full allowed amount. The starting accumulators were zero, and the allowed amount of $940.00 is less than the $1,500.00 deductible. Therefore, the member pays $940.00 towards the deductible, and nothing is left for coinsurance or copay. The ending accumulators reflect this application.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 625 tokens
**My Thought Process for Adjudicating Claim 1**
Alright, the task at hand is to precisely determine the benefit adjudication for Claim 1, considering the specifics of the Bluebonnet PPO 1500 plan. As an expert in this domain, I need to meticulously trace how this claim interacts with the existing member accumulators and the plan's cost-sharing rules.
First, I'll establish the starting point for the member's financial responsibility. Before Claim 1, the member's individual deductible year-to-date (YTD) is $0.00, and their out-of-pocket maximum (OOPM) YTD is also $0.00. Similarly, the family's accumulators are at $0.00. This clean slate is crucial for my calculations.
Now, let's dissect Claim 1 itself: it's for an outpatient MRI of the lumbar spine, and importantly, it's an in-network service. The billed charge is $1786.00, but the allowed amount, which is what the plan will consider for cost-sharing, is $940.00.
Next, I'll review the relevant cost-sharing rules for this plan. For in-network services, the individual deductible is $1500.00, and the individual OOPM is $6000.00. The coinsurance structure, applicable after the deductible is met, is 20% for the member and 80% for the plan. I also note that there isn't a specific copay designated for an outpatient MRI in this plan's structure; thus, it will be subject to the standard deductible and coinsurance framework.
Now, I can proceed with calculating the member's cost share for Claim 1. The allowed amount for the service is $940.00. The member's current individual deductible YTD is $0.00. Therefore, the remaining individual deductible is $1500.00 (the full deductible) minus $0.00, which equals $1500.00. Since the allowed amount of $940.00 is less than the remaining deductible of $1500.00, the *entire* allowed amount will be applied towards satisfying the deductible. This means $940.00 is applied to the deductible. Consequently, there's no copay applied ($0.00), and no coinsurance is calculated or applied at this stage ($0.00) because the deductible hasn't been met yet.
Summing this up, the total member responsibility for Claim 1 is $940.00 (which is the deductible amount applied). The total plan paid, therefore, is $0.00.
Finally, I need to update the member accumulators based on this adjudication. The member's deductible YTD will increase by the amount applied to the deductible: $0.00 + $940.00 = $940.00. Similarly, the member's OOPM YTD will also increase by the amount paid by the member towards this claim: $0.00 + $940.00 = $940.00.
To ensure accuracy and completeness, I'll review the specific output fields required:
* `member_responsibility` will be $940.00.
* `plan_paid` will be $0.00.
* `deductible_applied` will be $940.00.
* `copay_amount` will be $0.00.
* `coinsurance_amount` will be $0.00.
* `ending_member_deductible` will be $940.00.
* `ending_member_oopm` will be $940.00.
I've double-checked that the service type, "Outpatient MRI, lumbar spine, in-network," correctly falls under the standard deductible and coinsurance framework, as it's not a service with a specific copay like primary care, specialist visits, urgent care, emergency room, or generic retail pharmacy prescriptions. The member is indeed paying the full allowed amount towards their deductible, thus fulfilling the member responsibility and leaving the plan to pay nothing for this specific claim. Everything aligns perfectly.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Opus 5 · Anthropic2.6s · 166 out | 2.8s · 168 out | 2.8s · 166 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3 Flash · Google10.4s · 1,266 out | 10.7s · 1,329 out | 10.9s · 1,235 out
Reasoning · 1,149 tokens
**My Thought Process on This Outpatient MRI Claim**
Alright, let's break down this Bluebonnet PPO 1500 plan for 2026 and figure out how this outpatient lumbar spine MRI will be handled. I'm looking at a plan with a $1500 individual deductible and a $6000 individual out-of-pocket maximum (OOPM), both in-network. The structure is "embedded," which means individual deductibles and OOPMs apply before family ones kick in. For in-network services, it's 20% coinsurance after the deductible is met. Preventive care is 100% covered, and there's an ER copay, but neither of those applies here. Office visits have specific copays ($30 for primary, $60 for specialist, $75 for urgent care), and importantly, these copays don't count towards the deductible but *do* count towards the OOPM.
Currently, the member's YTD deductible and OOPM are both $0, as is the family's.
The service is an outpatient MRI of the lumbar spine, and it's in-network. The allowed amount is $940, and the billed amount of $1786 is irrelevant for calculating my cost share.
First, I need to determine *how* this service is covered. Is it preventive? No. Is there a specific flat copay listed for outpatient MRIs? No, the plan only lists copays for specific types of office visits and the ER. Therefore, this service falls under the standard in-network coverage: deductible and then coinsurance.
My current member deductible is $0, and the limit is $1500. The remaining deductible is $1500. The allowed amount for this claim is $940. Since $940 is less than the remaining deductible of $1500, the entire allowed amount will be applied directly to the deductible.
So, the deductible applied will be $940. This leaves $0 of the allowed amount remaining to be subject to coinsurance. My coinsurance responsibility will be 20% of $0, which is $0. There's also no copay for this service.
Therefore, my total member responsibility for this claim is the deductible applied ($940) plus coinsurance ($0) plus copay ($0), totaling $940.
The plan, in this instance, paid $0 because the entire allowed amount was applied to my unmet deductible.
After this claim, the member's deductible will be updated. The new member deductible will be the previous $0 plus the $940 applied, making it $940. Similarly, the new member OOPM will be $0 plus the $940 that was applied (since the deductible is part of the OOPM responsibility), also making it $940. The family deductible and OOPM will also be updated to reflect this $940 charge.
Looking back over my logic, the plan year is correct. The cost share is indeed based on the allowed amount. The $940 is applied to both the deductible and OOPM as it's the initial cost incurred. Coinsurance only kicks in *after* the deductible is fully met. My initial assessment seems sound, especially after confirming that an MRI isn't a specifically listed copay service and therefore falls under the standard deductible/coinsurance structure. The fact that the allowed amount is less than the deductible means the entire allowed amount goes toward meeting that deductible, and no coinsurance is triggered yet. The final output of $940 member responsibility, $0 plan paid, $940 deductible applied, $0 copay, $0 coinsurance, and an ending member deductible and OOPM of $940 each, looks correct.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,212 tokens
**My Thought Process on Processing an Outpatient MRI Claim**
Alright, let's break down this outpatient MRI claim. I'm working with the Bluebonnet PPO 1500 plan for 2026, and this particular individual has an in-network deductible of $1,500 and an out-of-pocket maximum (OOPM) of $6,000. The coinsurance structure is a standard 20% for me, the member, and 80% for the plan, kicking in *after* the deductible is met. I need to be mindful that copays, if they were applicable here, don't count towards the deductible but *do* count towards the OOPM.
The service in question is an outpatient MRI of the lumbar spine, performed in-network on May 14, 2026. The provider billed $1,786, but the allowed amount, after negotiations or contracted rates, is $940. Crucially, before this claim, the member's deductible was at $0, and their OOPM was also at $0.
Now, I need to figure out how this $940 allowed amount is applied. The first thing to consider is the deductible. Since the remaining deductible is $1,500 ($1,500 - $0 starting deductible) and the allowed amount of $940 is less than that remaining deductible, the entire $940 will be applied directly to the deductible.
This means $940 of the deductible has now been met. Consequently, there's no remaining allowed amount for coinsurance to apply to ($940 allowed - $940 applied to deductible = $0). And since there are no flat copays for MRIs in this plan, that's also $0.
Therefore, my total member responsibility for this specific claim is the $940 applied to the deductible, plus $0 for copays and $0 for coinsurance, totaling $940.
What does this mean for the plan's payment? Since I'm responsible for the entire allowed amount of $940, the plan pays $0 ($940 allowed - $940 member responsibility).
Finally, I need to update the member's progress towards their financial limits. The deductible credited for this claim is the $940 that was applied. Similarly, since the entire allowed amount was applied to the deductible, and deductibles do *not* count towards OOPM in this specific scenario (though other costs might), the OOPM credited is also $940.
Let me just do a quick double-check. The allowed amount is $940. The deductible is $1,500. The claim is in-network. My responsibility is $940, which is applied to the deductible. The plan pays $0. My ending deductible balance is $940 ($0 + $940), and my ending OOPM balance is also $940 ($0 + $940). This all aligns.
I also re-verified that an outpatient MRI isn't a flat copay service; it's clearly defined within the coinsurance structure that applies after the deductible. Since the deductible hadn't been met, I'm responsible for the full allowed amount up to the deductible limit. The allowed $940 is indeed less than the $1,500 deductible, so I pay $940, and the deductible is satisfied by that amount. No coinsurance is triggered yet, and the plan pays nothing. The math checks out.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,118 tokens
**Navigating the Nuances of a Bluebonnet PPO 1500 Claim**
Here's how I'm thinking through this claim for an outpatient lumbar spine MRI, specifically within the Bluebonnet PPO 1500 plan.
My primary goal is to accurately determine the member's financial responsibility and how this service impacts their deductible and out-of-pocket maximum (OOPM).
First, I need to establish the plan's parameters. I'm looking at the Bluebonnet PPO 1500, which has an individual deductible of $1500 and an individual OOPM of $6000, both in-network. The in-network coinsurance structure is 20% for the member and 80% for the plan, kicking in *after* the deductible has been met. It's important to note that copays, which are fixed amounts for specific services (PCP, Specialist, Urgent Care, ER, Generic Pharmacy), do not count towards the deductible but *do* count towards the OOPM.
The specific service here is an outpatient MRI, which is in-network. The billed charge is $1786.00, but the crucial figure is the allowed amount, which is $940.00. At this point, my accumulators for the member are $0.00 for both deductible and OOPM.
My process unfolds in a few distinct steps:
1. **Deductible Applicability:** I need to determine if this MRI service is subject to the deductible. The plan details don't list specific copays for MRIs, nor is it listed as a preventive service. Therefore, it falls under the standard "coinsurance after deductible" rule. The allowed amount for this MRI is $940.00.
2. **Deductible Application:** My next step is to apply this allowed amount to the deductible. The individual deductible is $1500.00. Since the current deductible accumulator is $0.00 and the allowed amount of $940.00 is less than the $1500.00 deductible, the *entire* allowed amount will be applied towards meeting the deductible. This means the remaining deductible to be met is $1500.00 - $940.00 = $560.00.
3. **Member Coinsurance and Plan Paid Calculation:** Because the full allowed amount was absorbed by the deductible, there's no remaining amount to apply coinsurance to. Thus, the coinsurance percentage is 0%. The member's responsibility for this claim, therefore, is solely the deductible amount applied, which is $940.00. Consequently, the plan pays $0.00 for this service, as the allowed amount was fully covered by the member's out-of-pocket deductible contribution. The calculation is: Member Responsibility = Deductible ($940.00) + Copay ($0.00) + Coinsurance ($0.00) = $940.00. Plan Paid = Allowed Amount ($940.00) - Member Responsibility ($940.00) = $0.00.
4. **Accumulator Updates:** Finally, I update the member's accumulators.
* The member's deductible accumulator increases by the amount applied: $0.00 + $940.00 = $940.00.
* The member's OOPM accumulator also increases by the amount paid by the member, which in this case is the $940.00 applied to the deductible: $0.00 + $940.00 = $940.00.
So, to summarize the financial outcomes for this claim:
* The member's responsibility is $940.00.
* The plan paid $0.00.
* The deductible applied to this claim is $940.00.
* No copay was applicable for this service.
* No coinsurance was applied.
* The member's deductible accumulator now stands at $940.00.
* The member's OOPM accumulator now stands at $940.00.
I've double-checked that MRIs don't have a specific copay listed in this plan, and they indeed fall under the deductible and coinsurance structure when not specifically exempted or assigned a copay. This reinforces my conclusion that the entire allowed amount applies to the deductible first.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Kimi K3 · Moonshot18.4s · 313 out | 32.6s · 341 out | 11.4s · 335 out
Reasoning · 213 tokens
Let me work through this benefit adjudication.
Claim 1: Outpatient MRI, lumbar spine, in-network.
- Billed: 1786.00
- Allowed: 940.00
- Member deductible YTD: 0.00, individual deductible 1500.00 (embedded).
MRI is not an office visit, urgent care, ER, or pharmacy — so no copay. It's subject to deductible and coinsurance.
Deductible remaining: 1500.00. Allowed 940.00 goes entirely to deductible. Member pays 940.00, plan pays 0.00.
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00 (deductible payments count toward OOPM)json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 0 tokens
Let me work through this.
Plan: Bluebonnet PPO 1500. In-network individual deductible 1500.00, embedded. Coinsurance after deductible: 20% member / 80% plan in-network.
Claim 1: Outpatient MRI, in-network, allowed 940.00. No copay category applies (MRI isn't in the copay list). Deductible accumulator is 0.00.
Deductible applies first: min(940, 1500 remaining) = 940.00 deductible applied. Coinsurance = 0. Member responsibility = 940.00, plan paid = 0.00.
Ending member deductible = 940.00. Ending member OOPM = 940.00 (deductible credits OOPM).
All fields:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 230 tokens
Let me work through this.
Plan: Bluebonnet PPO 1500, individual in-network deductible 1500.00, coinsurance 20/80 after deductible.
Member accumulators before claim 1: deductible 0, OOPM 0, family 0.
Claim 1: Outpatient MRI, in-network, allowed 940.00. Not a copay service (MRI is not an office visit). Subject to deductible and coinsurance.
Member deductible remaining: 1500.00. Allowed 940.00, all goes to deductible. Member pays 940.00 deductible. Plan pays 0.
Deductible applied: 940.00
Copay: 0.00
Coinsurance: 0.00
Member responsibility: 940.00
Plan paid: 0.00
Ending member deductible: 940.00
Ending member OOPM: 940.00 (deductible credits OOPM too — deductible amounts count toward OOPM; plan says copays always credit OOPM; deductible is member cost share so it credits OOPM).json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 2.5 Pro · Google15.9s · 1,528 out | 15.5s · 1,344 out | 17.9s · 1,542 out
Reasoning · 1,411 tokens
Alright, let's break down this claim. My task is to adjudicate a single claim for "Member A" under the "Bluebonnet PPO 1500" plan, using the provided member accumulators and the plan document.
Before this claim, Member A's financial responsibility for the year was nil across the board: their individual deductible was at $0.00, their individual out-of-pocket maximum (OOPM) was at $0.00, and the same applied to the family accumulators.
Now, for "Claim 1," dated May 14, 2026. It's for an outpatient MRI of the lumbar spine, and importantly, it's an in-network service. The provider billed $1786.00, but the plan's allowed amount for this service is $940.00. This $940.00 is the figure I need to work with for all cost-sharing calculations.
Looking at the "Bluebonnet PPO 1500" plan document:
* The in-network individual deductible is $1500.00.
* The in-network individual OOPM is $6000.00.
* After the deductible is met, the coinsurance is 20% for the member and 80% for the plan.
* The plan lists specific copays for certain services like office visits, urgent care, ER, and pharmacy. However, an outpatient MRI isn't a listed copay service. This means it's subject to the standard deductible and coinsurance structure. The document also explicitly states that copays *do not* credit towards the deductible, but since there's no copay here, that particular rule is moot.
So, let's adjudicate Claim 1 step-by-step:
1. **Identify Applicable Cost-Sharing:** As established, the MRI is not a copay service. It will fall under the deductible and coinsurance.
2. **Allowed Amount:** We're working with $940.00.
3. **Deductible:**
* Member A's current year-to-date (YTD) deductible is $0.00.
* Their individual in-network deductible is $1500.00.
* The allowed amount for this claim is $940.00.
* Since the member hasn't met their deductible yet ($0.00 YTD vs $1500.00 required), they need to pay towards it.
* The entire allowed amount of $940.00 will be applied to the deductible because it's less than the remaining $1500.00 deductible.
* So, **Deductible Applied** for this claim is $940.00.
4. **Copay:** As there is no copay for this service, the **Copay Amount** is $0.00.
5. **Coinsurance:**
* Coinsurance only kicks in *after* the deductible is fully met.
* Since the $940.00 allowed amount did not fully satisfy the $1500.00 deductible, there is no remaining balance to which coinsurance can be applied.
* Therefore, the **Coinsurance Amount** is $0.00.
6. **Member Responsibility:** This is the sum of the deductible applied, copay, and coinsurance.
* Member Responsibility = $940.00 (Deductible) + $0.00 (Copay) + $0.00 (Coinsurance) = $940.00.
7. **Plan Paid:** This is the allowed amount minus the member's responsibility.
* Plan Paid = $940.00 (Allowed Amount) - $940.00 (Member Responsibility) = $0.00.
8. **Update Accumulators:** Now I need to update Member A's accumulators based on this claim's adjudication.
* **Ending Member Deductible:**
* Starting Deductible: $0.00
* Deductible Applied from Claim 1: $940.00
* Ending Deductible: $0.00 + $940.00 = $940.00.
* **Ending Member OOPM:**
* Starting OOPM: $0.00
* Member cost share from this claim (which is the $940.00 applied to the deductible) contributes to the OOPM. This is standard practice; deductible and coinsurance amounts paid by the member do credit towards their OOPM.
* Ending OOPM: $0.00 + $940.00 = $940.00.
After reviewing the calculations and the plan rules, the logic holds firm. The member is responsible for the full allowed amount because it's applied to their unmet deductible, and the plan pays nothing for this claim. This also updates their progress towards their annual deductible and out-of-pocket maximum.
So, the final values for this claim are:
* `member_responsibility`: 940.00
* `plan_paid`: 0.00
* `deductible_applied`: 940.00
* `copay_amount`: 0.00
* `coinsurance_amount`: 0.00
* `ending_member_deductible`: 940.00
* `ending_member_oopm`: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,227 tokens
Alright, let's break down this adjudication process for the in-network outpatient MRI claim. As I review the information, I'm systematically working through the plan details and the member's current benefit status to determine the financial responsibility for this specific service.
First, I'm carefully analyzing the **Plan Document**. I see it's a PPO plan with a plan year running from January 1, 2026, to December 31, 2026. The individual in-network deductible is set at $1,500, and the individual out-of-pocket maximum (OOPM) is $6,000. I note that the deductible is embedded, which is standard for individual coverage within a family plan, though that distinction isn't critical for this single member scenario. The coinsurance is a 20% member responsibility after the deductible is met, with the plan covering 80%. The plan also lists various copays for specific services like PCP and specialist visits, but crucially, these copays do *not* count towards the deductible, though they *do* credit towards the OOPM. The service in question, an outpatient MRI, isn't listed as having a specific copay, meaning it will fall under the standard deductible and coinsurance framework.
Next, I'm looking at the **Member's Current State** for the 2026 plan year. It's straightforward: their Year-To-Date (YTD) deductible, both individual and family, is $0.00. Similarly, their YTD OOPM, both individual and family, is also $0.00. This means they are starting from scratch in terms of accumulating towards their cost-sharing responsibilities for this plan year.
Now, I'm ready to **Adjudicate Claim 1**. The date of service is May 14, 2026, which is well within the plan year. The service is an in-network outpatient MRI of the lumbar spine. The billed charge was $1,786.00, but the allowed amount for this service, as negotiated with the provider, is $940.00. This allowed amount is what I'll use for all calculations.
Here's how the **Calculations for Claim 1** unfold:
* **Copay Check:** As I identified earlier, there's no specific copay listed for an MRI. So, no copay applies here.
* **Deductible Application:** The member's individual in-network deductible is $1,500, and they've met $0.00 so far. This leaves $1,500 remaining on their deductible. The allowed amount for this MRI is $940.00. Since $940.00 is less than the remaining $1,500 deductible, the *entire allowed amount* will be applied to satisfy a portion of that deductible. So, the **Deductible Applied** is $940.00.
* **Coinsurance Application:** Because the allowed amount of $940.00 was less than the remaining deductible, the deductible has not yet been fully met by this claim. In fact, the amount remaining on the deductible after applying this claim's allowed amount is $1,500 - $940 = $560.00. Since the deductible isn't satisfied, no coinsurance kicks in. The **Coinsurance Amount** is $0.00.
* **Copay Amount:** As determined, this is $0.00.
* **Member Responsibility:** This is the sum of the deductible applied, coinsurance, and copay. So, the member's responsibility for this claim is $940.00 (deductible) + $0.00 (coinsurance) + $0.00 (copay) = **$940.00**.
* **Plan Paid:** The plan pays the allowed amount minus the member's responsibility. Therefore, the plan paid $940.00 - $940.00 = **$0.00** for this claim.
Finally, I'm **Updating the Accumulators**.
* The member's **Ending Individual Deductible** for the year will be their starting $0.00 plus the $940.00 applied on this claim, totaling **$940.00**.
* The member's **Ending Individual OOPM** will be their starting $0.00 plus the $940.00 member responsibility for this claim, totaling **$940.00**. It's important to remember that while copays credit the OOPM directly, the deductible and coinsurance also contribute to the OOPM as they represent member out-of-pocket expenses for covered services.
I've performed a **Final Check of Required Fields** to ensure all necessary data points are calculated and will be properly formatted for output. The `member_responsibility` is $940.00, `plan_paid` is $0.00, `deductible_applied` is $940.00, `copay_amount` is $0.00, and `coinsurance_amount` is $0.00 for this specific claim. Looking at the accumulators after this claim, the `ending_member_deductible` is $940.00, and the `ending_member_oopm` is also $940.00. Everything aligns with the plan provisions and standard adjudication logic.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,425 tokens
Okay, I've been asked to process a single outpatient MRI claim. My thought process is to first understand the rules of the plan, then check where the member stands at the beginning of the process, and finally, apply the claim against those rules to determine the financial outcome and update the member's progress towards their financial maximums.
Here's how I approached it:
**1. Deconstructing the Plan Document:**
My first step is to thoroughly understand the terms of the plan itself, specifically for the relevant plan year (which is 2026-01-01 to 2026-12-31, and this claim falls within it).
* **Deductible:** For individual coverage, it's $1500. For a family, it's $3000. It's structured to be "embedded," meaning individual deductibles count towards the family deductible.
* **Out-of-Pocket Maximum (OOPM):** For an individual, this is $6000; for a family, it's $12000.
* **Cost Sharing:** After the deductible is met, there's a 20% coinsurance for the member and 80% for the plan.
* **Copays:** I specifically noted that the plan document *doesn't* list a specific copay for an MRI. This is crucial because it means this service will be subject to the deductible and coinsurance rules, not a flat fee. I also noted that *if* there were copays, they wouldn't count towards the deductible but *would* count towards the OOPM. Since there are no copays for this claim, this detail, while important to acknowledge, doesn't directly impact this specific adjudication.
* **Preventive Care:** An MRI is a diagnostic service, not preventive, so the special rules for preventive care don't apply here.
**2. Establishing the Member's Starting Point:**
Next, I need to know what financial progress the member has already made for the year. I checked their starting accumulators:
* Member Deductible YTD: $0.00
* Member OOPM YTD: $0.00
* Family Deductible YTD: $0.00
* Family OOPM YTD: $0.00
So, the member is starting from scratch with no accumulated progress towards their deductible or OOPM.
**3. Adjudicating Claim 1 (The Outpatient MRI):**
Now, I apply the plan rules to the specifics of this claim:
* **Claim Details:** It's for an outpatient MRI on 2026-05-14, and it's an in-network service with an allowed amount of $940.00.
* **Copay Check:** As I confirmed earlier, there's no specific copay for an MRI. So, no copay applies.
* **Deductible Calculation:**
* The member's individual deductible is $1500.
* They have $0.00 applied to it so far.
* This means they still need $1500.00 to meet their deductible.
* The allowed amount for this claim is $940.00.
* Since $940.00 is less than the remaining $1500.00 deductible, the *entire* allowed amount of $940.00 will be applied towards the deductible.
* **Deductible Applied:** $940.00.
* **Coinsurance Calculation:**
* Coinsurance only kicks in *after* the deductible is met.
* Since this claim's entire allowed amount was used to meet the deductible, there's $0.00 remaining after the deductible is applied ($940.00 allowed - $940.00 deductible applied = $0.00).
* Therefore, there is no amount to apply coinsurance to.
* **Coinsurance Amount:** $0.00.
* **Copay Calculation:** As established, no copay applies.
* **Copay Amount:** $0.00.
* **Member Responsibility:** This is the sum of what they owe from the deductible, coinsurance, and copay.
* Member Responsibility = $940.00 (Deductible Applied) + $0.00 (Coinsurance) + $0.00 (Copay) = $940.00.
* **Plan Paid:** This is the allowed amount minus what the member is responsible for.
* Plan Paid = $940.00 (Allowed) - $940.00 (Member Responsibility) = $0.00.
**4. Updating Accumulators:**
After determining the financial outcome of the claim, I update the member's progress:
* **Ending Member Deductible:** The starting $0.00 plus the $940.00 applied to the deductible equals $940.00.
* **Ending Member OOPM:** The starting $0.00 plus the member's total responsibility of $940.00 equals $940.00. (Crucially, all amounts applied to the deductible also count towards the OOPM).
* **Ending Family Deductible:** The starting $0.00 plus the $940.00 applied (as individual deductibles count towards the family) equals $940.00.
* **Ending Family OOPM:** The starting $0.00 plus the member's total responsibility of $940.00 equals $940.00.
**5. Final Output Values:**
The request is for the specific financial breakdown of this claim. Based on my calculations:
* `member_responsibility`: $940.00
* `plan_paid`: $0.00
* `deductible_applied`: $940.00
* `copay_amount`: $0.00
* `coinsurance_amount`: $0.00
* `ending_member_deductible`: $940.00
* `ending_member_oopm`: $940.00
I've re-verified that the plan terms were correctly interpreted, especially regarding the absence of a specific copay for MRIs and the standard application of deductible and coinsurance. The logic seems sound. The member is responsible for the full allowed amount because it falls entirely within their remaining deductible.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GLM-5.2 · Z.ai3.6s · 589 out | 60.3s · 614 out | 5.5s · 459 out
Reasoning · 494 tokens
Let me adjudicate Claim 1.
Member accumulators before Claim 1:
- Member deductible credited YTD: 0.00
- Member OOPM credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOPM credited YTD: 0.00
Claim 1 — Outpatient MRI, lumbar spine, in-network
- Allowed amount: 940.00
- No copay listed for outpatient MRI - it's not a primary care visit, specialist visit, urgent care, ER, or pharmacy. So no copay applies.
- This service is subject to deductible and coinsurance.
- Member deductible is 0.00, so the member must pay deductible first.
- Deductible individual in-network: 1500.00
- The allowed amount is 940.00, which is less than the remaining deductible of 1500.00.
- So the full 940.00 goes toward the deductible.
- Member responsibility: 940.00
- Plan paid: 0.00
- Deductible applied: 940.00
- Copay: 0.00
- Coinsurance: 0.00
After Claim 1:
- Member deductible credited YTD: 940.00
- Member OOPM credited YTD: 940.00 (deductible payments count toward OOPM)
- Family deductible credited YTD: 940.00
- Family OOPM credited YTD: 940.00
Wait, do deductible payments count toward OOPM? The plan says "Copays always credit the out-of-pocket maximum." It doesn't explicitly say deductible credits the OOPM. Let me re-read.
The OOPM is the ceiling on member cost share. Member cost share includes deductible, coinsurance, and copays. So yes, deductible payments should count toward OOPM.
Actually, the plan document says "Copays always credit the out-of-pocket maximum." This is specifically calling out that copays count toward OOPM (which some plans don't do). It doesn't say deductible doesn't count - deductible and coinsurance normally count toward OOPM.
So after Claim 1:
- Ending member deductible: 940.00
- Ending member OOPM: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 519 tokens
Adjudicating Claim 1.
Member accumulators before Claim 1:
- Member deductible credited YTD: 0.00
- Member OOPM credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOPM credited YTD: 0.00
Claim 1:
- Date: 2026-05-14
- Service: Outpatient MRI, lumbar spine, in-network
- Billed charge: 1786.00
- Allowed amount: 940.00
This is not an office visit with a copay, not preventive care, not an ER visit. It's an outpatient MRI. So it's subject to the deductible and then coinsurance.
Deductible individual in-network: 1500.00
Member deductible credited YTD: 0.00
The allowed amount is 940.00. The member has 0.00 credited toward the deductible. The deductible threshold is 1500.00.
Since the member has not met the deductible, the entire 940.00 allowed amount goes toward the deductible. The member pays the full 940.00 as deductible.
Wait, is there coinsurance on the portion above the deductible? Since 940.00 < 1500.00, the entire amount goes to deductible. No coinsurance applies.
Deductible applied: 940.00
Coinsurance: 0.00
Copay: 0.00
Plan paid: 0.00 (since deductible not met, plan pays nothing)
Member responsibility: 940.00
Accumulators after Claim 1:
- Member deductible credited: 940.00
- Member OOPM credited: 940.00 (deductible counts toward OOPM)
Let me verify: OOPM ceiling individual in-network is 6000.00. Member OOPM after claim: 940.00. Under the ceiling.
member_responsibility: 940.00
plan_paid: 0.00
deductible_applied: 940.00
copay_amount: 0.00
coinsurance_amount: 0.00
ending_member_deductible: 940.00
ending_member_oopm: 940.00
Check: member_responsibility + plan_paid = 940.00 + 0.00 = 940.00 = allowed amount. ✓json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 364 tokens
The member has 0.00 deductible credited YTD and 0.00 OOPM credited YTD.
Claim 1: Outpatient MRI, lumbar spine, in-network. This is not a preventive service, not an office visit with a copay. It's subject to deductible and coinsurance.
Allowed amount: 940.00
Deductible remaining: 1500.00 (individual in-network). Member deductible is 0.00 so far.
Since deductible (1500.00) > allowed amount (940.00), the entire allowed amount goes toward deductible.
Deductible applied: 940.00
Coinsurance: 0.00 (deductible not yet satisfied)
Copay: 0.00
Plan paid: 0.00
Member responsibility: 940.00
Ending member deductible: 940.00
Ending member OOPM: 940.00 (deductible payments count toward OOPM)
Wait—do deductible payments count toward OOPM? Yes, the OOPM is the ceiling on member cost share. Deductible amounts paid by the member count toward OOPM. Copays also credit OOPM per the document. So yes, 940.00 credits OOPM.
Family deductible: 940.00
Family OOPM: 940.00 (though not asked)
member_responsibility = 940.00
plan_paid = 0.00
deductible_applied = 940.00
copay_amount = 0.00
coinsurance_amount = 0.00
ending_member_deductible = 940.00
ending_member_oopm = 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Opus 4.8 · Anthropic3.0s · 192 out | 1.9s · 118 out | 2.6s · 162 out
Claim 1: Deductible 0, allowed 940.00. Member deductible applied = 940.00 (still under 1500). Member pays full allowed.
member_responsibility = 940.00, plan_paid = 0.00
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Claim 1: Deductible 0, allowed 940.00. Member pays full 940.00 toward deductible (still under 1500).
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Sonnet 5 · Anthropic3.0s · 256 out | 3.0s · 208 out | 2.9s · 227 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
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},
{
"field": "deductible_applied",
"want": 940,
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"ok": true,
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},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Sonnet 4.6 · Anthropic2.3s · 107 out | 5.4s · 316 out | 7.7s · 470 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}The MRI is an outpatient diagnostic service — not a copay category (PCP, specialist, urgent care, ER, pharmacy). It is subject to the deductible and coinsurance.
Member deductible YTD before Claim 1: 0.00
Individual deductible: 1500.00
Allowed amount: 940.00
940.00 < 1500.00, so the entire allowed amount goes to the deductible. No coinsurance applies.
Deductible applied: 940.00
Coinsurance: 0.00
Copay: 0.00
Member responsibility: 940.00
Plan paid: 0.00
Ending deductible accumulator: 0.00 + 940.00 = 940.00
Ending OOPM accumulator: 0.00 + 940.00 = 940.00
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}I need to adjudicate an outpatient MRI (in-network) with an allowed amount of 940.00, starting with zero accumulators.
**Step 1: Determine benefit type**
Outpatient MRI is not a copay service (not PCP, specialist, urgent care, ER, or pharmacy). It is subject to deductible and coinsurance.
**Step 2: Apply deductible**
Member deductible accumulated: 0.00
Individual deductible: 1500.00
Remaining deductible: 1500.00
Allowed amount: 940.00
Since 940.00 < 1500.00 remaining deductible, the entire allowed amount applies to the deductible.
- Deductible applied: 940.00
- Remaining for coinsurance: 0.00
**Step 3: Coinsurance**
Nothing remains after deductible is consumed, so coinsurance = 0.00.
**Step 4: Copay**
Not a copay service: 0.00
**Step 5: Member responsibility**
940.00 (all deductible)
**Step 6: Plan paid**
940.00 - 940.00 = 0.00
**Step 7: Update accumulators**
- Member deductible: 0.00 + 940.00 = 940.00
- Member OOPM: 0.00 + 940.00 = 940.00 (deductible payments credit OOPM)
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Qwen3.7 Max · Alibaba14.7s · 907 out | 10.1s · 842 out | 12.2s · 1,000 out
Reasoning · 792 tokens
Let me adjudicate Claim 1 step by step.
Claim 1: Outpatient MRI, lumbar spine, in-network
- Billed charge: 1786.00
- Allowed amount: 940.00
- Network: In-network
Member accumulators before this claim:
- Member deductible credited YTD: 0.00
- Member OOPM credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOPM credited YTD: 0.00
Plan details:
- Individual deductible (in-network): 1500.00
- Family deductible (in-network): 3000.00
- Structure: Embedded
- Individual OOPM (in-network): 6000.00
- Family OOPM (in-network): 12000.00
- Coinsurance after deductible, in-network: 20% member / 80% plan
- This is an outpatient MRI, not a copay service, not preventive care.
Step 1: Apply deductible
- Member deductible credited YTD: 0.00
- Individual deductible: 1500.00
- Remaining deductible: 1500.00 - 0.00 = 1500.00
- Allowed amount: 940.00
- Since 940.00 < 1500.00, the entire allowed amount goes to deductible.
- Deductible applied: 940.00
Step 2: Coinsurance
- After deductible, remaining allowed amount: 940.00 - 940.00 = 0.00
- Coinsurance amount: 0.00
Step 3: Copay
- This is not a copay service (it's an outpatient MRI).
- Copay amount: 0.00
Step 4: Member responsibility
- Deductible applied: 940.00
- Coinsurance: 0.00
- Copay: 0.00
- Total member responsibility: 940.00
Step 5: Plan paid
- Allowed amount: 940.00
- Member responsibility: 940.00
- Plan paid: 0.00
Step 6: Update accumulators
- Member deductible credited YTD: 0.00 + 940.00 = 940.00
- Member OOPM credited YTD: 0.00 + 940.00 = 940.00
- Family deductible credited YTD: 0.00 + 940.00 = 940.00
- Family OOPM credited YTD: 0.00 + 940.00 = 940.00
Let me verify: member_responsibility (940.00) + plan_paid (0.00) = 940.00 = allowed amount. Correct.
Required fields:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 727 tokens
Let me adjudicate Claim 1 step by step.
**Claim 1 — 2026-05-14**
- Service: Outpatient MRI, lumbar spine, in-network
- Network: In-network
- Billed charge: 1786.00
- Allowed amount: 940.00
**Member accumulators before Claim 1:**
- Member deductible credited YTD: 0.00
- Member OOPM credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOPM credited YTD: 0.00
**Step 1: Determine the service type and cost share structure**
- This is an outpatient MRI, in-network.
- It's not a primary care visit, specialist visit, urgent care, ER, generic pharmacy, or preventive care.
- So it's subject to the deductible and then coinsurance.
**Step 2: Apply deductible**
- Individual deductible (in-network): 1500.00
- Member deductible credited YTD: 0.00
- Remaining deductible: 1500.00 - 0.00 = 1500.00
- Allowed amount: 940.00
- Since 940.00 < 1500.00, the entire allowed amount goes to the deductible.
- Deductible applied: 940.00
**Step 3: Coinsurance**
- After deductible is applied, remaining allowed amount for coinsurance: 940.00 - 940.00 = 0.00
- Coinsurance amount: 0.00
**Step 4: Copay**
- No copay applies to this service type.
- Copay amount: 0.00
**Step 5: Member responsibility and plan paid**
- Member responsibility = deductible applied + coinsurance amount + copay amount = 940.00 + 0.00 + 0.00 = 940.00
- Plan paid = allowed amount - member responsibility = 940.00 - 940.00 = 0.00
**Step 6: Update accumulators**
- Member deductible credited: 0.00 + 940.00 = 940.00
- Member OOPM credited: 0.00 + 940.00 = 940.00 (deductible payments count toward OOPM)
- Family deductible credited: 0.00 + 940.00 = 940.00
- Family OOPM credited: 0.00 + 940.00 = 940.00
**Final answers:**
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 885 tokens
Let me adjudicate Claim 1 for the Bluebonnet PPO 1500 plan.
Claim 1 — 2026-05-14
- Service: Outpatient MRI, lumbar spine, in-network
- Network: In-network
- Billed charge: 1786.00
- Allowed amount: 940.00
Starting accumulators:
- Member deductible credited YTD: 0.00
- Member OOPM credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOPM credited YTD: 0.00
Plan details:
- Individual deductible (in-network): 1500.00
- Structure: EMBEDDED
- Coinsurance after deductible, in-network: 20% member / 80% plan
- OOPM individual (in-network): 6000.00
This is an outpatient MRI, in-network. It's not a copay service (not PCV, specialist, urgent care, ER, or generic pharmacy). It's not preventive care. So it's subject to the deductible and then coinsurance.
Step 1: Apply deductible
- Member deductible so far: 0.00
- Individual deductible threshold: 1500.00
- Allowed amount: 940.00
- Since 940.00 < 1500.00 - 0.00 = 1500.00, the entire allowed amount goes to deductible.
- Deductible applied: 940.00
Step 2: Remaining after deductible
- Remaining: 940.00 - 940.00 = 0.00
- No coinsurance applies since the entire amount went to deductible.
- Coinsurance amount: 0.00
Step 3: Copay
- No copay for this service.
- Copay amount: 0.00
Step 4: Member responsibility
- Member responsibility = deductible_applied + copay_amount + coinsurance_amount
- Member responsibility = 940.00 + 0.00 + 0.00 = 940.00
Step 5: Plan paid
- Plan paid = Allowed amount - Member responsibility
- Plan paid = 940.00 - 940.00 = 0.00
Step 6: Update accumulators
- Member deductible: 0.00 + 940.00 = 940.00
- Member OOPM: 0.00 + 940.00 = 940.00 (deductible payments count toward OOPM)
Wait, do deductible payments count toward OOPM? The plan document says:
"Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum."
And: "Once a member reaches the out-of-pocket maximum the plan pays 100% of the allowed amount for covered services for the remainder of the plan year."
Standard health plan practice: deductible payments, copays, and coinsurance all count toward the OOPM. The plan document only specifically mentions that copays credit the OOPM (and not the deductible), and that premiums and non-covered services don't count. So deductible and coinsurance amounts should also count toward the OOPM.
Ending accumulators:
- Member deductible: 940.00
- Member OOPM: 940.00
Required fields:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GLM-5.3 · Z.ai2.3s · 444 out | 2.1s · 529 out | 2.1s · 488 out
Reasoning · 349 tokens
Let me work through this.
Plan: Bluebonnet PPO 1500. Individual in-network deductible: 1500.00. Member deductible accumulator: 0.00 before Claim 1.
Claim 1: Outpatient MRI, in-network, allowed amount 940.00. No copay applies (MRI isn't an office visit, urgent care, ER, or pharmacy). So the service is subject to deductible, then coinsurance.
Member deductible credited: 0.00. Deductible remaining: 1500.00. Allowed amount 940.00 is less than remaining deductible, so the entire allowed amount goes to deductible.
Deductible applied = 940.00. Member responsibility = 940.00. Plan paid = 0.00. Copay = 0.00. Coinsurance = 0.00.
Accumulators after: member deductible = 940.00. Member OOPM = 940.00 (deductible amounts credit OOPM). Family deductible = 940.00, family OOPM = 940.00, but we only report member accumulators.
member_responsibility + plan_paid = 940.00 + 0.00 = 940.00 = allowed amount. Good.
Fields:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 341 tokens
Let me adjudicate this claim.
Plan: Bluebonnet PPO 1500
- Individual in-network deductible: 1500.00
- Family in-network deductible: 3000.00, embedded
- OOPM individual in-network: 6000.00
Member accumulators before Claim 1: deductible 0.00, OOPM 0.00.
Claim 1: Outpatient MRI, lumbar spine, in-network. Billed 1786.00, allowed 940.00.
This is not a preventive service, not an office visit copay, not ER, not urgent care, not pharmacy. So it's subject to deductible and coinsurance.
Deductible: member has 0.00 credited. Individual deductible is 1500.00. The allowed amount is 940.00, which is less than the remaining deductible (1500.00). So the full 940.00 goes to deductible.
Deductible applied: 940.00
Coinsurance: 0.00 (deductible not satisfied)
Copay: 0.00
Member responsibility: 940.00
Plan paid: 0.00
Check: member_responsibility + plan_paid = 940.00 + 0.00 = 940.00 = allowed amount. ✓
Ending member deductible accumulator: 0.00 + 940.00 = 940.00
Ending member OOPM: 0.00 + 940.00 = 940.00 (deductible amounts credit OOPM)
Family deductible credited: 940.00, but we only report member accumulators.
Final answers:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 393 tokens
Let me adjudicate this claim.
Plan: Bluebonnet PPO 1500.
- Individual in-network deductible: 1500.00
- Embedded structure.
- Coinsurance after deductible in-network: 20% member / 80% plan.
- Member deductible accumulator: 0.00 before claim.
- OOPM accumulator: 0.00.
Claim 1: Outpatient MRI, lumbar spine, in-network. Allowed amount 940.00. Billed 1786.00 (irrelevant beyond allowed).
This is not a preventive service, not an office visit copay service. So it's subject to deductible then coinsurance.
Deductible remaining: 1500.00. Allowed amount 940.00 < 1500.00, so entire allowed amount goes to deductible.
Deductible applied: 940.00
Copay: 0.00
Coinsurance: 0.00
Member responsibility: 940.00
Plan paid: 0.00
Check: member_responsibility + plan_paid = 940.00 = allowed amount. ✓
Ending member deductible accumulator: 0.00 + 940.00 = 940.00
Ending member OOPM: 0.00 + 940.00 = 940.00 (deductible credits OOPM)
Family deductible credited: would be 940.00, but not asked. The required fields only ask for member accumulators.
All values:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Qwen3.8 Max · Alibaba12.5s · 456 out | 9.4s · 447 out | 12.5s · 492 out
Reasoning · 341 tokens
We need answer user's task. Need produce final JSON only. Need adjudicate Claim 1 given accumulators zero. Plan doc. Service outpatient MRI lumbar spine in-network. Not a listed copay service (primary care, specialist, urgent care, ER, generic pharmacy). Therefore subject to deductible and coinsurance. In-network deductible individual 1500. Accumulator deductible 0. Allowed 940. All allowed applies to deductible because deductible not met. Member responsibility 940 deductible. Plan paid 0. Deductible_applied 940. Copay 0. Coinsurance 0. Ending member deductible 940. Ending member OOPM: Does deductible amount credit OOPM? Usually yes, member cost share counts; plan doc says copays always credit OOPM, doesn't explicitly say deductible credits OOPM but OOPM ceiling on member cost share for covered in-network services; deductible is member cost share. So deductible applied counts toward OOPM. Starting OOPM 0, ending 940. Need ensure member_responsibility + plan_paid equals allowed: 940+0=940. Output JSON with two decimals numbers. Could use 940.00. No extra keys. Need exactly fenced JSON. Ensure no analysis outside? final only JSON. Double-check if preventive? no. Outpatient MRI covered? Assume covered; no exclusions. In-network. Billed above allowed not member responsibility. Since deductible not satisfied, no coinsurance. If family? only member, embedded irrelevant. ending family accumulators not required. Only member fields. OK.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 332 tokens
We need answer user's task. Need produce final JSON only. Need adjudicate claim 1 given plan doc, accumulators zero. Need required fields for FINAL claim (only claim 1): member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm.
Need think carefully. Service outpatient MRI lumbar spine in-network. Not a listed copay service (office visit, urgent care, ER, pharmacy). So subject to deductible then coinsurance. Allowed 940.00. Member deductible YTD 0, individual in-network deductible 1500. So all allowed applied to deductible: member responsibility 940, plan paid 0, deductible_applied 940, coinsurance 0, copay 0. Ending member deductible 940. Ending member OOPM? Deductible credits OOPM? Usually yes: member cost share for covered in-network counts toward OOPM unless excluded. Plan says OOPM ceiling on member cost share; premiums and non-covered never count. Deductible is member cost share. Copays always credit OOPM, but deductible also likely credits OOPM (glossary: running year-to-date total of member's deductible or OOPM; OOPM ceiling on member cost share). So ending_member_oopm 940. Need ensure no separate copay. Yes.
Need output JSON with two decimals. Ensure member_responsibility + plan_paid = allowed 940. final. No extra keys.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 377 tokens
We need answer JSON only. Need adjudicate Claim 1 given plan doc and accumulators zero. Need produce required keys: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm. All two decimals. Need think carefully.
Service outpatient MRI lumbar spine in-network. Not office visit/urgent/ER/pharmacy. No copay. Subject to deductible and coinsurance. Allowed 940.00. Member deductible YTD 0. Individual deductible 1500. So apply entire allowed to deductible: deductible_applied 940.00. Coinsurance after deductible? Since deductible not satisfied beyond 940, no coinsurance. Member responsibility 940.00. Plan paid 0.00. Ending member deductible 940.00. Ending member OOPM: Deductible credits OOPM? Usually yes, member cost share deductible counts toward OOPM unless excluded. Plan doc says OOPM ceiling on member cost share; copays always credit; premiums/non-covered never count. Deductible is member cost share, so credits OOPM. Ending OOPM 940.00. Need ensure family accumulators? Not required. Only final claim fields. All values two decimals. JSON numbers can be 940.00? In JSON numeric literal with trailing zeros valid? Yes 940.00. Need exact block only.
Double-check: member_responsibility plus plan_paid equals allowed final claim: 940+0=940. Good.
Potential nuance: outpatient MRI maybe diagnostic imaging, no special copay. Deductible applies. In-network. Yes.
Final JSON.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.6 Terra · OpenAI1.2s · 93 out | 1.4s · 93 out | 1.1s · 93 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GLM-5.3 Flash · Z.ai10.2s · 594 out | 15.9s · 569 out | 4.6s · 519 out
Reasoning · 451 tokens
Let me work through this claim.
Claim 1 — Outpatient MRI, lumbar spine, in-network. Billed 1786.00, allowed 940.00.
Member accumulators before: deductible 0.00, OOPM 0.00.
MRI is not an office visit, urgent care, ER, or pharmacy — so no copay applies. It's subject to deductible and coinsurance (in-network: 20% member / 80% plan after deductible).
Deductible: individual in-network 1500.00. Member has 0.00 credited. Allowed amount 940.00 — all applied to deductible.
Deductible applied = 940.00. Member pays 940.00 toward deductible.
Coinsurance: deductible not yet satisfied (940.00 < 1500.00), so no coinsurance. Coinsurance amount = 0.00.
Copay = 0.00.
Member responsibility = 940.00. Plan paid = 0.00.
Ending deductible = 940.00.
OOPM: deductible payments count toward OOPM? Typically yes — the deductible is part of the OOPM. The plan document says "Copays always credit the out-of-pocket maximum." It doesn't explicitly say deductible credits OOPM, but standard convention is that deductible payments count toward OOPM. The glossary says OOPM is "the ceiling on member cost share for the plan year." Member cost share includes deductible payments. So ending_member_oopm = 940.00.
Hmm, but should I be cautious? The document only explicitly says copays credit the OOPM. But the OOPM definition in the glossary: "the ceiling on member cost share for the plan year." Deductible is member cost share. Standard health plan: deductible counts toward OOPM. I'll go with 940.00.
Values:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00
Check: member_responsibility + plan_paid = 940.00 = allowed. ✓json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 474 tokens
Let me adjudicate Claim 1.
Claim 1 — Outpatient MRI, lumbar spine, in-network. Billed 1786.00, allowed 940.00.
The plan document lists member cost share: coinsurance after deductible, in-network 20% member / 80% plan. Office visit copays (PCP, specialist, urgent care, ER, pharmacy) don't apply to an MRI. There's no copay for outpatient imaging listed. So the MRI is subject to deductible then coinsurance.
Member deductible YTD = 0.00. So the full allowed amount 940.00 goes to deductible first.
Deductible applied = 940.00 (member hasn't met the 1500.00 individual deductible).
After deductible satisfied for this claim, remaining allowed subject to coinsurance = 940.00 - 940.00 = 0.00. So coinsurance = 0.00.
Member responsibility = 940.00. Plan paid = 0.00.
Check: member_responsibility + plan_paid = 940.00 = allowed. Good.
Copay amount = 0.00.
Ending member deductible accumulator = 0.00 + 940.00 = 940.00.
Ending member OOPM accumulator: Copays always credit the OOPM. Deductible payments — do they credit OOPM? The plan says "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." Standard interpretation: deductible amounts count toward the OOPM. The glossary: OOPM is "the ceiling on member cost share for the plan year." Member cost share includes deductible. So the 940.00 deductible payment counts toward OOPM. Ending OOPM = 940.00.
Family deductible credited: 940.00 as well, but not asked.
So:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 424 tokens
We need to adjudicate Claim 1 only.
Plan: Bluebonnet PPO 1500. Individual in-network deductible: 1500.00. Member deductible accumulator: 0.00. OOPM: 0.00.
Service: Outpatient MRI, lumbar spine, in-network. Allowed 940.00. This is not an office visit, not preventive, not pharmacy. So it's subject to deductible and coinsurance.
Deductible remaining: 1500.00. Allowed 940.00 → all 940.00 applied to deductible. Member pays 940.00. Plan pays 0.00. Coinsurance: 0. Copay: 0.
Member responsibility = 940.00. Plan paid = 0.00. deductible_applied = 940.00. copay 0.00, coinsurance 0.00.
Ending member deductible = 0 + 940 = 940.00. OOPM: does deductible credit OOPM? Copays always credit OOPM; deductible amounts — typically deductible counts toward OOPM. The plan document says copays do not credit deductible; copays always credit OOPM. It doesn't explicitly say deductible credits OOPM, but standard OOPM includes deductible and coinsurance and copays. The glossary: OOPM is ceiling on member cost share. Member cost share here is 940.00, so OOPM accumulator = 940.00. Yes, deductible amounts count toward OOPM (standard). Ending member OOPM = 940.00.
Family deductible: family credits reach... family accumulator credited 0; member's 940 credits family too presumably, but not asked.
Output JSON with required keys, two decimals as numbers. Numbers with two decimals — JSON numbers: 940.00 will serialize as 940.0 possibly, but we write "940.00" literally in JSON text. That's fine as a number token.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Hunyuan 4 · Tencent281.1s · 2,207 out | 48.0s · 2,768 out | 61.2s · 3,465 out
Reasoning · 2,112 tokens
We need adjudicate Claim 1 only. Need output JSON with keys:
member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm.
We have plan document: Bluebonnet PPO 1500. Plan year 2026. Initial accumulators: member deductible 0, member oopm 0, family deductible 0, family oopm 0 (not needed final outputs except maybe family not asked). Claim 1: 2026-05-14, Outpatient MRI, lumbar spine, in-network. Billed 1786, allowed 940. It's not a preventive service (MRI lumbar spine outpatient likely diagnostic, not preventive). It's not an office visit with copay? The plan lists copays for PCP, specialist, urgent care, ER. Outpatient MRI is not an office visit? It is a service subject to deductible and coinsurance? Need determine cost share.
Plan: Deductible individual in-network 1500. Embedded structure with family 3000. Since member is individual? Accumulators show member and family. The plan has embedded deductible: individual satisfies individual deductible on own; family satisfied once total family credits reach family amount, whichever comes first. Since only one member? It says member accumulators: member deductible 0, family deductible 0. The family deductible amount 3000. For this claim, member deductible accumulator starts 0. Service in-network. No copay indicated for MRI. Cost share after deductible is 20% member/80% plan. Is MRI subject to deductible? Yes, unless preventive (not). There's no copay for outpatient MRI; it's a diagnostic service subject to deductible and coinsurance. So allowed amount 940. Member deductible remaining before claim = 1500 - 0 = 1500. Since allowed 940 < remaining deductible 1500, entire allowed amount goes to deductible. So deductible_applied = 940.00. Coinsurance amount = 0.00 (since after deductible satisfied 0 remaining? Actually deductible not satisfied; no coinsurance because no amount above deductible). Copay_amount = 0.00. Member responsibility = deductible portion = 940.00 (since no copay/coins). Plan paid = 0.00. Ending member deductible accumulator = 0 + 940 = 940.00. Ending member oopm = 0 + 940 = 940.00 (deductible amounts credit OOPM? Need check. Out-of-pocket maximum: Once member reaches OOPM plan pays 100%. Deductible credits to OOPM? Typically deductible counts toward OOPM. In plan document: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." It doesn't explicitly state deductible credits OOPM, but standard and OOPM accumulation includes deductible, coinsurance, copays. Let's verify: The glossary says OOPM: ceiling on member cost share for plan year. Once reached, plan pays 100% of allowed for covered in-network services. Premiums and non-covered services never count toward it. Deductible is member cost share, so counts toward OOPM. The plan doc: "Copays always credit the out-of-pocket maximum." It says nothing about deductible not crediting OOPM, so deductible credits OOPM. Also member cost share after deductible coinsurance. So OOPM accumulator after claim: 940.00.
Wait check family vs member OOPM. The outputs ask "ending_member_oopm". That is member out-of-pocket accumulator after all claims. So 940.00. Ending member deductible accumulator = 940.00 (member deductible credited YTD). Family accumulators not requested.
Need ensure values with two decimals.
Let's double-check rules: In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when service is OON. Here in-network, threshold 1500. Member deductible balance after = 940. Plan doc: embedded deductible: individual satisfies individual deductible on own; family deductible also satisfied once total family credits reach family amount, whichever comes first. Since member alone, individual threshold 1500 applies. Member has not satisfied deductible (940 < 1500). So no coinsurance.
Check if outpatient MRI might be considered specialist office visit? No. It's a facility/service, not office visit. Copays listed: PCP office visit 30, specialist office visit 60, urgent care 75, ER 400. No mention of outpatient diagnostic imaging copay. So no copay. Deductible applies.
Could there be a separate "outpatient MRI" benefit with coinsurance only after deductible? Yes, after deductible 20%. Since allowed 940 less than remaining deductible 1500, all to deductible.
Member responsibility: Does member pay the full allowed amount as deductible? Yes, member responsibility = deductible_applied = 940. Plan paid = 0.
Check if billed charge above allowed is written off for in-network: Basis of payment: Member cost share calculated from ALLOWED amount. Amounts billed above allowed are not member's responsibility for in-network services. So ignore billed 1786. Allowed 940.
Need output exactly one fenced JSON code block and nothing else.
JSON object with keys:
"member_responsibility": 940.00 -> number 940.00? JSON numbers can be 940.00? JSON allows 940.00 as number? Yes, 940.00 is a valid JSON number (though parsers may treat as 940.0). It says report every dollar amount as plain number with two decimal places and no currency symbol. So we can output 940.00. But in JSON, if we write 940.00, that's fine. For 0.00 write 0.00. Need ensure no trailing text.
Let's construct:
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Check addition: member_responsibility + plan_paid = 940 + 0 = 940 allowed. Good.
Wait, is there any possibility that the MRI is considered preventive? "In-network preventive services required to be covered without cost share are paid at 100%..." Lumbar spine MRI is not preventive (screening?). It's outpatient MRI likely diagnostic for back pain. Not preventive.
Check if the Emergency room copay waiver etc not relevant.
Now: Family OOPM? Not required. Member OOPM individual in-network is 6000. Ending member OOPM = 940.
Double-check if there is any nuance: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." Deductible credits OOPM? It doesn't say "Deductible does not credit OOPM". The out-of-pocket maximum is the ceiling on member cost share. The member cost share includes deductible. So yes. Also "Once a member reaches the out-of-pocket maximum the plan pays 100% of the allowed amount for covered services". Reaching OOPM requires counting deductible. So ending_member_oopm = 940.
But let's be careful: In some plan documents, deductible and OOPM are separate accumulators; but the task asks for both ending accumulators. They gave initial member deductible credited YTD 0, member OOPM credited YTD 0. After claim, deductible accumulator increases by deductible applied, OOPM accumulator increases by member responsibility (deductible + copay + coinsurance) i.e., 940. So yes.
Need maybe output family? No, required keys only those 7. Do not add family keys. Use null? Not needed. All numbers.
One more nuance: "Embedded deductible: an individual satisfies the individual deductible on their own; the family deductible is also satisfied once total family credits reach the family amount, whichever comes first." If there were other family members, the family deductible could be satisfied by combination. Here only one claim, family deductible credited YTD initially 0, after claim family deductible becomes 940 (if we tracked). But the individual deductible threshold 1500 is not met. No effect. Since we only report member deductible, 940.
Check if member responsibility should include any coinsurance because deductible is applied to allowed but maybe plan pays 80% of amount above? No. Deductible is first. The member pays 100% of allowed until deductible met. After deductible, coinsurance 20%. Since allowed 940 < 1500 remaining, no remaining for coinsurance.
Now produce final answer with fenced json block. Must be exactly one fenced JSON code block and nothing else. No preamble. Ensure formatting:
```json
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
```
Wait: JSON spec: 940.00 is valid? Actually JSON numbers can have fraction .00; yes. Some validators accept. To be safe, maybe output 940.00. The instruction says plain number with two decimal places. I'll keep .00.
Let's ensure no extra spaces? It's okay.
Check if plan_paid maybe should be 0.00 or maybe plan pays nothing because all deductible. Yes.
Let's final.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,673 tokens
We need adjudicate claims in order. We have only one claim here, Claim 1. Need report required fields for Claim 1 (the final claim listed is Claim 1 because only claim listed). The outputs: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm. All two decimals.
Let's parse plan.
Plan: Bluebonnet PPO 1500.
Deductible Individual (in-network) 1500.00. Family 3000. Embedded.
OOPM Individual (in-network) 6000. Family in-network 12000. Individual out-of-network 12000. Once member reaches OOPM plan pays 100% allowed.
Member cost share: coinsurance after deductible in-network 20% member /80% plan. Out-of-network 40/60. Copays various. Copays do NOT credit deductible. Copays always credit OOPM.
Preventive care: in-network preventive no cost share, paid 100%, no deductible/coins/copay.
Basis: member cost share from allowed.
Claim 1: 2026-05-14, Outpatient MRI, lumbar spine, in-network. Network In-network. Billed 1786, Allowed 940. Not described as preventive. It's outpatient MRI. Not an office visit? It's diagnostic imaging outpatient. Copays listed: primary care office visit, specialist office visit, urgent care, emergency room, generic retail pharmacy. No copay for MRI / outpatient diagnostic. So cost share is deductible + coinsurance (since after deductible). Accumulators start: member deductible 0, member OOPM 0. Since starting deductible is 0, individual in-network deductible is 1500. The service is in-network, allowed 940. Deductible applies: 940 goes to deductible? Since allowed 940 less than remaining deductible 1500. So entire allowed 940 is applied to deductible. Member responsibility = 940.00 (deductible_applied = 940.00). Copay_amount = 0.00. Coinsurance_amount = 0.00. Plan paid = 0.00? Wait, when deductible applies, plan pays 0 during deductible for non-preventive covered services. Yes. After deductible satisfied, coinsurance. Since allowed 940 < remaining deductible 1500, member pays all 940 toward deductible. So plan_paid = 0.00. member_responsibility = 940.00.
Now accumulators update: The member deductible credited increases by 940? It says in-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above (individual 1500 in-network? Actually deductible section: Individual (in-network) 1500. Family (in-network) 3000. Structure embedded. Out-of-network (individual) 3000. In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network.) Let's parse carefully: There is a single member deductible balance. Thresholds: In-network individual threshold is 1500; out-of-network individual threshold is 3000. Since service is in-network, the threshold that balance is measured against is 1500. So after claim, member deductible credited year to date = 940.00. Since 940 < 1500, remaining deductible is 560. Family deductible credited? The task only asks ending_member_deductible and ending_member_oopm, not family. So ending_member_deductible = 940.00.
Member OOPM: Does deductible count toward OOPM? In general, deductible payments count toward out-of-pocket maximum. Yes, member cost share includes deductible, coinsurance, copays, and counts toward OOPM. The glossary says OOPM: ceiling on member cost share for plan year. Premiums and non-covered services never count. Deductible is part of member cost share. Also copays always credit OOPM. Deductible amounts also count toward OOPM (standard). The plan document doesn't explicitly say deductible counts to OOPM, but by definition member cost share includes deductible. The output requires ending_member_oopm = member out-of-pocket accumulator. Need compute. Starting OOPM 0. Member responsibility for claim is 940 (deductible). This counts toward OOPM? Let's verify plan: OOPM Individual (in-network) 6000. Once member reaches OOPM plan pays 100% allowed. The accumulator "Member out-of-pocket credited year to date" before claim 0. Since member pays 940 deductible, out-of-pocket credited becomes 940. Wait, member out-of-pocket accumulator tracks member cost share (deductible + coinsurance + copays) that count toward OOPM. Deductible is member cost share. So ending_member_oopm = 940.00. Is there any nuance that deductible does not count toward OOPM? In ACA, yes deductible counts toward OOPM. The plan document: "Copays always credit the out-of-pocket maximum." It doesn't say deductible credits OOPM, but standard is it does. The glossary defines OOPM: ceiling on member cost share. Deductible is member cost share. So yes.
Let's check if there is any copay for outpatient MRI? The copay list includes office visits, urgent care, ER, pharmacy. Outpatient MRI is not an office visit, it's a hospital outpatient or freestanding imaging? Typically diagnostic imaging has no copay, subject to deductible/coinsurance. Allowed 940, deductible not met. So member pays 940.
Need ensure rounding: 940.00.
Check: member_responsibility + plan_paid = allowed. 940 + 0 = 940. Yes.
But wait: Is there a specialist office visit copay? No, service is "Outpatient MRI, lumbar spine". Not office visit. Even if it were ordered by specialist, the MRI itself is not a specialist office visit. The place of service is outpatient. So no copay.
Now check if the allowed amount is less than billed; member not responsible for billed above allowed. Allowed 940. Member responsibility from allowed = 940.
Need output keys:
- member_responsibility: 940.00
- plan_paid: 0.00
- deductible_applied: 940.00
- copay_amount: 0.00
- coinsurance_amount: 0.00
- ending_member_deductible: 940.00
- ending_member_oopm: 940.00
Let's double-check plan doc: "Deductible Individual (in-network) 1500.00. Structure EMBEDDED — an individual satisfies the individual deductible on their own; the family deductible is also satisfied once total family credits reach the family amount, whichever comes first." Starting member deductible 0. Single member deductible balance measures against threshold. For in-network service, threshold is 1500. Since 940 < 1500, deductible applied is 940. Good.
Wait: The deductible section says: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." Let's parse grammar: The deductible amounts: Individual (in-network) .... 1500; Family (in-network) 3000; Out-of-network (individual) 3000. Then: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This sentence maybe means: The single member deductible balance is measured against the in-network individual amount (1500) for in-network services, and against the out-of-network individual amount (3000) when the service is out-of-network. Because "The amount above is the threshold that balance is measured against when the service is out-of-network" refers to Out-of-network (individual) 3000 being the threshold for out-of-network services. For in-network, threshold is Individual (in-network) 1500. This matches our use.
Now OOPM: "Individual (in-network) 6000. Individual (out-of-network) 12000." Does member OOP accumulator measure against in-network OOPM for in-network services? Yes. Member OOPM credited = 940, below 6000. So no plan paid 100% yet. Good.
One more nuance: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." Deductible payments are not copays. Do they credit OOPM? Standard: Yes. The glossary: "Accumulator: the running year-to-date total of a member's deductible or OOPM." "Out-of-pocket maximum (OOPM): the ceiling on member cost share for the plan year. Once reached, the plan pays 100%... Premiums and non-covered services never count toward it." Member cost share includes deductible, coinsurance, copays. So deductible counts. Good.
But wait: The plan document: Under "Member cost share", it says: "Coinsurance after deductible, in-network 20% member / 80% plan ... Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." It does not explicitly say deductible credits OOPM. But OOPM definition in glossary says ceiling on member cost share. The task's required ending_member_oopm is "member out-of-pocket accumulator after all claims". The input had "Member out-of-pocket credited year to date 0.00". So we update by member responsibility that counts. Deductible does count. No reason to think otherwise. If a plan had separate deductible and OOPM where deductible does not count? No, ACA requires essential health benefits count. So yes.
Let's confirm no preventive: Outpatient MRI lumbar spine is diagnostic, not preventive (unless screening, but not stated). So cost share applies.
Now final answer JSON only. Need output exactly one fenced JSON code block, no commentary. Use two decimals for all numbers. JSON numbers? The instruction: "Every value is a number with two decimal places. Use 0.00, not null... Reply with exactly one fenced JSON code block and nothing else." In JSON, if I write 940.00, JSON parser will accept it as number 940.0? Actually JSON number can have fractional part; 940.00 is valid JSON number (digits with decimal point and two zeros). It's a number, not string. The spec says "number". So in JSON, I should write 940.00 (not quoted). That is a number with two decimal places. Some JSON serializers would output 940.0 or 940, but here we manually write. Need ensure it's valid JSON: 940.00 is fine. 0.00 fine.
Let's construct:
```json
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
```
Check if any other required key? The task lists exactly these seven keys. No family accumulators requested. Good.
Let's double-check math: Allowed 940. Member deductible before 0. Remaining in-network deductible 1500. Deductible applied = min(allowed, remaining deductible) = 940. After deductible, remaining allowed for coinsurance = 0. Coinsurance amount = 0. Plan paid = 0 (since deductible not met, plan pays 0). Member responsibility = 940. Deductible accumulator: member deductible credited becomes 0 + 940 = 940. OOPM accumulator: 0 + 940 = 940.
Wait, is there any possibility that since allowed is 940, and deductible is 1500, but there is family deductible 3000? No, member is individual? We only track member accumulators; the member satisfies individual deductible on own at 1500. Family hasn't reached 3000. So no coinsurance yet.
Now final answer with fenced code block. Must be exactly one code block. Ensure no trailing text. Use ```json ... ```. Done.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 3,369 tokens
We need answer benefit adjudication task. Need compute for Claim 1 only? It says "Report the required fields for Claim 1." Required JSON keys: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm. Wait "final claim listed" - only one claim, so final claim is Claim 1. We need member_responsibility total for final claim, plan_paid total for final claim, and ending accumulators after all claims (only claim 1). It asks report required fields for Claim 1. Since there is only one claim, the final claim is Claim 1. Need compute.
We have Bluebonnet PPO 1500. Plan year 2026. Member accumulators before claim 1: member deductible credited YTD 0.00, member OOP credited YTD 0.00, family ded credited 0.00, family OOP 0.00. Need know if member is part of family? It gives family accumulators as 0.00, but we only track member? The plan document has individual and family embedded deductible. For a single member? The accumulators include family amounts, but ending required keys are ending_member_deductible and ending_member_oopm. So we only report member accumulators. We need consider family? The task's required keys only include ending_member_deductible and ending_member_oopm. It doesn't ask family. We just need member accumulators after all claims. Since prior accumulators: member ded 0, member OOP 0. There is no mention of family size; probably a single member? The family deductible is embedded: individual 1500 within family 3000. The single member deductible balance measured against individual (1500) for in-network. For in-network service, deductible threshold is individual in-network 1500. Member deductible credited 0 before. Allowed amount for claim: 940.00. Service: Outpatient MRI, lumbar spine, in-network. Not preventive (it's MRI diagnostic). Not an office visit with copay? It's outpatient MRI, is there a copay? The cost share listed: coinsurance after deductible, in-network 20% member / 80% plan. Primary care office visit 30 copay, specialist office visit 60 copay, urgent care 75, ER 400, generic retail 15. Outpatient MRI is not listed as a copay service; it's subject to deductible and coinsurance. There's no copay for MRI. So process: apply deductible first, then coinsurance.
Need compute: allowed = 940.00. Deductible individual in-network = 1500. Member deductible credited YTD = 0. So remaining deductible before satisfaction = 1500. Claim allowed 940. Since 940 < 1500, the entire allowed amount goes to deductible? Let's see: Deductible: member pays at allowed rate before coinsurance begins. The member's cost share for the service: first, deductible applies up to remaining deductible. Here remaining deductible is 1500, allowed 940, so the full 940 applies to deductible. After applying 940 to deductible, remaining deductible is 1500 - 940 = 560. The deductible is not yet satisfied (since 940 < 1500). Therefore coinsurance does not begin because deductible not satisfied. The member responsibility for this claim is the deductible portion: 940.00. Plan pays? Since deductible not met, plan pays 0? Let's verify: For in-network, after deductible, plan pays 80% of allowed, member 20%. But until deductible satisfied, member pays 100% of allowed (up to deductible). So plan paid = 0.00 for this claim. Deductible applied = 940.00. Copay amount = 0.00 (no copay service, copays do not credit deductible). Coinsurance amount = 0.00 (because deductible not satisfied, no coinsurance applied). Member responsibility = 940.00 (deductible 940 + copay 0 + coinsurance 0). Plan paid = 0.00. Check: member_responsibility + plan_paid = allowed amount of final claim: 940 + 0 = 940. Yes.
Now accumulators after claim: ending_member_deductible = member deductible credited YTD after claim = 0 + 940 = 940.00. Ending_member_oopm = member out-of-pocket credited YTD after claim = 0 + member cost share that credits OOPM. Deductible payments count toward OOPM? Need check plan document: Out-of-pocket maximum: "Once a member reaches the out-of-pocket maximum the plan pays 100%...". Does deductible count toward OOPM? Typically yes, deductible is part of out-of-pocket. The glossary: OOPM ceiling on member cost share for the plan year. Deductible is member cost share. In the plan document: "Copays always credit the out-of-pocket maximum." It doesn't explicitly say deductible credits OOPM, but by definition OOPM includes deductible, coinsurance, copays. The glossary: Out-of-pocket maximum (OOPM): the ceiling on member cost share for the plan year. Once reached, plan pays 100%. Premiums and non-covered services never count toward it. Member cost share includes deductible, coinsurance, copays. In standard, deductible accumulates to OOPM. The task requires ending_member_oopm. We need add member responsibility? The member paid 940 as deductible; does it credit OOPM? Yes, OOPM accumulator includes deductible. The plan document says "Copays always credit the out-of-pocket maximum." It doesn't say deductible doesn't. So ending_member_oopm = 0 + 940 = 940.00. Wait: The glossary defines Accumulator: running YTD total of a member's deductible or OOPM. Deductible accumulator is separate from OOPM accumulator. The OOPM accumulator should include all member cost share: deductible, coinsurance, copays. Here member responsibility is 940 deductible. So OOPM credited increases by 940. Ending_member_oopm = 940.00.
But check if any family accumulators? Not asked. Also need to consider embedded family deductible? Family deductible credited YTD 0; but for single member, family may also get credit? The member is in a family? The accumulators include family deductible credited 0.00 and family OOP 0.00. Since required keys only ask ending_member_deductible and ending_member_oopm, we ignore family. But we might need to consider if family deductible satisfied? Not relevant for member ending accumulators? The task asks ending_member_deductible and ending_member_oopm, not family. So just member.
Let's double-check the plan document details: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This means for in-network, threshold is individual in-network 1500. The single member deductible balance is measured against: for in-network service against 1500 (individual in-network). For out-of-network, against 3000 (individual out-of-network). Here service is in-network, so threshold 1500. Deductible credited 0, allowed 940 < 1500, so all to deductible.
Now verify if outpatient MRI is subject to deductible only or also coinsurance? Cost share: Coinsurance after deductible, in-network 20% member / 80% plan. Since deductible not satisfied, no coinsurance. The claim allowed 940, all applied to deductible. After claim, remaining deductible 560. Plan paid 0. Member responsibility 940. Since there is no copay, copay_amount = 0.00, coinsurance_amount = 0.00.
Wait: Could there be a specialist office visit copay? The service description: "Outpatient MRI, lumbar spine, in-network". It's not an office visit; it's a imaging service. No copay listed for MRI. So no copay.
Need output exactly one fenced JSON code block and nothing else. The JSON object with keys:
"member_responsibility": 940.00
"plan_paid": 0.00
"deductible_applied": 940.00
"copay_amount": 0.00
"coinsurance_amount": 0.00
"ending_member_deductible": 940.00
"ending_member_oopm": 940.00
Need ensure numbers with two decimal places. In JSON, 940.00 is a number? JSON allows 940.00 as a numeric literal. Must not be string. So write 940.00 etc. 0.00.
Check rounding: no fractional. Good.
But need be careful: The output contract says: "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So final answer should be:
```json
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
```
Need no trailing comma. Ensure key order? The task lists order: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm. We can follow. No extra keys.
Let's double-check the possibility that OOPM accumulator does not include deductible? The glossary: OOPM: ceiling on member cost share for plan year. Premiums and non-covered services never count toward it. Member cost share is always calculated from allowed amount. Deductible is an amount member pays at allowed rate before coinsurance. That is member cost share. So yes counts.
But wait: In some plan documents, "Copays always credit the out-of-pocket maximum." It might imply that deductible and coinsurance also credit OOPM, but they explicitly mention copays because copays do not credit deductible. The document says "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." This is contrasting: copays don't credit deductible but do credit OOPM. Deductible and coinsurance credit both deductible (deductible only for deductible) and OOPM. So ending OOPM = 940.
Let's consider family OOP? Not required. Also note family deductible credited YTD 0; after member's 940, family deductible credited becomes 940? Embedded: family deductible also satisfied once total family credits reach family amount (3000). Since only one member with 940 credit, family credit = 940, family ded remaining = 2060. Not asked. Member ded balance = 940.
One nuance: The deductible structure: "EMBEDDED — an individual satisfies the individual deductible on their own; the family deductible is also satisfied once total family credits reach the family amount, whichever comes first." For a member, the individual deductible is 1500. Since member's deductible credit is 940, not satisfied. So all good.
Another nuance: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This sentence: The amount above is the threshold that balance is measured against when the service is out-of-network. Wait let's parse: Under Deductible:
Individual (in-network) 1500
Family (in-network) 3000
Structure: EMBEDDED...
Out-of-network (individual) 3000
In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network.
This means there is a single member deductible balance that includes both in-network and out-of-network deductible credits. When the service is out-of-network, the threshold that balance is measured against is the out-of-network individual amount (3000). For in-network service, measured against in-network individual amount (1500)? Or is it measured against individual (in-network) 1500? It says "The amount above is the threshold that balance is measured against when the service is out-of-network." "The amount above" refers to Out-of-network (individual) 3000. So for out-of-network, the single balance is measured against 3000. For in-network, presumably the in-network individual 1500 threshold applies. Yes.
Now the claim: allowed amount 940. Billed charge 1786. But basis of payment: member cost share calculated from allowed amount, amounts billed above allowed not member responsibility for in-network. So we ignore billed 1786. Allowed 940.
Now compute plan paid: Plan pays 80% after deductible; but deductible not met, plan pays 0. Even the allowed amount 940 is fully member responsibility. But wait, is the plan required to pay anything before deductible? No, deductible is member responsibility first. So plan paid 0.
Check: member_responsibility plus plan_paid must equal allowed amount of final claim: 940 + 0 = 940. OK.
Should deductible_applied be 940.00? Yes, the deductible portion of the final claim. It's the amount of the claim's allowed applied to deductible. Since all 940 applied, it's 940.
Could there be a copay for outpatient MRI? No.
Let's think about whether "Outpatient MRI, lumbar spine" could be considered preventive? No, it's diagnostic, not preventive. Preventive care: in-network preventive services required to be covered without cost share paid at 100%, not subject to deductible etc. This is not preventive. So not 100% plan paid.
Thus answer stands.
But let's verify if there is any nuance with "member_responsibility" being the member's total for the FINAL claim listed. The final claim is Claim 1. It should be 940.00. plan_paid 0.00.
Now produce JSON. Use two decimal places. In JSON, if I write 940.00, it's valid. Some parsers keep as number. Yes.
Double-check required keys: "ending_member_oopm" not "ending_member_oop_max" or "ending_member_out_of_pocket". Use exact key: ending_member_oopm. Yes.
Let's ensure no additional keys. The object has exactly 7 keys.
Let's produce final with fenced block.
Wait: The system says "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So final message must be only:
```json
{
"member_responsibility": 940.00,
...
}
```
No other text. Good.
One more check: The plan says "Coinsurance after deductible, in-network ................. 20% member / 80% plan". If deductible had been met, member would pay 20% of allowed. Not here.
Could the copay apply instead of deductible? The listed copays are for Primary care office visit, Specialist office visit, Urgent care, Emergency room, Generic retail pharmacy. Outpatient MRI is not an office visit or those. There's no copay for diagnostic imaging. So no copay.
Let's also think: Some plans have "Outpatient diagnostic imaging" subject to deductible then coinsurance. Yes.
Now final.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Qwen3.8 Flash · Alibaba9.0s · 385 out | 6.7s · 477 out | 31.1s · 668 out
Reasoning · 270 tokens
We need answer JSON only. Need adjudicate Claim 1. Plan Bluebonnet PPO 1500. Accumulators before 0. Claim 1 in-network outpatient MRI lumbar spine allowed 940. Not listed copay; subject deductible then coinsurance. Individual deductible 1500, currently 0. Deductible applied = 940 (since less than 1500). After deductible remaining 0, coinsurance amount = 0? In network coinsurance 20/80 after deductible satisfied? Since entire allowed consumed by deductible, member pays deductible 940, plan pays 0. Member responsibility total 940. Ending member deductible after claim = 940. Ending member OOPM = member cost share credited? Deductible payments credit OOPM. Yes 940. Copay 0. Need report fields for final claim only, which is Claim1. Values two decimals. Ensure sum member+plan=940. plan_paid 0.00. deductible_applied 940.00. coinsurance_amount 0.00. ending_member_deductible 940.00 ending_member_oopm 940.00. JSON block only.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 362 tokens
We need answer JSON only. Need adjudicate Claim 1. Plan Bluebonnet PPO 1500. Member starts deductible 0, OOPM 0. Claim outpatient MRI, in-network, allowed 940. Need determine if preventive? Not preventive. Service type MRI diagnostic? Coinsurance after deductible 20% member /80% plan. No copay listed for outpatient MRI. Need apply deductible: individual deductible 1500. Since deductible credited 0, entire 940 applies to deductible. Member responsibility 940, plan paid 0. deductible_applied = 940.00? copay=0, coinsurance=0. Ending member deductible = 940. Ending member OOPM: deductible counts toward OOPM? Glossary says OOPM is ceiling on member cost share; usually deductible and coinsurance and copays count unless excluded. Plan says copays always credit OOPM; preventive no cost share. It doesn't explicitly state deductible credits OOPM, but standard. Need infer: once reaches OOPM plan pays 100% covered services; deductible is member cost share. The required field ending_member_oopm after all claims likely include deductible 940. Also family accumulators? Required ending member only. So oopm 940.
Need output exact keys only with two decimal places. Ensure member_responsibility + plan_paid = 940.00. Deductible_applied maybe portion of final claim (940), copay_amount 0, coinsurance_amount 0. End member deductible 940, end member oopm 940. JSON block only.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 553 tokens
We need answer JSON only. Need adjudicate claim 1. Plan: Bluebonnet PPO 1500. Member accumulators before claim 1: deductible 0, OOP 0. Claim 1 outpatient MRI lumbar spine, in-network, allowed 940. Need final claim fields: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm.
Rules: In-network after deductible coinsurance 20/80. Individual deductible 1500. No copay for MRI (service-specific copays only listed). So deductible applies up to 940 since 0 credited, member pays 940 deductible, plan 0. OOP credits member deductible 940, family deductible 940. ending_member_deductible 940? Wait "ending_member_deductible" likely member deductible accumulator after all claims, i.e. credited amount? They say Member deductible credited year to date. Usually ending_member_deductible could be remaining deductible? Need infer required key name: "ending_member_deductible" — member deductible accumulator after all claims. Accumulator = running year-to-date total of member's deductible or OOPM. So ending_member_deductible should be amount credited toward deductible, not remaining. Given initial 0, claim deductible applied 940 => ending 940. If they meant remaining, they'd say remaining deductible. Use accumulator. OOP credits: deductible applies to OOP too. ending_member_oopm 940. copay 0, coinsurance 0.
Need ensure allowed billed 1786 but allowed 940 basis. member_responsibility 940 plan_paid 0. Use numbers with two decimals? JSON numbers can be 940.00? Typically output exact decimal? Could output 940.00. JSON accepts number 940.0 or 940.00? In JSON, number syntax can have fraction digits, 940.00 okay. But Python? It can parse. Better output numeric values with two decimals as strings? Task says number with two decimal places, not string. JSON number can include trailing zeros? Yes syntax allows 940.00? JSON numbers: decimal fraction .digits; can be multiple digits. So 940.00 valid? I believe yes. Some generators normalize but okay. We output 940.00 etc.
Need only one fenced JSON block, no commentary. Ensure keys.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Kimi K2.6 · Moonshot62.3s · 2,150 out | 6.4s · 1,717 out | 33.8s · 1,971 out
Reasoning · 2,058 tokens
We need to adjudicate Claim 1. Let's parse the plan document and accumulators.
Plan: Bluebonnet PPO 1500.
Plan year 2026.
Deductible:
- Individual (in-network): 1500.00
- Family (in-network): 3000.00
- Structure: EMBEDDED. Individual satisfies on their own; family deductible also satisfied once total family credits reach family amount, whichever comes first.
- Out-of-network (individual): 3000.00
- In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network.
Out-of-pocket maximum:
- Individual (in-network): 6000.00
- Family (in-network): 12000.00
- Individual (out-of-network): 12000.00
- Once a member reaches the OOPM, plan pays 100% of allowed amount for covered services for remainder of plan year.
Member cost share:
- Coinsurance after deductible, in-network: 20% member / 80% plan
- Coinsurance after deductible, out-of-network: 40% member / 60% plan
- Primary care office visit: 30.00 copay
- Specialist office visit: 60.00 copay
- Urgent care: 75.00 copay
- Emergency room: 400.00 copay, WAIVED if visit results in inpatient admission, in which case subject to deductible and coinsurance
- Generic retail pharmacy: 15.00 copay
- Copays do NOT credit the deductible. Copays always credit the OOPM.
Preventive care: In-network preventive services required to be covered without cost share are paid at 100% of allowed amount and not subject to deductible, coinsurance, or copay.
Basis of payment: Member cost share is calculated from ALLOWED amount. Amounts billed above allowed amount are not member's responsibility for in-network services.
Member accumulators before Claim 1:
- Member deductible credited YTD: 0.00
- Member OOP credited YTD: 0.00
- Family deductible credited YTD: 0.00
- Family OOP credited YTD: 0.00
Claim 1: 2026-05-14
- Service: Outpatient MRI, lumbar spine, in-network
- Network: In-network
- Billed charge: 1786.00
- Allowed amount: 940.00
We need to compute:
- member_responsibility for Claim 1
- plan_paid for Claim 1
- deductible_applied for Claim 1
- copay_amount for Claim 1
- coinsurance_amount for Claim 1
- ending_member_deductible after all claims (just Claim 1)
- ending_member_oopm after all claims (just Claim 1)
The service is an outpatient MRI, in-network. It's not a preventive service. It's not an office visit, urgent care, ER, or pharmacy. So it is subject to deductible and coinsurance.
Allowed amount = 940.00.
Member deductible balance before claim = 0.00. Individual in-network deductible = 1500.00. So there is still 1500.00 of deductible remaining.
Since allowed amount 940.00 is less than remaining deductible (1500.00), the entire allowed amount applies to the deductible.
Thus:
- deductible_applied = 940.00
- copay_amount = 0.00 (no copay applies)
- coinsurance_amount = 0.00 (because deductible not yet satisfied, no coinsurance)
- member_responsibility = 940.00
- plan_paid = 0.00
Check: member_responsibility + plan_paid = 940.00 + 0.00 = 940.00 = allowed amount. Good.
Now accumulators after claim:
- ending_member_deductible = 0.00 + 940.00 = 940.00
- ending_member_oopm = 0.00 + 940.00 = 940.00
Wait, does deductible credit also credit OOPM? Typically yes, the amount the member pays toward deductible counts toward OOPM. The plan document says: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." It doesn't explicitly say deductible credits count toward OOPM, but in standard health insurance, amounts paid toward deductible count toward OOPM. However, we must check if the plan document says anything. The glossary says "Accumulator: the running year-to-date total of a member's deductible or OOPM." The OOPM is "the ceiling on member cost share for the plan year. Once reached, the plan pays 100% of the allowed amount for covered in-network services." It doesn't explicitly state that deductible payments count toward OOPM, but the standard interpretation in these harness tasks is that the member's cost share (what they actually pay) counts toward OOPM. Since the member pays the deductible amount, that should count toward OOPM. Also, the prompt says "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." This implies that other member payments (deductible, coinsurance) do credit both. So ending_member_oopm = 940.00.
But let's double-check: Is there any family accumulator effect? The question asks for ending_member_deductible and ending_member_oopm. It doesn't ask for family accumulators. So we just compute member-level.
Thus:
member_responsibility: 940.00
plan_paid: 0.00
deductible_applied: 940.00
copay_amount: 0.00
coinsurance_amount: 0.00
ending_member_deductible: 940.00
ending_member_oopm: 940.00
Wait, is there any nuance about "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This just says there is one balance. For in-network, threshold is 1500.00. So correct.
Also, is the MRI subject to a copay? No, only specific services have copays. MRI is not listed, so deductible/coinsurance applies.
One more thing: The allowed amount is 940.00. Billed is higher. For in-network, member is not responsible for amounts above allowed. So member responsibility is based on allowed.
Everything seems straightforward.
But I need to be careful: The prompt says "Report the required fields for Claim 1." The required keys are listed. So I need to output exactly those keys.
Keys:
- member_responsibility
- plan_paid
- deductible_applied
- copay_amount
- coinsurance_amount
- ending_member_deductible
- ending_member_oopm
Values are numbers with two decimal places.
Let's format as JSON.
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Wait, is there any possibility that the OOPM does not include deductible? In many plans, OOPM includes deductible + coinsurance + copays. The plan document says "Once a member reaches the out-of-pocket maximum the plan pays 100% of the allowed amount for covered services for the remainder of the plan year." It does not explicitly define what counts toward OOPM, but the glossary says "Accumulator: the running year-to-date total of a member's deductible or OOPM." The mention that copays always credit OOPM suggests that other cost shares also credit OOPM. The standard in these tasks is that what the member pays counts to OOPM. So yes, 940.00.
But let's double-check the exact wording: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." This is a specific rule about copays. It does not say "only copays credit the OOPM." So deductible and coinsurance also credit OOPM. So 940.00 is correct.
Also, is the family deductible embedded? Yes. But since we only have one member and one claim, family deductible is not relevant for the member's own satisfaction, but the family accumulator would also increase. However, we don't need to report family accumulators.
Thus final answer is as above.
One more nuance: The prompt says "ending_member_deductible" is the member deductible accumulator after all claims. Since the deductible credited YTD was 0.00 and we applied 940.00, the ending is 940.00. Similarly OOPM.
I think that's it.
Wait, could the MRI be considered a "specialist office visit"? No, it's an outpatient imaging service. Not an office visit.
Could it be preventive? No, lumbar spine MRI is diagnostic.
So no copay.
Therefore, the JSON is correct.
Let's ensure no trailing commas, proper formatting, and exactly one fenced JSON block.
```json
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
```
Looks good.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,799 tokens
We need adjudicate Claim 1. Plan document: Bluebonnet PPO 1500. Member accumulators before claim: all 0.00.
Claim 1: Outpatient MRI, lumbar spine, in-network. Allowed amount = 940.00. Deductible individual in-network = 1500.00. Since accumulators are 0, member hasn't met deductible. Coinsurance after deductible: in-network 20% member / 80% plan. Copays? Service is MRI, not an office visit or urgent care/ER/pharmacy. So no copay. Preventive care? MRI is not preventive.
Therefore member pays deductible first. Allowed amount 940.00 is less than remaining deductible 1500.00. So entire allowed amount goes to deductible. Member responsibility = 940.00. Plan pays = 0.00. Deductible applied = 940.00. Copay = 0.00. Coinsurance = 0.00.
Ending member deductible accumulator = previous 0 + 940.00 = 940.00. Ending member oopm = previous 0 + 940.00 = 940.00? Wait: does deductible count toward OOPM? Typically yes, but need to check plan document. It says "Out-of-pocket maximum ... Once a member reaches the out-of-pocket maximum the plan pays 100%..." The plan document doesn't explicitly say deductible counts toward OOPM, but under standard ACA and typical plan designs, deductible counts toward OOPM. However, we must rely on material in prompt. The plan document says: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." It does not say whether deductible counts toward OOPM. Usually, unless specified otherwise, deductible counts toward OOPM. But in this harness, if the material does not settle the question, we need to say so? The required keys must be numbers. They ask for ending_member_oopm. We need to know if deductible credits OOPM.
Let's parse plan document carefully:
- Deductible section: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance." It doesn't mention OOPM.
- OOPM section: "Once a member reaches the out-of-pocket maximum the plan pays 100% of the allowed amount for covered services for the remainder of the plan year."
- Member cost share: Coinsurance after deductible etc.
- Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum.
The plan document does not explicitly state that deductible payments count toward the OOPM. In many plan documents, they do by default, but sometimes OOPM includes deductible, coinsurance, and copays. However, if not specified, is that considered unsettled? But the required key is a number. The harness expects a number.
We need to infer from typical health plan operations: The out-of-pocket maximum is a ceiling on member cost share. Deductible is part of cost share. If deductible didn't count toward OOPM, the plan document would specify that. Usually OOPM includes deductible, coinsurance, and copays (and maybe not premiums or non-covered). Since they explicitly mention copays credit OOPM, and that copays don't credit deductible, they haven't said deductible doesn't credit OOPM. So it's reasonable to assume deductible counts toward OOPM.
But let's think if there is any scenario where deductible does NOT count. Some plans have separate drug deductible etc. But here no such mention. So ending_member_oopm = 940.00.
Wait: could there be family accumulator update? The task only asks for "ending_member_deductible" and "ending_member_oopm". Not family. So we just need member-level.
Let's double-check: The claim is in-network. Deductible threshold 1500 individual. Member hasn't met. Allowed amount 940.00 < remaining deductible 1500.00. So deductible applied = 940.00. Member responsibility = 940.00. Plan paid = 0.00. Coinsurance amount = 0.00 (since no amount left after deductible). Copay amount = 0.00.
Ending member deductible = 940.00. Ending member oopm = 940.00.
But wait: could there be an "allowed amount" basis where billed charge is irrelevant. Yes, billed charge 1786 is irrelevant.
Check if MRI is subject to pre-deductible coinsurance? No, only after deductible.
Also check if any special rule for imaging. None in plan doc.
So final JSON:
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Need to ensure exactly two decimal places, plain numbers.
Let's consider if OOPM includes deductible. If unknown, what would happen? The score might compare exact numbers. If they assume OOPM includes deductible, this is correct. If they assume OOPM excludes deductible (like some plans have a separate "out of pocket limit" that excludes deductible), then ending_member_oopm would be 0.00? But that would be weird because coinsurance counts, but if deductible doesn't count, they'd usually say "does not include deductible". Standard ACA rules: OOPM includes deductibles, coinsurance, copays. Since plan document is silent, we apply standard ACA? The prompt says "Where a plan document ... is supplied, that document governs, even where it differs from what you believe the real-world rule to be. Where the supplied material does not settle the question, say so through the answer format rather than assuming a resolution." But we are forced to give a number for ending_member_oopm. Does the supplied material settle whether deductible counts toward OOPM?
The material says "Once a member reaches the out-of-pocket maximum the plan pays 100% of the allowed amount for covered services for the remainder of the plan year." It does not define what counts toward it. But generally the accumulator for OOPM is increased by member cost-share amounts. Deductible is a member cost-share. The document defines deductible and coinsurance and copays as member cost share. The OOPM is a ceiling on member cost share. By natural reading, all member cost share counts. The only explicit mention is that copays always credit the OOPM. There's no mention of deductible not crediting OOPM. So the material does settle it: member cost share counts, and deductible is member cost share.
However, let's examine the possibility that the plan document is intentionally vague to test if we can assume. But the harness expects a JSON with numbers. There is no "insufficient information" field. The only fields are numbers. So we must provide numbers. Thus the intended resolution is that deductible counts toward OOPM.
Let's verify if any other nuance: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This is about deductible balance. Not OOPM.
What about family deductible? Since embedded, individual can satisfy on own. Member responsibility 940 counts toward individual deductible and family deductible. But we only need member deductible accumulator.
So answer is straightforward.
Double-check rounding: 940.00 exactly.
Final JSON keys exactly: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm.
No commentary outside JSON.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,031 tokens
We need to adjudicate a single claim (Claim 1) for the Bluebonnet PPO 1500 plan. Member accumulators before Claim 1: member deductible YTD 0.00, member OOPM YTD 0.00, family deductible 0.00, family OOPM 0.00.
Claim 1: 2026-05-14, Outpatient MRI, lumbar spine, in-network. Allowed amount 940.00.
We need to compute member responsibility, plan paid, deductible applied, copay amount, coinsurance amount, ending member deductible, ending member OOPM.
Plan details:
- Deductible: individual in-network 1500.00. Family in-network 3000.00. Embedded structure. Individual can satisfy individual deductible on their own; family deductible is satisfied once total family credits reach family amount, whichever comes first.
- Out-of-pocket maximum: individual in-network 6000.00, family in-network 12000.00.
- Coinsurance after deductible, in-network: 20% member / 80% plan.
- Copays: various, none apply to MRI (no copay listed for MRI; it's not office visit, urgent care, ER, or pharmacy). So cost share is deductible + coinsurance.
- Preventive care: not applicable.
- Basis of payment: member cost share from allowed amount. In-network, so no balance billing.
Thus for Claim 1:
Allowed amount = 940.00.
Member deductible YTD before claim = 0.00.
Individual deductible threshold = 1500.00.
Family deductible threshold = 3000.00; embedded means the individual deductible is separate but family total also counts. However, for a single claim, we need to see how much deductible applies.
Since member has 0.00 deductible met, the full allowed amount (940.00) is subject to deductible until individual deductible is met. Since 940 < 1500, the entire allowed amount applies to deductible? Wait: if the service is subject to deductible and coinsurance, the allowed amount is first applied to deductible. So deductible_applied = min(allowed_amount, remaining deductible). Remaining individual deductible = 1500.00. So deductible_applied = 940.00.
After deductible, remaining allowed amount = 0.00. So coinsurance = 0.00. Copay = 0.00.
Member responsibility = deductible_applied + copay + coinsurance = 940.00 + 0 + 0 = 940.00.
Plan paid = allowed_amount - member_responsibility = 940.00 - 940.00 = 0.00.
But wait: is the MRI considered a service with coinsurance after deductible? The plan document says "Coinsurance after deductible, in-network ... 20% member / 80% plan". It doesn't list exceptions for MRI. So yes.
Ending member deductible = previous 0.00 + 940.00 = 940.00.
Ending member OOPM = previous 0.00 + member responsibility 940.00 = 940.00. (Since deductible credits OOPM? Usually deductible payments count toward OOPM. The plan says "Once a member reaches the out-of-pocket maximum the plan pays 100%...". It doesn't explicitly say deductible counts toward OOPM, but in standard health plans, deductible amounts count toward OOPM. Also the accumulators are given separately for deductible and OOPM, usually OOPM includes deductible and coinsurance and copays. The glossary: "Out-of-pocket maximum (OOPM): the ceiling on member cost share for the plan year. Once reached, the plan pays 100% of the allowed amount for covered in-network services. Premiums and non-covered services never count toward it." The glossary doesn't explicitly say what counts, but standard interpretation: deductible, coinsurance, copays count. The prompt notes: "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." And deductible is a type of member cost share. So yes, deductible amount counts toward OOPM.
Thus ending_member_oopm = 940.00.
Check family accumulators? The required keys are just ending_member_deductible and ending_member_oopm. Family accumulators are not required in output. But they might be used for adjudication if family deductible matters. Embedded deductible: individual satisfies individual deductible on their own; family deductible is also satisfied once total family credits reach the family amount, whichever comes first. So the individual deductible is the limiting factor here. No need to consider family.
Double-check if there's any nuance about the embedded deductible: "an individual satisfies the individual deductible on their own; the family deductible is also satisfied once total family credits reach the family amount, whichever comes first." That means the member's deductible accumulation counts toward both individual and family. But for the member's cost share, we compare against individual threshold (1500) because it's lower and embedded.
So everything seems straightforward.
Now formatting: plain numbers with two decimal places, no currency symbol. JSON keys exactly as listed.
"member_responsibility": 940.00
"plan_paid": 0.00
"deductible_applied": 940.00
"copay_amount": 0.00
"coinsurance_amount": 0.00
"ending_member_deductible": 940.00
"ending_member_oopm": 940.00
Wait: Is plan paid 0.00? Yes, because allowed amount is fully consumed by deductible. No coinsurance portion.
Double-check: Some plans might have a situation where the deductible applies to the allowed amount, but the plan might pay nothing until after deductible. Yes.
Let's re-read: "Member cost share is calculated from the ALLOWED amount." So deductible_applied is 940.00. Plan paid = allowed amount - member responsibility. Member responsibility includes deductible, copay, coinsurance. So plan paid = 0.00. That seems correct.
But what about the family deductible? Since family deductible is also 0 before claim, family deductible becomes 940. But we don't need to report it. However, is there any cross-impact? No.
One more nuance: "In-network and out-of-network deductible credits accumulate to a SINGLE member deductible balance. The amount above is the threshold that balance is measured against when the service is out-of-network." This just means one balance for deductible, not separate buckets. Not relevant here.
So final JSON:
{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Wait, I should verify if OOPM accumulators include deductible. The prompt: "Member out-of-pocket credited year to date 0.00". After claim, we add member responsibility. Since member responsibility = deductible_applied + copay + coinsurance, OOPM = 940.00. That is standard.
But what if the plan considers only coinsurance and copays toward OOPM? The glossary says OOPM is "the ceiling on member cost share". Deductible is member cost share. Also the plan says "Copays do NOT credit the deductible. Copays always credit the out-of-pocket maximum." This implies that things that credit the OOPM include copays. It does not explicitly mention deductible, but in standard plans, yes. The question is whether the synthetic plan might have an odd rule. Let's scan the plan document:
"Out-of-pocket maximum
Individual (in-network) ................ 6000.00
Family (in-network) .................... 12000.00
Individual (out-of-network) ............ 12000.00
Once a member reaches the out-of-pocket maximum the plan pays 100% of the
allowed amount for covered services for the remainder of the plan year."
That's all it says. No explicit mention of deductible counting. However, in the real world, deductibles always count. The harness probably expects standard interpretation. Also, if deductible didn't count, then ending_member_oopm would be 0.00, which seems wrong because then the OOPM would never be reached for a plan with high deductible and no other services. But it's possible. Let's think about typical ACA plans: OOPM includes deductible, coinsurance, copays. The prompt's glossary defines OOPM as "the ceiling on member cost share". Deductible is defined as "the amount a member pays at the allowed rate before coinsurance begins." This is member cost share. So it should count.
Also, if they gave family OOPM accumulators, they'd expect similar logic.
Thus OOPM = 940.00.
I think that's the answer.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V4 Pro · DeepSeek5.3s · 323 out | 9.3s · 616 out | 2.3s · 93 out
Reasoning · 229 tokens
We are given a single claim. The member has 0 accumulators. The claim is in-network outpatient MRI. The plan: deductible 1500 individual in-network. Coinsurance after deductible: 20% member. No copay for MRI. So the allowed amount is 940.00. The member deductible currently 0. Since 940 < 1500, the entire allowed amount goes to the deductible. The member pays 940.00, plan pays 0.00. Deductible applied: 940.00. No copay, no coinsurance. After claim, member deductible = 940.00, member OOPM = 940.00. Family deductible = 940.00 (since member credits count). Family OOPM = 940.00.
Check: member_responsibility = 940.00, plan_paid = 0.00, deductible_applied = 940.00, copay_amount = 0.00, coinsurance_amount = 0.00. Ending member deductible = 940.00, ending member OOPM = 940.00.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 522 tokens
We are given a plan document and a member's accumulators as zero before Claim 1. We need to adjudicate Claim 1.
Claim 1: outpatient MRI, lumbar spine, in-network. Allowed amount = 940.00.
First, determine the cost share structure. This is a diagnostic service, not a primary care office visit, specialist visit, urgent care, ER, or pharmacy. So it will be subject to the deductible and coinsurance, not a copay. The plan says: "Coinsurance after deductible, in-network: 20% member / 80% plan". So after deductible is met, member pays 20% coinsurance.
Member's individual deductible is 1500.00. Current deductible credited: 0.00. Allowed amount 940.00 goes toward deductible first. So the entire allowed amount is applied to deductible. Member responsibility = 940.00, plan paid = 0.00. Deductible applied = 940.00. Copay = 0.00, coinsurance = 0.00.
Ending accumulators: member deductible credited from 0.00 to 940.00. Out-of-pocket: member responsibility counts toward OOPM? Yes, all member cost share (deductible, copay, coinsurance) counts toward OOPM. So OOPM credited also becomes 940.00. Family deductible credited: since it's embedded, the member's deductible credits also count toward family deductible. So family deductible credited becomes 940.00. Family OOPM: member's OOPM credits count toward family OOPM? The plan says "Once a member reaches the out-of-pocket maximum the plan pays 100%...". Family OOPM is 12000.00, and likely the family OOPM accumulator tracks the sum of all family members' OOPM contributions. But the problem only asks for "ending_member_deductible" and "ending_member_oopm", so we only need to output those. No requirement for family accumulators. So we output:
member_responsibility: 940.00
plan_paid: 0.00
deductible_applied: 940.00
copay_amount: 0.00
coinsurance_amount: 0.00
ending_member_deductible: 940.00
ending_member_oopm: 940.00
Check: allowed = member_responsibility + plan_paid = 940.00. All good.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.6 Luna · OpenAI2.5s · 132 out | 2.2s · 146 out | 1.9s · 133 out
Reasoning · 37 tokens
**Calculating deductible amounts**
I need to calculate the amounts properly here. The deductible of 940 is applied, so the member pays that amount, and then the plan shows 0. For the accumulators, there's the deductible of 940 and an out-of-pocket maximum (oopm) of 940 as well. I'm thinking I need to ensure the JSON keys are formatted correctly. It's important to keep everything organized so it can all be processed smoothly!json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 51 tokens
**Calculating network deductible**
I need to run some calculations here. The network deductible is $1,500, with an allowed amount of $940. The member portion is also $940, and the plan covers none of it. The deductible accumulator stands at $940, with an out-of-pocket maximum (OOPM) of $940 as well. There are no copays or coinsurance to consider. I’ll format this in exact JSON as needed.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 38 tokens
**Calculating deductible details**
I need to calculate some figures related to deductibles. It looks like we've got a deductible of 940 applied, with the member's responsibility also at 940, while the plan amount is 0 and the ending deductible is also 940. My out-of-pocket maximum is 940 too. I’ll ensure I have the exact JSON keys for these values. This organization will help me streamline the process more effectively!json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V4 Flash · DeepSeek4.5s · 681 out | 6.5s · 432 out | 6.3s · 557 out
Reasoning · 586 tokens
We need to adjudicate Claim 1 only? The task says "CLAIMS (adjudicate in the order listed)" and then lists Claim 1. Then "Report the required fields for Claim 1." So we need to adjudicate just the first claim. Required keys are for the final claim listed, which is Claim 1. We need to calculate member responsibility, plan paid, deductible applied, copay, coinsurance, ending member deductible, ending member OOPM. Since no claims after, accumulators after Claim 1.
Plan: Bluebonnet PPO 1500. Individual deductible in-network 1500, embedded. Member has 0 accumulated. Claim is outpatient MRI, in-network, allowed 940. Billed above allowed, so member cost share based on allowed.
Is it subject to deductible and coinsurance? It's not a copay service (not office visit, urgent care, ER, pharmacy). It's outpatient MRI. So deductible applies. Member has 0 deductible, so entire allowed 940 goes toward deductible. Member pays 940, plan pays 0. Deductible applied = 940. No coinsurance because deductible not met? Actually after deductible, coinsurance 20%. Since deductible is 1500, and 940 applied, remaining balance doesn't reach coinsurance, so coinsurance amount = 0. Copay amount = 0. Member responsibility = 940. Plan paid = 0. Sum equals allowed 940.
Ending member deductible accumulator: after claim, member deductible credited YTD = 940.00. But required key "ending_member_deductible" — likely member deductible accumulator balance? The prompt says "ending_member_deductible number — member deductible accumulator after all claims". In accumulator terms, it's the amount credited YTD toward deductible. So 940.00.
Ending member OOPM: Member OOPM credited YTD: member cost share counts toward OOPM. Deductible and coinsurance and copays credit OOPM. So 940.00. The plan says "Copays always credit the out-of-pocket maximum." Deductible credits OOPM generally. So ending member OOPM = 940.00.
Check family accumulators? Not required, only member. There's only one member. Family deductible credited YTD would also be 940 but not required.
Need output JSON with exactly keys. Values numbers with two decimal places.
member_responsibility: 940.00
plan_paid: 0.00
deductible_applied: 940.00
copay_amount: 0.00
coinsurance_amount: 0.00
ending_member_deductible: 940.00
ending_member_oopm: 940.00
Ensure no trailing text, exactly one fenced JSON block.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 339 tokens
We need answer only JSON. Need adjudicate Claim1 only? User says claims listed but required fields final claim. There's only one claim. Need compute.
Plan: Deductible individual in-network 1500, embedded family? Member accumulators 0. Family? For single? We have family deductible credited 0, but member likely? We need final claim = claim1.
Claim1: MRI lumbar spine in-network, allowed 940, billed irrelevant. Not preventive. Cost share: Deductible applies? In-network individual deductible 1500. YTD 0. So entire 940 to deductible until 1500. Deductible_applied 940. No coinsurance because deductible not met? Actually coinsurance after deductible; if allowed amount applied to deductible fully, yes no coinsurance for that claim? Typically deductible portion 100% member, coinsurance after deductible 0 because remaining deductible not exhausted. Plan paid 0. Member responsibility 940. Copay 0. Coinsurance 0. Ending_member_deductible 940. Ending_member_oopm 940 (deductible credits to OOPM? Plan says copays credit OOPM, and in glossary OOPM ceiling on member cost share, deductible counts; yes member paid 940 counts. Accumulator. Family deductible? Not asked. Ending OOP 940.00. plan_paid = allowed 940 - member 940 = 0. Need member_responsibility + plan_paid = allowed. Good.
Need output JSON only with keys. Need include exactly one fenced JSON. No extra. Use plain numbers 940.00 etc.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 464 tokens
We need to adjudicate Claim 1. It's an outpatient MRI, in-network. No copay specified for MRI; subject to deductible and coinsurance. Member deductible YTD 0, family deductible YTD 0. In-network individual deductible 1500. Family 3000 embedded. Need apply deductible. Allowed 940.00. Deductible remaining? Member has individual deductible 1500, family 3000 but embedded. Since only this member? Family deductible credited YTD 0. The member's deductible credits toward both individual and family. For a single member, the family deductible is not really relevant unless family member claims. But embedded means individual deductible applies. After this claim, member deductible credits 940.00, which is less than individual 1500, so entire allowed goes to deductible. Member responsibility 940.00 deductible, no coinsurance because deductible not met. Plan paid 0.00. Deductible applied 940.00, copay 0, coinsurance 0. Ending member deductible 940.00. Ending member OOPM: does deductible count toward OOPM? Yes, deductible payments count toward OOPM generally unless plan says otherwise. Here "Copays always credit the out-of-pocket maximum." Deductible also; typical. OOPM 6000 individual. Starting 0; member paid 940 deductible, so ending member OOPM 940.00. Also family accumulators? Not required keys. Only ending_member_deductible and ending_member_oopm.
Need output JSON with six keys for final claim. Actually keys: member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending_member_deductible, ending_member_oopm. All final claim. Since only Claim 1, final claim is Claim 1.
Check member_responsibility plus plan_paid = allowed amount 940.00. 940 + 0 = 940. Good.
Deductible applied 940.00. Coinsurance 0.00 Copay 0.00. Ending member deductible 940.00. Ending member OOPM 940.00.
No other claims.
Need output exactly fenced JSON code block.json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Haiku 4.5 · Anthropic23.4s · 1,990 out | 14.4s · 1,438 out | 28.0s · 2,837 out
Reasoning · 1,880 tokens
Let me work through this claim adjudication step by step.
**Claim 1: Outpatient MRI, lumbar spine, in-network**
- Date: 2026-05-14
- Network: In-network
- Billed: 1786.00
- Allowed: 940.00
**Current accumulators before this claim:**
- Member deductible: 0.00
- Member OOPM: 0.00
- Family deductible: 0.00
- Family OOPM: 0.00
**Plan rules for this service:**
- In-network deductible: Individual $1500, Family $3000 (embedded structure)
- In-network coinsurance: 20% member / 80% plan
- In-network individual OOPM: $6000
- In-network family OOPM: $12000
- This is NOT a preventive service (it's an MRI)
- This is NOT a copay service (copays apply to PCP, specialist, urgent care, ER, pharmacy)
**Adjudication:**
Starting with the allowed amount of $940.00.
1. **Deductible application:**
- Individual deductible remaining: $1500.00
- The member hasn't met their deductible yet
- Apply the full $940.00 to the deductible
- Deductible applied: $940.00
- Member deductible remaining after this claim: $1500.00 - $940.00 = $560.00
- Amount remaining after deductible: $0.00
2. **Coinsurance:**
- Since the full allowed amount was applied to the deductible, there's no amount left for coinsurance
- Coinsurance amount: $0.00
- MRI has no copay, so that's $0.00 too
Total member cost is just the deductible piece: $940.00 (deductible) + $0 (coinsurance) + $0 (copay) = $940.00.
Plan paid: $940.00 - $940.00 = $0.00.
Since deductible amounts count toward OOPM, this $940 also applies to the member's OOPM tracking.
Now for ending accumulators - I need to think about whether these track credited amounts or remaining amounts. The glossary calls it a "running year-to-date total," and the input shows "Member deductible credited year to date... 0.00" - so this is tracking what's been applied, not what's left.
With one claim credited: ending deductible = 0.00 + 940.00 = 940.00, and ending OOPM = 940.00 as well, since deductible amounts count toward OOPM per the plan rules about copays crediting OOPM and the 100% coverage kicking in once OOPM is reached.
Breaking down the responsibility: deductible absorbs the full $940.00 allowed amount, leaving nothing for coinsurance or copay (MRI isn't a copay service anyway). So plan paid = $940.00 - $940.00 = $0.00, and both accumulators land at $940.00.
The copay note confirms copays credit OOPM but not deductible—but deductible and coinsurance typically credit both. So OOPM tracks the full $940.00 here.
Since this is the only claim, it's also the final claim, so I report: member_responsibility $940.00, plan_paid $0.00, deductible_applied $940.00, copay_amount $0.00, coinsurance_amount $0.00, ending_member_deductible $940.00, ending_member_oopm $940.00.
Check: $940.00 + $0.00 = $940.00 allowed amount ✓
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,328 tokens
Let me work through this claim adjudication step by step.
**Claim 1 Details:**
- Service: Outpatient MRI, lumbar spine, in-network
- Network: In-network
- Billed charge: 1786.00
- Allowed amount: 940.00
- Date: 2026-05-14
**Starting accumulators:**
- Member deductible credited: 0.00
- Member OOPM credited: 0.00
- Family deductible credited: 0.00
- Family OOPM credited: 0.00
**Plan Rules:**
- Individual deductible (in-network): 1500.00
- Family deductible (in-network): 3000.00
- Structure: EMBEDDED (individual satisfies on their own; family also satisfied once total family credits reach family amount)
- In-network coinsurance: 20% member / 80% plan after deductible
- Individual OOPM (in-network): 6000.00
- Family OOPM (in-network): 12000.00
**Step 1: Determine if this is a preventive service**
The claim is for an "Outpatient MRI, lumbar spine." This is not listed as a preventive service in the plan. Preventive services covered without cost share are mentioned generically but MRI for lumbar spine is not preventive. This is a regular medical service.
**Step 2: Apply deductible**
The allowed amount is 940.00
The member deductible has 0.00 credited so far, so they owe up to 1500.00
Deductible to apply = min(allowed amount, remaining deductible)
Deductible to apply = min(940.00, 1500.00) = 940.00
All 940.00 of the allowed amount goes toward the deductible.
Member deductible amount: 940.00
Plan paid on deductible portion: 0.00
Since the entire allowed amount is absorbed by deductible, there's nothing left for coinsurance — 0.00 remaining, so coinsurance is 0.00 for both member and plan. No copay applies either since MRI is deductible/coinsurance-based, not copay-based.
Member responsibility = 940.00 (deductible) + 0.00 + 0.00 = 940.00
Plan paid = 940.00 - 940.00 = 0.00
Updating accumulators: member deductible goes from 0.00 to 940.00. OOPM also accumulates the same 940.00 since deductible counts toward it. Family deductible similarly increases from 0.00 to 940.00.
Family OOPM: 0.00 + 940.00 = 940.00.
Claim 1 summary checks out: member_responsibility 940.00, plan_paid 0.00, deductible_applied 940.00, all accumulators ending at 940.00.
But wait - the task asks for Claim 1 specifically, though instructions suggest reporting on the final claim in sequence - need to reconcile this.
Only one claim is listed here, so Claim 1 is both the first and final claim. The required output fields (member_responsibility, plan_paid, deductible_applied, copay_amount, coinsurance_amount, ending balances) all apply directly to it.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,728 tokens
Let me carefully work through this benefit adjudication step by step.
Initial accumulators:
- Member deductible credited: 0.00
- Member OOPM credited: 0.00
- Family deductible credited: 0.00
- Family OOPM credited: 0.00
**CLAIM 1: Outpatient MRI, lumbar spine, in-network**
- Date: 2026-05-14
- Service: Outpatient MRI, lumbar spine
- Network: In-network
- Billed charge: 1786.00
- Allowed amount: 940.00
First, I need to determine what applies to this claim:
1. Is this preventive care? No, it's an outpatient MRI for a specific condition (lumbar spine). Preventive care would be things like preventive screenings, vaccinations, etc.
2. Does it have a copay? Looking at the copay list:
- Primary care office visit: 30.00
- Specialist office visit: 60.00
- Urgent care: 75.00
- Emergency room: 400.00
- Generic retail pharmacy: 15.00
An outpatient MRI is not listed, so it doesn't have a copay.
3. This is an in-network service. The member cost share is:
- Coinsurance after deductible, in-network: 20% member / 80% plan
- Individual deductible (in-network): 1500.00
4. The member's deductible has not been met yet (0.00 credited).
Now I need to apply the deductible first, then coinsurance:
- Allowed amount: 940.00
- Amount applied to deductible: 940.00 (since the deductible is 1500.00 and we've credited 0.00)
- Remaining deductible after this claim: 560.00
- Since the entire allowed amount went to deductible, nothing is left for coinsurance
Member owes the full 940.00 (deductible), plan pays 940.00 - 940.00 = 0.00.
Now checking whether deductible payments count toward OOPM. The plan document defines OOPM as the ceiling on member cost share, with premiums and non-covered services excluded. Need to confirm what specifically credits toward it—copays don't credit the de
ductible. Copays always credit the out-of-pocket maximum.
Deductibles and coinsurance typically count toward OOPM per standard insurance practice. The plan document's specific callout that copays don't count toward deductible but do count toward OOPM implies other cost-sharing forms follow default rules—meaning deductible payments and coinsurance would count toward OOPM. So the member's deductible payment on this claim credits both deductible and OOPM.
Calculating: allowed amount is 940.00 (not the billed 1786.00, since cost-sharing is based on allowed amount). Applying full 940.00 to deductible: remaining deductible = 1500.00 - 940.00 = 560.00, remaining OOPM = 6000.00 - 940.00 = 5060.00. Member owes 940.00, plan pays 0.00.
Fields for Claim 1: member_responsibility=940.00, plan_paid=0.00, deductible_applied=940.00, copay=0.00, coinsurance=0.00, ending_member_deductible=940.00, ending_member_oopm=940.00.
Sanity check: member_responsibility + plan_paid = 940.00 = allowed amount ✓
Now confirming the embedded deductible structure: individual 1500.00, family 3000.00 — each person satisfies their own deductible independently, but the family deductible is also met once combined family credits hit 3000.00, whichever happens first.
For this member's claim, only their individual deductible (1500.00) matters here. Starting at 0 credited, they pay 940.00 toward it, leaving 560.00 remaining and 940.00 credited.
So "ending_member_deductible" should reflect the 940.00 credited amount, matching the "accumulator after all claims" definition in the output contract. I need to double check this terminology against the stated starting accumulator values before Claim 1.
Given member deductible credited YTD starts at 0.00, ending_member_deductible = 0.00 + 940.00 = 940.00. The same logic applies to OOPM: starting at 0.00, the 940.00 applied brings ending_member_oopm to 940.00 as well.
Double-checking Claim 1: allowed amount 940.00, member responsibility 940.00 (all deductible, no copay/coinsurance), plan paid 0.00. Sum of member responsibility and plan paid equals the allowed amount, confirming consistency.
Updating accumulators: deductible goes from 0.00 to 940.00, OOPM goes from 0.00 to 940.00 since member cost share counts toward OOPM per plan language. The note that "copays always credit the OOPM" implies deductible payments should too, since OOPM tracks all member cost share.
Claim 1 result: member owes 940.00, plan pays 0.00, deductible applied 940.00, no copay or coinsurance, ending deductible 940.00, ending OOPM 940.00.
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V3.2 · DeepSeek2.4s · 93 out | 3.8s · 93 out | 2.1s · 93 out
json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "plan_paid",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "deductible_applied",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "copay_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "coinsurance_amount",
"want": 0,
"got": 0,
"ok": true,
"present": true
},
{
"field": "ending_member_deductible",
"want": 940,
"got": 940,
"ok": true,
"present": true
},
{
"field": "ending_member_oopm",
"want": 940,
"got": 940,
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"member_responsibility": 940.00,
"plan_paid": 0.00,
"deductible_applied": 940.00,
"copay_amount": 0.00,
"coinsurance_amount": 0.00,
"ending_member_deductible": 940.00,
"ending_member_oopm": 940.00
}
Grader detail
json{
"fields": [
{
"field": "member_responsibility",
"want": 940,
"got": 940,
"ok": true,
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