Parityhealth-plan operations benchmark
Quality measure logic · QM-017 · hard

Prior-year exam documented negative

Record written for Parity against synthetic measure QM-DEE. The mirror image of QM-016.

Field mean
98.8
across 28 models
Models scoring 100
27
of 28
Models scoring 0
0
of 28

What the model was given

Item context, placed in the system position after the shared preamble
MEASURE QM-DEE — DIABETIC EYE EXAMINATION
Measurement year: 2026-01-01 through 2026-12-31.

ELIGIBLE POPULATION (denominator)
  Age: 18 through 75 years as of 2026-12-31.
  Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two
    outpatient claims on distinct dates of service, or on one acute inpatient
    discharge, during 2026 or 2025.
  Continuous enrolment: the full measurement year with no more than one gap of up
    to 45 days.

NUMERATOR — either of:
  N1. A retinal or dilated eye examination performed by an eye care professional
      during 2026.
  N2. A retinal or dilated eye examination performed by an eye care professional
      during 2025 WITH a result documented as negative for retinopathy. A 2025
      examination with a positive result, or with no result documented, does not
      satisfy the numerator.

REQUIRED EXCLUSIONS
  E1. Bilateral eye enucleation any time on or before 2026-12-31.
  E2. Hospice at any time during the measurement year.
  E3. Gestational diabetes or steroid-induced diabetes only, with no other
      diabetes diagnosis, during 2026 and 2025.
Prompt
MEMBER RECORD

MEMBER 40303. Date of birth 1983-11-27, so 43 years old on 2026-12-31.
Enrolment: 2026-01-01 through 2026-12-31, continuous.
History:
  2026-02-09  Office visit, diagnosis E11.9.
  2026-06-23  Office visit, diagnosis E11.9.
  2025-07-30  Dilated retinal examination by an ophthalmologist. Result documented
              as negative for retinopathy in both eyes.
  No eye examination during 2026.
No enucleation, no hospice.
Gold answer and grader
json{
  "kind": "fields",
  "fields": {
    "status": "compliant"
  }
}

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 · Anthropic6.8s · 77 out | 3.8s · 87 out | 4.2s · 85 out
Attempt 1
json{"status":"compliant","reason":"Denominator met via two 2026 E11.9 outpatient visits; numerator N2 met by 2025-07-30 dilated exam with documented negative retinopathy result."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "status": "compliant",
  "reason": "Two E11.9 outpatient visits in 2026 place the member in the denominator; the 2025-07-30 dilated exam with negative retinopathy result satisfies numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "status": "compliant",
  "reason": "Diabetes on two outpatient claims in 2026; 2025-07-30 dilated exam by ophthalmologist with negative retinopathy result satisfies numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3.7 Flash · Google3.7s · 410 out | 5.3s · 548 out | 6.5s · 529 out
Attempt 1
Reasoning · 357 tokens
**Evaluating Member Eligibility**

I've confirmed the member meets the age requirement and continuous enrollment criteria for 2026. My current focus is on analyzing their diabetes diagnosis history to ensure it satisfies the specified conditions based on the provided outpatient claims.

json{
  "status": "compliant",
  "reason": "The member had a negative dilated retinal examination by an ophthalmologist on 2025-07-30, satisfying numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 497 tokens
**Evaluating Member 40303**

I'm currently focused on assessing Member 40303 for the QM-DEE measure in measurement year 2026. My current progress involves confirming their eligibility based on age, which is confirmed as they will be 43 in 2026. Next, I'll be checking for the presence of a diabetes mellitus diagnosis.

json{
  "status": "compliant",
  "reason": "Member satisfies numerator criterion N2 with a dilated retinal examination documented as negative for retinopathy on 2025-07-30."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 476 tokens
**Evaluating Member Data**

I'm currently focusing on assessing Member 40303 for the QM-DEE measure. So far, their age aligns with the eligibility criteria for the 2026 measurement year.

**Confirming QM-DEE Compliance**

I've confirmed Member 40303 meets the QM-DEE criteria. They had two distinct outpatient diabetes diagnoses in 2026, were continuously enrolled, and crucially, had a negative dilated retinal exam by an ophthalmologist in 2025.

json{
  "status": "compliant",
  "reason": "The member had a dilated retinal examination by an ophthalmologist on 2025-07-30 with results documented as negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.5 · OpenAI2.7s · 136 out | 2.9s · 119 out | 2.4s · 124 out
Attempt 1
json{"status":"compliant","reason":"The 2025-07-30 dilated retinal exam by an ophthalmologist was negative for retinopathy, satisfying numerator N2."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 68 tokens
**Deciding on eligibility criteria**

I need to output JSON keys related to status and reason. The QM-DEE keys aren't being met. However, I see the person is eligible based on their age of 43, diabetes status with two outpatient visits in 2026, and confirmed enrollment. There are no exclusions. For the numerator, the 2025 exam by the ophthalmologist is negative for both eyes and compliant, so I'll draft a reason that stays under 30 words.
json{
  "status": "compliant",
  "reason": "A 2025-07-30 dilated retinal exam by an ophthalmologist documented negative retinopathy, satisfying N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "status": "compliant",
  "reason": "Eligible diabetic member had a 2025-07-30 dilated retinal exam with negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.6 Sol · OpenAI1.4s · 51 out | 1.4s · 46 out | 1.4s · 52 out
Attempt 1
json{
  "status": "compliant",
  "reason": "The 2025-07-30 dilated retinal examination by an ophthalmologist was negative for retinopathy, satisfying numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "status": "compliant",
  "reason": "The 2025-07-30 dilated retinal examination by an ophthalmologist was negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "status": "compliant",
  "reason": "The 2025-07-30 dilated retinal examination by an ophthalmologist documented negative results for retinopathy, satisfying numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Grok 4.6 · xAI7.0s · 385 out | 9.9s · 332 out | 9.1s · 528 out
Attempt 1
Reasoning · 343 tokens
The problem is about quality measure QM-DEE for diabetic eye examination.
json{"status": "compliant", "reason": "Two 2026 E11.9 visits meet the event; 2025-07-30 negative dilated exam satisfies N2."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 286 tokens
The member is 43 years old on 2026-12-31, which is between 18 and 75. Good.
json{"status": "compliant", "reason": "Two 2026 E11.9 outpatient visits meet the denominator; the 2025-07-30 dilated exam negative for retinopathy meets N2."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 489 tokens
The task is about quality measure logic for QM-DEE — Diabetic Eye Examination.
json{"status": "compliant", "reason": "Meets N2 via 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Grok 4.5 · xAI3.4s · 165 out | 3.2s · 167 out | 3.6s · 214 out
Attempt 1
Reasoning · 124 tokens
The member is 43 years old on 2026-12-31, which is within 18-75.
json{"status": "compliant", "reason": "Two 2026 E11.9 visits meet denominator; 2025-07-30 negative dilated exam satisfies N2."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 125 tokens
The member is 43 years old, within 18-75.
json{
  "status": "compliant",
  "reason": "Two 2026 E11.9 visits meet denominator; 2025 negative dilated exam satisfies N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 175 tokens
The member is being evaluated against QM-DEE — Diabetic Eye Examination.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated exam by ophthalmologist negative for retinopathy satisfies N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3.1 Pro · Google9.4s · 817 out | 7.3s · 557 out | 9.9s · 843 out
Attempt 1
Reasoning · 765 tokens
**My Thought Process on Member Compliance for the 2026 Measurement Year**

Alright, let's break down this member's status for the 2026 measurement year, focusing on whether they meet the criteria for diabetes eye care. My primary goal is to determine compliance, and then articulate the precise reason for that determination concisely and accurately.

First, I establish the foundational context: the measurement year is 2026. I then confirm the member's age on December 31, 2026, which is 43. This falls squarely within our target age range of 18-75 years. Their enrollment status is continuous throughout 2026, which is also essential.

Next, I scrutinize the *denominator* criteria. For this measure, the event is a diagnosis of diabetes mellitus (E10.- or E11.-) on at least two outpatient claims on separate dates within 2026 or 2025. I see the member has an E11.9 diagnosis documented on two distinct outpatient claims in 2026 (February 9th and June 23rd). This clearly satisfies the denominator requirement.

Now, onto the *exclusions*. I need to ensure no conditions preclude the member from being evaluated.
*   **E1 (Enucleation):** There's no mention of enucleation.
*   **E2 (Hospice):** No hospice care is indicated.
*   **E3 (Gestational/steroid-induced diabetes):** The member has E11.9, which is Type 2 diabetes, not gestational or steroid-induced.
Since none of these exclusions apply, the member is eligible for numerator evaluation.

The critical part is the *numerator*. This is where we assess if the required preventive care was delivered.
*   **N1 (2026 exam):** There's no record of a retinal or dilated eye exam by an eye care professional *in 2026*.
*   **N2 (2025 exam with negative result):** Ah, here's the key. The member *did* have a dilated retinal exam by an ophthalmologist on July 30, 2025. Crucially, the documented result was "negative for retinopathy." This perfectly aligns with numerator criterion N2.

Therefore, based on meeting N2, the member's status is definitively **compliant**.

Now, the refinement process for the *reason*. My initial thought is: "Meets N2 with a 2025 dilated retinal exam by an ophthalmologist documented as negative for retinopathy." This is accurate but perhaps a little verbose. The instruction emphasizes conciseness, specifically under 30 words, and naming the specific criterion or date.

I refine it to: "The member is compliant by meeting numerator N2 with a 2025-07-30 eye examination documented as negative for retinopathy." This is 17 words, clearly states the criterion (N2) and the date (2025-07-30), and the ophthalmologist detail adds valuable context.

Further refinement for optimal clarity and brevity leads to: "Met numerator N2 via a 2025-07-30 eye examination with a documented result negative for retinopathy." This is 16 words, extremely direct, and still includes all the essential information.

Finally, I consider the technical implementation. The instruction about "QM-FUM requirement" and "two further keys" is noted. However, I'm working with QM-DEE, not QM-FUM. Therefore, I correctly infer that those specific keys ("met_7_day" and "met_30_day") are not applicable to this measure and should not be included in my output.

My double-check of the denominator logic confirms age (43, within 18-75), event (two distinct E11.9 claims in 2026), and enrollment (continuous in 2026) are all met. The exclusion logic is re-verified – no exclusions apply. The numerator logic is also confirmed: the 2025-07-30 dilated retinal exam with a negative result precisely matches N2.

The resulting JSON structure reflects this entire process:
```json
{
  "status": "compliant",
  "reason": "Meets numerator N2 with a 2025-07-30 eye examination by an ophthalmologist documented as negative for retinopathy."
}
```
The reason contains 17 words, meeting the length requirement and providing all necessary details. Everything appears to be in order.

json{
  "status": "compliant",
  "reason": "Meets numerator N2 with a 2025-07-30 eye examination by an ophthalmologist documented as negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 512 tokens
**My Thought Process on Member Compliance for Diabetic Eye Exam**

Alright, let's break down this member's status for the diabetic eye exam measure. The measurement year is 2026, and this individual is 43 years old as of year-end, falling squarely within our 18-75 age range. They've maintained continuous enrollment throughout all of 2026, so that's all good. For the denominator, they've got two distinct outpatient claims documenting diabetes mellitus (E11.9) on February 9th and June 23rd of 2026 – definitely meets the denominator criteria. I've also confirmed there are no exclusions like bilateral eye enucleation, hospice, or gestational/steroid-induced diabetes.

Now, for the numerator. The ideal scenario is a retinal or dilated eye exam in 2026. This member *didn't* have one in 2026, so N1 is out. However, the measure allows for a 2025 exam if the result was negative for retinopathy. And bingo! They *did* have a dilated retinal exam by an ophthalmologist on July 30th, 2025, and the documentation clearly states the result was negative for retinopathy. This satisfies numerator N2.

Therefore, based on having met the denominator with two diabetes diagnoses and fulfilling the numerator requirement via the 2025 retinal examination with a negative retinopathy result, this member is compliant. I also double-checked that the measure being assessed is QM-DEE, so I don't need to worry about any additional QM-FUM keys. The dates all align perfectly – two diabetes diagnoses in 2026, a negative exam in 2025, continuous enrollment for 2026, and the correct age range. All signs point to compliant.

json{
  "status": "compliant",
  "reason": "The member is compliant because they had a dilated retinal examination in 2025 documented as negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 794 tokens
**My Thought Process on Evaluating MEMBER 40303 for Measure QM-DEE in 2026**

Alright, my objective here is to thoroughly assess MEMBER 40303 against the requirements of measure QM-DEE, specifically for the measurement year 2026. I need to ensure I'm covering all the criteria precisely.

First, I'm confirming the eligibility criteria. The member's age on December 31, 2026, is 43. This falls squarely within the 18-75 year age range specified for this measure, so that's a check. Continuity of enrollment for the full year 2026 is also confirmed; they were continuously enrolled, which fits the requirement.

Next, I'm looking at the core "event" for this measure: documentation of diabetes mellitus. The criteria state this needs to be on at least two outpatient claims on distinct dates during either 2025 or 2026. I see the member has office visits documented with the E11.9 diagnosis code on two separate dates in 2026: February 9th and June 23rd. This fulfills the event requirement, meaning they are part of the eligible population.

Now for the exclusions. I'm scanning for any conditions that would disqualify the member. The measure specifies no enucleation, no hospice, and no diagnosis of gestational or steroid-induced diabetes *only*. I've reviewed the available information, and none of these exclusion criteria are met. This is good; they remain in consideration.

Moving on to the numerator requirements. There are two potential paths here:
*   **N1:** A retinal/dilated eye exam by an eye care professional during 2026. I've checked, and this particular criterion was *not* met for 2026.
*   **N2:** A retinal/dilated eye exam by an eye care professional during 2025, with the result documented as negative for retinopathy. This is where I found the key information. The member had a dilated retinal examination performed by an ophthalmologist on July 30, 2025, and the documentation clearly states the result was negative for retinopathy. This satisfies N2.

Since the member meets the denominator criteria (age, enrollment, event, no exclusions) and fulfills one of the numerator requirements (N2), they are deemed compliant.

The explicit reason for compliance, as I've determined, is: "The member is compliant because they had a dilated retinal examination by an eye care professional in 2025 with a documented negative result for retinopathy."

I'm doing a final double-check on all the key points:
*   **Age:** 43, within the 18-75 range. Confirmed.
*   **Event:** E11.9 documented on two distinct outpatient dates in 2026 (Feb 9th and June 23rd). Confirmed.
*   **Enrollment:** Continuous throughout 2026. Confirmed.
*   **Denominator:** All met.
*   **Exclusions:** None of E1, E2, or E3 apply. Confirmed.
*   **Numerator:** The 2025-07-30 exam by the ophthalmologist, documented as negative for retinopathy, satisfies N2. Confirmed.

The outcome is definitively "compliant."

Now, I need to structure this into the required JSON output. The primary keys are "status" and "reason." I also considered if there were any specific QM-FUM keys, but this is QM-DEE, so no additional keys like "met_7_day" or "met_30_day" are needed.

Regarding the "reason" field, I need to be concise and under 30 words. My initial thought was "The member is compliant because they had a dilated retinal examination by an eye care professional in 2025 with a documented negative result for retinopathy." This is 26 words, which is perfect.

Let's just re-verify the member's DOB: 1983-11-27. This confirms the age calculation for 2026 is accurate. The events and enrollment periods all align. The crucial piece is that the 2025 exam meets N2, making the member compliant.

So, the final JSON structure will look like this:

```json
{
  "status": "compliant",
  "reason": "The member is compliant because they had a dilated retinal examination by an eye care professional in 2025 with a documented negative result for retinopathy."
}
```

json{
  "status": "compliant",
  "reason": "The member met the numerator with a 2025 dilated retinal examination by an ophthalmologist that was documented as negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Opus 5 · Anthropic2.4s · 125 out | 2.3s · 90 out | 1009.8s · 103 out
Attempt 1
json{
  "status": "compliant",
  "reason": "N2 met: 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy, with no exclusions."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "status": "compliant",
  "reason": "N2 met: 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"status":"compliant","reason":"Meets N2: 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy, with two 2026 E11.9 outpatient claims."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3 Flash · Google14.4s · 1,500 out | 9.4s · 1,021 out | 19.3s · 2,589 out
Attempt 1
Reasoning · 1,454 tokens
**My Thought Process for Assessing Diabetic Eye Exam (QM-DEE) Compliance**

My primary task here is to determine the compliance status for the QM-DEE measure for a specific member. I'll break down my reasoning step-by-step.

First, I identify the core components of the QM-DEE measure:
*   **The Measurement Year:** This is clearly defined as 2026-01-01 through 2026-12-31.
*   **The Member:** Member ID 40303, born 1983-11-27.
*   **Eligibility Criteria (Denominator):** I need to ensure the member qualifies for inclusion in the denominator. This involves checking their age, diagnosis of diabetes, and continuous enrollment.

Let's go through each:

1.  **Age:** The member's date of birth is 1983-11-27. At the end of the measurement year (2026-12-31), their age is 43. The eligibility range is 18-75. My member falls squarely within this range. **(Age criterion met).**

2.  **Diabetes Diagnosis (Event):** The measure requires a diagnosis of diabetes (ICD codes E10.- or E11.-) on two outpatient claims on distinct dates within the measurement year (2026) or the preceding year (2025).
    *   I see two office visits in 2026 (2026-02-09 and 2026-06-23).
    *   Both visits have the diagnosis E11.9, which is Type 2 diabetes.
    *   These are distinct dates within the 2026 measurement year. **(Diabetes diagnosis criterion met).**

3.  **Continuous Enrollment:** The member must be continuously enrolled for the full measurement year (2026-01-01 through 2026-12-31). The provided information states "continuous" for this period. **(Continuous enrollment criterion met).**

Now, I move to the **Numerator** criteria. This is where I determine if the member *received* the required service. The numerator for QM-DEE generally involves a dilated retinal eye exam. I need to check for specific conditions that might exempt the member or satisfy the requirement through past exams.

1.  **Exclusions (E1, E2, E3):** I first check for any conditions that would exclude the member from the measure altogether, even if they meet the denominator.
    *   E1: Bilateral eye enucleation. There is no history of this.
    *   E2: Hospice during 2026. There is no history of this.
    *   E3: Gestational/steroid-induced diabetes only. The diagnosis is E11.9 (Type 2 diabetes), not gestational or steroid-induced.
    *   **None of the exclusion criteria apply.**

2.  **Numerator Condition (N1, N2):** The core requirement is a retinal/dilated eye exam by an eye care professional.
    *   N1: Exam in 2026. I don't see any record of an eye exam in 2026.
    *   N2: Exam in *2025* with a *negative* result for retinopathy.
        *   I review the history and find: "2025-07-30: Dilated retinal examination by an ophthalmologist. Result negative for retinopathy."
        *   This satisfies the conditions: an exam performed by an eye care professional (ophthalmologist) in 2025, with a documented negative result for retinopathy. **(Numerator criterion N2 met).**

    *Crucially, I recall that a prior year's negative exam can satisfy the numerator if no exam occurred in the current year.*

Therefore, since the member meets all denominator criteria and satisfied the numerator via criterion N2 (the 2025 exam), I conclude they are **compliant**.

Finally, I need to format the output as requested: a JSON object with "status" and "reason". The "reason" must be concise (under 30 words) and specify the criterion or date that led to the decision.

*   The status is "compliant".
*   For the reason, I need to pinpoint *why* they are compliant. The 2025 negative exam is the key. I also remember there's a specific wording requirement for the reason: "naming the specific criterion or date that decided it." Criterion N2 is significant, as is the date of the exam.

I consider a few options for the reason:
*   "Compliant due to negative retinal exam in 2025." (Too general)
*   "Compliant: Negative dilated retinal exam on 2025-07-30." (Good, specific date)
*   "Compliant due to numerator criterion N2, met by a negative retinal exam on 2025-07-30." (A bit longer, but very precise)

The prompt also notes: "Items drawn from measure QM-FUM require two further keys...". This is QM-DEE, not QM-FUM, so I **should not** include keys like "met_7_day" or "met_30_day".

Re-reading the "reason" constraint: "one sentence, under 30 words, naming the specific criterion or date that decided it."
The most accurate and concise option that fulfills this is: "The member is compliant due to a negative dilated retinal examination performed on 2025-07-30." This is 17 words. It names the specific event (negative dilated retinal examination) and the date that satisfied the numerator.

So, my final structured thought is to construct the JSON with:
*   `"status": "compliant"`
*   `"reason": "The member is compliant due to a negative dilated retinal examination performed on 2025-07-30."`

I've double-checked all exclusions and eligibility criteria, and the logic holds. The ophthalmologist is indeed an eye care professional. The negative result was explicitly documented. The continuous enrollment is confirmed. The age is correct. The diabetes diagnoses meet the criteria. The numerator is satisfied by the 2025 exam.

json{
  "status": "compliant",
  "reason": "The member is compliant due to a negative dilated retinal examination performed on 2025-07-30."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 977 tokens
**My Thought Process for QM-DEE Compliance**

Alright, let's break down this Diabetic Eye Examination (QM-DEE) measure. The measurement year is the entirety of 2026, from January 1st to December 31st.

First, I need to confirm the eligible population – the denominator. This member is 43, so they easily fall within the 18-75 age range as of the end of 2026. The "event" requires a diagnosis of diabetes (specifically E10 or E11 codes) confirmed by either two outpatient claims on distinct dates or one inpatient discharge within 2026 or 2025. Looking at the claims, I see two outpatient office visits with an E11.9 code on distinct dates in 2026 (February 9th and June 23rd), so that criterion is met. For continuous enrollment, the member was enrolled for the full measurement year of 2026 with no significant gaps, which also checks out. So, the denominator criteria are definitely met.

Next, I examine the numerator, which has two options: N1 or N2.
N1 requires a dilated eye exam performed *during* 2026. The records clearly state there was *no* eye examination for this member in 2026. So, N1 is out.
N2, however, looks promising. It requires a dilated eye exam by an eye care professional during 2025, *with a negative result for retinopathy*. I see a record of a dilated retinal exam performed by an ophthalmologist on July 30th, 2025. The result was documented as negative for retinopathy in both eyes. This perfectly matches N2, so the numerator is met through this pathway.

Now, exclusions. I need to rule out any reasons this member wouldn't be compliant, even if they met the denominator and numerator.
E1 is bilateral eye enucleation before the end of 2026 – no indication of that.
E2 is hospice care during 2026 – also no record of that.
E3 is only gestational or steroid-induced diabetes. The member's diagnosis is E11.9, which is Type 2 diabetes, so this exclusion doesn't apply.
Since none of the exclusions apply and both the denominator and numerator (specifically N2) are met, I can confidently conclude this member is "compliant."

For the "reason" field, I want to be concise and accurate, as requested. The core of compliance here is that the member had a documented negative retinal exam performed by an ophthalmologist in the preceding year (2025). So, the most precise and under-30-word reason is: "The member is compliant due to a negative retinal examination performed by an ophthalmologist in 2025." This covers the essential elements: compliance status, the specific numerator criterion met, the type of exam, the professional performing it, and the relevant year. The final JSON output for this measure is straightforward: `"status": "compliant"` and the refined `"reason"` string.

json{
  "status": "compliant",
  "reason": "The member is compliant due to a negative retinal examination performed by an ophthalmologist in 2025."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 2,542 tokens
**My Thought Process for QM-DEE (Diabetic Eye Examination) - Member 40303**

Alright, let's break down the evaluation for QM-DEE for this member. I need to determine if they are compliant with the measure for the 2026 measurement year.

First, I'll check the basic eligibility requirements:

*   **Measurement Year:** The relevant period is January 1, 2026, to December 31, 2026.
*   **Member Details:** Member ID is 40303, DOB is November 27, 1983.
*   **Age Check:** On December 31, 2026, the member will be 43 years old (2026 - 1983 = 43). This fits the age criteria of 18-75 on that date. Good.

Next, the **Event** criterion: Diabetes mellitus (diagnoses E10.- or E11.-) needs to be established. The requirement is either two outpatient claims on distinct dates or one acute inpatient discharge during 2025 or 2026.
*   I see two outpatient claims: one on February 9, 2026 (E11.9), and another on June 23, 2026 (E11.9).
*   These are on distinct dates and both fall within the 2026 calendar year. This criterion is met.

Now, **Continuous Enrollment**: The member needs to be continuously enrolled for the full measurement year (2026) with no more than one gap of 45 days.
*   The enrollment record shows continuous coverage from January 1, 2026, to December 31, 2026. This criterion is met.

So, the member is in the **denominator** for this measure.

Now, I need to check for any **Exclusions**:
*   **E1: Bilateral enucleation:** None documented.
*   **E2: Hospice:** None documented in 2026.
*   **E3: Gestational or steroid-induced diabetes *only*:** The diagnosis codes are E11.9, which is Type 2 Diabetes Mellitus. This exclusion specifically states "only," and since the member has Type 2, they are not excluded based on this.

Since the member is in the denominator and not excluded, I move on to the **Numerator** criteria to determine compliance. The measure requires a retinal or dilated eye examination. There are a couple of options:

*   **N1: Eye exam by professional in 2026:** I don't see any documentation of an eye exam by a professional during 2026. So, N1 is not met.
*   **N2: Eye exam by professional in 2025 with negative retinopathy result:**
    *   I found a record: A dilated retinal exam performed by an ophthalmologist on July 30, 2025.
    *   The result documented was "Negative for retinopathy."
    *   The date of service, 2025-07-30, falls within the required year (2025).
    *   An ophthalmologist is an "eye care professional."
    *   This perfectly matches the criteria for N2. The member meets the numerator.

Therefore, the member is **compliant**.

**Reasoning for Compliance:**
The member is compliant because they met the numerator criteria by having a retinal eye examination performed by an eye care professional (an ophthalmologist) on July 30, 2025, with a documented negative result for retinopathy. This satisfies the biennial screening requirement for patients with no documented retinopathy.

Specifically, the JSON output should be:
```json
{
  "status": "compliant",
  "reason": "The member had a negative retinal eye examination by an ophthalmologist on 2025-07-30."
}
```
I've double-checked that the age calculation is correct (43 years old on Dec 31, 2026). The diabetes diagnosis is established with two distinct outpatient claims in 2026. Continuous enrollment is confirmed. No exclusions apply. Critically, the member met numerator N2 with a documented negative retinal exam in 2025. I also noted the instruction regarding QM-FUM keys and confirmed they are not applicable here, as this is QM-DEE.

json{
  "status": "compliant",
  "reason": "The member had a negative retinal eye examination by an ophthalmologist on 2025-07-30."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Kimi K3 · Moonshot15.1s · 305 out | 6.6s · 139 out | 12.8s · 388 out
Attempt 1
Reasoning · 239 tokens
Let me work through this measure.

Member 40303, DOB 1983-11-27, age 43 on 2026-12-31. Age 18-75: yes.

Diabetes: E11.9 on 2026-02-09 and 2026-06-23 — two outpatient claims on distinct dates of service in 2026. Meets event criteria.

Continuous enrolment: full year, no gap. Eligible — in denominator.

Exclusions: E1 no enucleation; E2 no hospice; E3 — diabetes is E11.9 (type 2), not gestational/steroid-induced only. Not excluded.

Numerator: N1 — eye exam in 2026? No. N2 — 2025 exam with documented negative result: 2025-07-30 dilated retinal exam by ophthalmologist, negative for retinopathy. Yes, meets N2.

Status: compliant. Reason: 2025 dilated eye exam with documented negative retinopathy result satisfies N2.

This is QM-DEE, not QM-FUM, so only status and reason keys.
json{
  "status": "compliant",
  "reason": "Numerator N2 met: 2025-07-30 dilated retinal exam by an ophthalmologist with a documented negative retinopathy result; no 2026 exam needed."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 71 tokens
Member 40303. Age 43, eligible. Diabetes E11.9 on two outpatient claims distinct dates in 2026. Continuous enrollment. Exclusions: none. Numerator: N2 — 2025-07-30 dilated retinal exam by ophthalmologist with negative result. Satisfies N2. Compliant.
json{
  "status": "compliant",
  "reason": "Denominator met via two 2026 E11.9 outpatient visits; numerator satisfied by 2025-07-30 dilated retinal exam documented negative for retinopathy (N2)."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 312 tokens
Let me work through this measure.

Member 40303:
- DOB 1983-11-27, so age on 2026-12-31: 2026 - 1983 = 43. Age 18-75 ✓
- Enrolment: full 2026, continuous, no gap ✓
- Diabetes event: E11.9 on 2026-02-09 (outpatient office visit) and 2026-06-23 (outpatient office visit). Two outpatient claims on distinct dates during 2026 ✓ → enters denominator.

Exclusions:
- E1: no enucleation ✓ (not excluded)
- E2: no hospice ✓
- E3: no gestational/steroid-only diabetes — has E11.9 (type 2), so not excluded.

Numerator:
- N1: eye exam in 2026? No eye examination during 2026. Not met.
- N2: eye exam in 2025 with negative result documented? 2025-07-30 dilated retinal exam by ophthalmologist, negative for retinopathy documented. ✓ Met.

So status: compliant.

Reason: one sentence under 30 words naming specific criterion/date. Something like: "Meets numerator N2 via dilated retinal exam on 2025-07-30 documented negative for retinopathy; denominator met by two 2026 E11.9 outpatient visits."

Word count check: keep under 30 words.
json{
  "status": "compliant",
  "reason": "Denominator met by two 2026 outpatient E11.9 visits; numerator N2 met by 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 2.5 Pro · Google11.8s · 1,096 out | 14.5s · 1,059 out | 12.1s · 1,038 out
Attempt 1
Reasoning · 1,051 tokens
Alright, let's break down this member's record against the QM-DEE quality measure. My process involves a systematic evaluation, starting with understanding the core requirements and then meticulously cross-referencing the provided member data.

First, I need to confirm if this member falls within the **eligible population** for the QM-DEE. I see the member's date of birth is 1983-11-27. By the end of the measurement year, 2026-12-31, they will be 43 years old. This fits perfectly within the 18-75 age range. Next, the crucial factor is a diagnosis of diabetes mellitus (specifically Type 2, indicated by E11.9, which is covered by the measure's codes E10.- or E11.-). I've noted two outpatient claims in 2026 with this diagnosis on distinct dates: February 9th and June 23rd. This satisfies the requirement for at least two outpatient claims in 2026 or 2025. Finally, their enrollment is continuous for the entire 2026 measurement year, from January 1st to December 31st, with no gaps to consider. So, this member is definitely in the **denominator**.

Now, I need to check for any **exclusions**. The measure specifies exclusions for bilateral eye enucleation, hospice care, or if the diabetes diagnosis is *only* gestational or steroid-induced. My review of the member's record confirms "No enucleation," "No hospice," and their diagnosis is Type 2 diabetes (E11.9), not gestational or steroid-induced. Therefore, this member is **not excluded**.

With the member confirmed as eligible and not excluded, the critical step is to determine if they meet the **numerator** criteria. The QM-DEE requires either a dilated eye exam in the current measurement year (2026) or a qualifying exam in the prior year (2025). I've specifically looked for an eye exam in 2026, and the record indicates "No eye exam in 2026." This means they don't meet the current year's numerator criteria.

However, the measure also allows for a qualifying exam in the previous year. I found a "2025-07-30 Dilated retinal examination by an ophthalmologist." Crucially, the result is documented as "negative for retinopathy." This precisely matches the alternative numerator criterion (N2).

Therefore, my conclusion is that the member is **compliant**.

To articulate this concisely, the reason for compliance is straightforward: the member had a negative retinal exam in 2025, which fulfills one of the numerator requirements. This is a clear and accurate justification.

Putting it all together for the output, the status is "compliant," and the reason is "The member is compliant due to a negative retinal exam in 2025, which meets a numerator criterion." I've double-checked that this is under 30 words and accurately reflects the data analysis. No further keys like `met_7_day` or `met_30_day` are needed as this isn't for QM-FUM.
json{
  "status": "compliant",
  "reason": "The member is compliant due to a negative retinal exam in 2025, which meets a numerator criterion."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 1,015 tokens
Alright, let's break down this member's record against the QM-DEE quality measure specification, from my perspective as the evaluator.

My primary objective here is to determine if Member ID 40303, born on 1983-11-27, meets the criteria for the QM-DEE measure, based on the provided clinical history and enrollment data.

First, I need to meticulously analyze the member's record to gather all relevant details.
*   **Member ID:** 40303. Straightforward identifier.
*   **Date of Birth:** 1983-11-27. This is crucial for age calculation.
*   **Age:** As of 2026-12-31, this member is 43 years old (2026 - 1983).
*   **Enrollment:** They were continuously enrolled from 2026-01-01 through 2026-12-31. This is important – they were with us for the *entire* measurement year, which is a key denominator requirement.
*   **Clinical History Breakdown:**
    *   I see two outpatient visits in 2026 with a diagnosis of E11.9 (Type 2 diabetes mellitus without complications) – one on 2026-02-09 and another on 2026-06-23. These are distinct dates of service, which is precisely what the measure requires to establish the qualifying diabetes diagnosis within the measurement year.
    *   Now, for the eye exam detail. I noted a dilated retinal examination performed on 2025-07-30 by an ophthalmologist, and importantly, the result was documented as negative for retinopathy. This falls within the lookback period.
    *   Crucially, there is **no** mention of an eye examination *during the 2026 measurement year*.
    *   I also scanned for any conditions that would automatically exclude the member: no enucleation, no hospice care, and the E11.9 diagnosis code confirms it's standard Type 2 diabetes, not gestational or steroid-induced. This means no exclusion criteria are met.

With all the data points collected, I now move to the core evaluation against the QM-DEE specification.

**Part 1: The Eligible Population (The Denominator)**
I need to see if this member qualifies to even be *considered* for this measure.
*   **Age:** The member is 43 years old as of the end of 2026. The measure requires members to be between 18 and 75. My 43-year-old member fits perfectly. **Criterion met.**
*   **Event:** The requirement is for two outpatient claims with a diabetes diagnosis (E11.9) on distinct dates of service within the measurement year. I've identified exactly that: the visits on 2026-02-09 and 2026-06-23. **Criterion met.**
*   **Continuous Enrollment:** As I confirmed earlier, the member was continuously enrolled for the full 2026 measurement year. **Criterion met.**

Since all three of these criteria are satisfied, this member is unequivocally part of the eligible population – they are in the denominator.

**Part 2: Required Exclusions**
Next, I must check if anything *removes* them from the denominator, even if they were initially eligible.
*   **E1. Bilateral eye enucleation:** The record explicitly states "No enucleation." So, this exclusion is not applicable.
*   **E2. Hospice:** Similarly, the record confirms "No hospice." This exclusion doesn't apply.
*   **E3. Gestational or steroid-induced diabetes only:** The member has E11.9, which is Type 2 diabetes without complications, not specified as solely gestational or steroid-induced. This exclusion is not met.

Since none of the exclusion criteria are met, the member remains in the denominator and is not "excluded."

**Part 3: The Numerator**
Now, the critical part: did they *meet the quality action* required by the measure? The numerator has two potential paths to compliance:
*   **N1. A retinal or dilated eye examination performed *during 2026*:** My review of the record clearly shows "No eye examination during 2026." Therefore, N1 is **not met**.
*   **N2. A retinal or dilated eye examination performed *during 2025* with a documented result of negative for retinopathy:** This is where the member shines. The record states: "2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes." This precisely matches the criteria for N2, including the lookback year and the negative result. **N2 is met.**

Since at least one of the numerator criteria (N2, in this case) has been met, the member is considered compliant with the measure.

**Part 4: Final Determination and Rationale**
Synthesizing all of this:
*   The member met all denominator requirements.
*   The member met no exclusion criteria.
*   The member met one of the numerator criteria (N2).

Therefore, my conclusion is that the member's status is **compliant**.

The reason for this compliance is straightforward and directly linked to the numerator: they had a dilated retinal examination in the preceding year (2025) with a documented negative result for retinopathy, which satisfies the measure's requirements.

Finally, I'll construct the output in the requested JSON format. Since this isn't for QM-FUM, I won't include `met_7_day` or `met_30_day` keys.

My final JSON output will be:
```json
{
  "status": "compliant",
  "reason": "The member met the numerator criteria with a negative retinal exam in 2025."
}
```

I've double-checked all the steps: age is within range, the diabetes event is confirmed for 2026, enrollment is continuous, no exclusions apply, and the 2025 negative eye exam is the decisive factor for meeting the numerator. The plan and the resulting JSON are accurate and reflect the QM-DEE specification.
json{
  "status": "compliant",
  "reason": "The member met the numerator criteria with a retinal examination in 2025 that was negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 989 tokens
Alright, let's break down how I'm approaching this QM-DEE evaluation for the member. My primary goal here is to determine if this individual meets the criteria for the quality measure.

First, I need to establish if this member even *qualifies* to be considered for the measure in the first place. This means checking the **denominator eligibility**. I'll be looking at three key things:

1.  **Age:** Is the member within the specified age range? They are 43 as of the end of 2026, and the requirement is 18-75. So, yes, they meet the age criterion.
2.  **Event:** Do they have the necessary medical event? The measure calls for a diabetes diagnosis (specifically E10.- or E11.-). I see two outpatient claims from 2026, both with the diagnosis E11.9 (Type 2 diabetes mellitus without complications) on distinct dates within the measurement year. That definitely satisfies the event criterion.
3.  **Continuous Enrollment:** Were they continuously enrolled throughout the entire measurement year? The record indicates they were continuously enrolled from January 1, 2026, through December 31, 2026. That's a full year.

Since they meet all three of these, they are confirmed to be in the denominator. So, the status won't be "not_eligible."

Next, even if they're in the denominator, I have to check if they are **excluded** from the measure. There are a few specific exclusion criteria I need to rule out:

1.  **E1 (Bilateral eye enucleation):** The record explicitly states "No enucleation." So, this exclusion doesn't apply.
2.  **E2 (Hospice):** Similarly, it states "no hospice." This exclusion is also not applicable.
3.  **E3 (Gestational/steroid-induced diabetes only):** The member's diagnosis is E11.9, which is Type 2 diabetes without complications. This is not gestational or steroid-induced diabetes. Therefore, this exclusion doesn't apply either.

With no exclusions met, the member is not "excluded" from the measure.

Now, the crucial part: **numerator compliance**. This is where I determine if they've met the actual quality performance requirement. The measure offers two pathways to achieve compliance (N1 and N2):

1.  **N1 (2026 Exam):** Did the member have a retinal or dilated eye exam by an eye care professional *during 2026*? The record clearly states, "No eye examination during 2026." So, they do *not* meet N1.
2.  **N2 (2025 Exam with negative result):** Did they have a retinal or dilated eye exam by an eye care professional *during 2025*, and importantly, was the result *negative* for retinopathy? I'm seeing here that on July 30, 2025, they *did* have a dilated retinal examination performed by an ophthalmologist (who is an eye care professional). The documented result was "negative for retinopathy in both eyes." This perfectly matches the criteria for N2.

Because the member successfully meets the criteria for N2, they are considered **compliant** with the measure.

So, to summarize my thought process and arrive at the final determination:

*   They are in the denominator (age, event, enrollment all met).
*   They are not excluded (no enucleation, hospice, or specific diabetes types).
*   They meet the numerator requirement through the N2 pathway (a negative retinal exam in 2025).

Therefore, my final status for this member is **compliant**. The concise reason for this compliance is the documented negative finding from their 2025 eye examination. I've reviewed each step, and the logic holds up against the measure's specifications. I'm confident in this assessment.

```json
{
  "status": "compliant",
  "reason": "The member is compliant due to a negative for retinopathy eye exam performed in 2025."
}
```
json{
  "status": "compliant",
  "reason": "The member had a retinal examination in 2025 with a result documented as negative for retinopathy, satisfying numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GLM-5.2 · Z.ai4.2s · 291 out | 7.9s · 644 out | 5.0s · 529 out
Attempt 1
Reasoning · 238 tokens
Let me work through this systematically.

Member 40303:
- DOB 1983-11-27, so 43 years old on 2026-12-31. Age 18-75 ✓
- Enrolment: continuous 2026 ✓
- Event: diabetes - E11.9 on two distinct dates (2026-02-09 and 2026-06-23) during 2026. Meets the "two outpatient claims on distinct dates" requirement ✓
- Exclusions: No enucleation, no hospice, E11.9 is type 2 diabetes (not gestational/steroid-induced). No exclusions apply.
- Numerator:
  - N1: No eye exam during 2026. ✗
  - N2: Dilated retinal examination during 2025 (2025-07-30) by ophthalmologist (eye care professional), result documented as negative for retinopathy. ✓

So this member is compliant via N2.

This is QM-DEE, not QM-FUM, so no met_7_day or met_30_day keys needed.
json{
  "status": "compliant",
  "reason": "N2 satisfied: a 2025-07-30 dilated retinal exam by an ophthalmologist was documented as negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 586 tokens
Let me analyze this member against the QM-DEE measure specification.

**Eligible Population (denominator):**
- Age: Member born 1983-11-27, so 43 years old on 2026-12-31. Age requirement is 18 through 75. ✓
- Event: Diabetes mellitus (E10.- or E11.-) documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2026 or 2025.
  - 2026-02-09: Office visit, diagnosis E11.9 (outpatient claim #1)
  - 2026-06-23: Office visit, diagnosis E11.9 (outpatient claim #2)
  - Two outpatient claims on distinct dates of service during 2026. ✓
- Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. ✓

Member is in the denominator.

**Exclusions:**
- E1. Bilateral eye enucleation on or before 2026-12-31. No enucleation. ✗
- E2. Hospice at any time during the measurement year. No hospice. ✗
- E3. Gestational diabetes or steroid-induced diabetes only. Member has E11.9 (Type 2 diabetes), not gestational or steroid-induced. ✗

No exclusions apply.

**Numerator:**
- N1. A retinal or dilated eye examination performed by an eye care professional during 2026. No eye examination during 2026. ✗
- N2. A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy.
  - 2025-07-30: Dilated retinal examination by an ophthalmologist (eye care professional). Result documented as negative for retinopathy in both eyes. ✓

The member meets N2.

**Status:** compliant - in the denominator, not excluded, and meets the numerator (N2).

Reason: The member meets numerator N2 via a 2025-07-30 dilated retinal examination by an ophthalmologist with a negative retinopathy result.

Wait, this is QM-DEE, not QM-FUM. So I don't need the met_7_day and met_30_day keys. Those are only for QM-FUM.

Required keys for this task:
- "status": "compliant"
- "reason": one sentence under 30 words

Let me draft the reason: "Meets numerator N2: dilated retinal examination on 2025-07-30 by an ophthalmologist with negative retinopathy result."

That's under 30 words. Good.
json{
  "status": "compliant",
  "reason": "Meets numerator N2: dilated retinal examination by an ophthalmologist on 2025-07-30 with result documented as negative for retinopathy in both eyes."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 481 tokens
Let me work through this step by step.

1. **Eligibility for denominator:**
   - Age: DOB 1983-11-27, so on 2026-12-31, age is 43. This is within 18-75. ✓
   - Event: Two outpatient claims with E11.9 on distinct dates (2026-02-09 and 2026-06-23). E11.9 is an E11.- code. ✓
   - Continuous enrollment: 2026-01-01 through 2026-12-31, continuous. ✓
   - Member is in the denominator.

2. **Exclusions:**
   - E1. Bilateral eye enucleation: No. ✗
   - E2. Hospice: No. ✗
   - E3. Gestational diabetes or steroid-induced diabetes only: No, has E11.9 (type 2 diabetes). ✗
   - No exclusions apply.

3. **Numerator:**
   - N1: Retinal or dilated eye exam by eye care professional during 2026. No eye exam during 2026. Does not satisfy N1.
   - N2: Retinal or dilated eye exam by eye care professional during 2025 with result documented as negative for retinopathy. The member had a dilated retinal examination by an ophthalmologist on 2025-07-30 with result documented as negative for retinopathy in both eyes. This satisfies N2.

   So the numerator is met via N2.

4. **Status:**
   - In the denominator, not excluded, and meets the numerator (N2).
   - Status: "compliant"

5. **Reason:** Should name the specific criterion that decided it. The 2025 exam with negative result satisfies N2, so compliant.

Since this is not QM-FUM, I don't need to include met_7_day and met_30_day.

The answer:
- status: "compliant"
- reason: One sentence, under 30 words, naming the specific criterion or date.

"2025-07-30 dilated retinal examination by an ophthalmologist with negative retinopathy result satisfies numerator N2."

That's about 15 words. Good.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal examination by an ophthalmologist with negative retinopathy result satisfies numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Opus 4.8 · Anthropic1.6s · 62 out | 1.5s · 62 out | 1.6s · 66 out
Attempt 1
json{ "status": "compliant", "reason": "2025 dilated retinal exam by ophthalmologist documented negative for retinopathy satisfies numerator N2." }
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{ "status": "compliant", "reason": "2025 dilated retinal exam by ophthalmologist documented negative for retinopathy satisfies numerator N2." }
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{ "status": "compliant", "reason": "2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy satisfies numerator N2." }
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Sonnet 5 · Anthropic3.6s · 205 out | 2.8s · 151 out | 3.2s · 177 out
Attempt 1
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy satisfies N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy, satisfying N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated eye exam by ophthalmologist documented negative for retinopathy, satisfying N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Sonnet 4.6 · Anthropic2.2s · 57 out | 56.5s · 57 out | 3.2s · 57 out
Attempt 1
json{
  "status": "compliant",
  "reason": "A 2025 dilated eye exam by an ophthalmologist with documented negative retinopathy result satisfies numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "status": "compliant",
  "reason": "A 2025 dilated eye exam by an ophthalmologist with documented negative retinopathy result satisfies numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "status": "compliant",
  "reason": "A 2025 dilated eye exam by an ophthalmologist with documented negative retinopathy result satisfies numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Qwen3.7 Max · Alibaba14.7s · 746 out | 5.3s · 470 out | 8.4s · 709 out
Attempt 1
Reasoning · 694 tokens
Let's evaluate the member against the measure specification QM-DEE.

**ELIGIBLE POPULATION (denominator)**
- Age: 18 through 75 years as of 2026-12-31. Member is 43. (Pass)
- Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
  - 2026-02-09 Office visit, E11.9
  - 2026-06-23 Office visit, E11.9
  - Two outpatient claims on distinct dates in 2026. (Pass)
- Continuous enrolment: full measurement year with no more than one gap of up to 45 days.
  - Enrolment: 2026-01-01 through 2026-12-31, continuous. (Pass)

Member is in the denominator.

**REQUIRED EXCLUSIONS**
- E1. Bilateral eye enucleation: No enucleation.
- E2. Hospice: No hospice.
- E3. Gestational/steroid-induced diabetes only: E11.9 is Type 2 diabetes.

Member is not excluded.

**NUMERATOR**
- N1. Retinal or dilated eye exam during 2026.
  - No eye examination during 2026. (Fail)
- N2. Retinal or dilated eye exam during 2025 WITH a result documented as negative for retinopathy.
  - 2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes. (Pass)

Member meets the numerator via N2.

**STATUS**
- compliant

**REASON**
- Member meets numerator via a 2025 dilated retinal exam with a negative result for retinopathy.

Let's refine the reason to be under 30 words.
"Member meets the numerator through a 2025 dilated retinal examination with a documented negative result for retinopathy." (18 words).

Check JSON keys:
"status": "compliant"
"reason": "Member meets the numerator through a 2025 dilated retinal examination with a documented negative result for retinopathy."
No QM-FUM keys needed.

Double check N2: "A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy."
Yes, 2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes.

Everything is correct.
Status: compliant
Reason: Member meets the numerator through a 2025 dilated retinal examination with a documented negative result for retinopathy.
Length of reason: 18 words.
Valid.
json{
  "status": "compliant",
  "reason": "Member meets the numerator through a 2025 dilated retinal examination with a documented negative result for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 422 tokens
Let me evaluate this member against QM-DEE.

**Eligible Population (Denominator):**
- Age: 43 years old on 2026-12-31. 18-75 range. ✓
- Event: Diabetes mellitus (E10.- or E11.-) on at least two outpatient claims on distinct dates during 2026 or 2025.
  - 2026-02-09: E11.9 (outpatient office visit)
  - 2026-06-23: E11.9 (outpatient office visit)
  - Two distinct dates in 2026. ✓
- Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. No gaps. ✓

So the member is in the denominator.

**Exclusions:**
- E1: Bilateral eye enucleation — No enucleation. ✗
- E2: Hospice during measurement year — No hospice. ✗
- E3: Gestational or steroid-induced diabetes only — E11.9 is Type 2 diabetes, not gestational or steroid-induced. ✗

No exclusions met.

**Numerator:**
- N1: Retinal or dilated eye exam during 2026 — No eye examination during 2026. ✗
- N2: Retinal or dilated eye exam during 2025 with result documented as negative for retinopathy.
  - 2025-07-30: Dilated retinal examination by ophthalmologist, result negative for retinopathy in both eyes. ✓

So N2 is satisfied.

**Status:** compliant
**Reason:** Member meets numerator via 2025 dilated retinal exam with documented negative retinopathy result.
json{
  "status": "compliant",
  "reason": "Member meets numerator via 2025 dilated retinal exam with documented negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 650 tokens
Let me evaluate this member against the QM-DEE measure specification.

**ELIGIBLE POPULATION (denominator):**

1. **Age:** 18 through 75 years as of 2026-12-31. Member was born 1983-11-27, so they are 43 years old on 2026-12-31. ✓ Meets age criterion.

2. **Event:** Diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
   - 2026-02-09: Office visit, diagnosis E11.9 (outpatient)
   - 2026-06-23: Office visit, diagnosis E11.9 (outpatient)
   - Two outpatient claims on distinct dates with E11.- codes during 2026. ✓ Meets event criterion.

3. **Continuous enrolment:** Full measurement year with no more than one gap of up to 45 days.
   - Enrolment: 2026-01-01 through 2026-12-31, continuous. ✓ Meets enrolment criterion.

**REQUIRED EXCLUSIONS (evaluated before numerator):**

- E1. Bilateral eye enucleation any time on or before 2026-12-31: No enucleation. ✗ Not excluded.
- E2. Hospice at any time during the measurement year: No hospice. ✗ Not excluded.
- E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025: Member has E11.9 (Type 2 diabetes), not gestational or steroid-induced only. ✗ Not excluded.

**NUMERATOR:**

- N1. A retinal or dilated eye examination performed by an eye care professional during 2026: No eye examination during 2026. ✗ Does not meet N1.

- N2. A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy:
  - 2025-07-30: Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes.
  - This is during 2025, performed by an eye care professional (ophthalmologist), and result is negative for retinopathy. ✓ Meets N2.

So the member is in the denominator, not excluded, and meets the numerator (N2).

Status: "compliant"
Reason: The member meets N2 via a 2025 dilated retinal exam with negative retinopathy result.
json{
  "status": "compliant",
  "reason": "Meets numerator N2 via 2025-07-30 dilated retinal exam by ophthalmologist with negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GLM-5.3 · Z.ai2.1s · 504 out | 3.1s · 628 out | 5.3s · 476 out
Attempt 1
Reasoning · 425 tokens
Let me work through this measure.

Measure QM-DEE. Measurement year 2026.

Member 40303:
- DOB 1983-11-27, age 43 on 2026-12-31. Age 18-75: yes.
- Event: diabetes E11.9 documented on two outpatient claims on distinct dates (2026-02-09 and 2026-06-23), during 2026. Yes.
- Continuous enrolment: full year 2026, continuous. Yes.

So member is in denominator.

Exclusions: E1 enucleation — none. E2 hospice — none. E3 gestational/steroid-induced only — no, E11.9 is type 2 diabetes. Not excluded.

Numerator:
- N1: retinal/dilated eye exam during 2026 by eye care professional — none during 2026.
- N2: retinal/dilated eye exam during 2025 WITH result documented negative for retinopathy. 2025-07-30 dilated retinal examination by ophthalmologist, result documented negative for retinopathy in both eyes. Yes, this satisfies N2.

So member is compliant via N2.

Required keys: "status" and "reason". The extra keys met_7_day and met_30_day are only for QM-FUM items. This is QM-DEE, so those are not required. The task says "Items drawn from measure QM-FUM require two further keys" — this is QM-DEE, so no.

Status: "compliant".
Reason: one sentence, under 30 words, naming the specific criterion or date that decided it. Something like: "Negative dilated retinal examination on 2025-07-30 satisfies numerator option N2; diabetes documented on two 2026 claims establishes denominator eligibility."

Keep under 30 words. Let me count: "Negative dilated retinal examination on 2025-07-30 satisfies numerator criterion N2; E11.9 on two distinct 2026 dates establishes denominator eligibility." That's about 21 words. Good.

Output exactly one fenced JSON block.
json{
  "status": "compliant",
  "reason": "Dilated retinal examination on 2025-07-30 by an ophthalmologist with documented negative retinopathy result satisfies numerator option N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 485 tokens
Let me work through this measure.

Member 40303, DOB 1983-11-27. Age on 2026-12-31: 43. Within 18–75. ✓

Event: diabetes diagnosis — E11.9 documented on two outpatient claims on distinct dates of service (2026-02-09 and 2026-06-23) during 2026. ✓ Denominator event criterion met.

Continuous enrolment: full 2026, continuous. ✓

So member is in the denominator.

Numerator: N1 — retinal/dilated eye exam by eye care professional during 2026. Record says no eye examination during 2026. So N1 not met.

N2 — retinal or dilated eye exam during 2025 with result documented as negative for retinopathy. 2025-07-30 dilated retinal examination by an ophthalmologist (eye care professional), result documented as negative for retinopathy in both eyes. This satisfies N2. So the numerator is met.

Exclusions: E1 bilateral enucleation — none. E2 hospice — none. E3 gestational/steroid-induced diabetes only — no, this is E11.9 (type 2 diabetes). Not excluded.

Status: compliant — in denominator, not excluded, meets numerator via N2 (2025 negative exam).

Reason: one sentence, under 30 words, naming the specific criterion or date that decided it. "Met numerator via a 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy (N2); E11.9 on two 2026 claims established denominator eligibility." That's about... let me count: Met(1) numerator(2) via(3) a(4) 2025-07-30(5) dilated(6) retinal(7) exam(8) by(9) an(10) ophthalmologist(11) documented(12) negative(13) for(14) retinopathy(15) (N2)(16); E11.9(17) on(18) two(19) 2026(20) claims(21) established(22) denominator(23) eligibility(24). 24 words. Under 30. Good.

Note: this task is QM-DEE, not QM-FUM, so met_7_day and met_30_day are not required. The task family says items drawn from QM-FUM require those keys; this is QM-DEE, so just status and reason.

Required JSON keys: "status" and "reason" only.
json{
  "status": "compliant",
  "reason": "Numerator met under N2 by the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy; E11.9 on two 2026 outpatient claims placed the member in the denominator."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 419 tokens
Let me work through this measure.

Member 40303, DOB 1983-11-27, age 43 as of 2026-12-31. Age 18-75: yes, in eligible age.

Event: diabetes mellitus (E10.- or E11.-) documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2026 or 2025. Member has E11.9 on 2026-02-09 and 2026-06-23 — two outpatient claims, distinct dates. Meets event criterion.

Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. Meets.

So member is in the denominator.

Exclusions: E1 bilateral enucleation — none. E2 hospice — none. E3 gestational/steroid-induced only — no, E11.9 is type 2 diabetes. Not excluded.

Numerator: 
N1: retinal or dilated eye exam by eye care professional during 2026 — none during 2026.
N2: retinal or dilated eye exam during 2025 WITH result documented negative for retinopathy. Member had 2025-07-30 dilated retinal exam by ophthalmologist, result documented negative for retinopathy in both eyes. This satisfies N2.

So member is compliant via N2.

Status: "compliant".

Reason: one sentence, under 30 words, naming the specific criterion or date that decided it. Something like: "2025-07-30 dilated retinal examination by an ophthalmologist with documented negative retinopathy result satisfies numerator option N2."

This is not QM-FUM, so no met_7_day/met_30_day keys needed. Wait — the task says "Items drawn from measure QM-FUM require two further keys". This is QM-DEE, so no.

Output JSON with "status" and "reason"only.
json{
  "status": "compliant",
  "reason": "The 2025-07-30 dilated retinal examination by an ophthalmologist with a documented negative retinopathy result satisfies numerator option N2; no exclusion applies."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Qwen3.8 Max · Alibaba8.7s · 380 out | 7.0s · 326 out | 8.5s · 385 out
Attempt 1
Reasoning · 325 tokens
We need answer task. Need produce JSON only. Need analyze measure QM-DEE. Member DOB 1983-11-27 age 43 on 2026-12-31, eligible age 18-75. Enrolment continuous full measurement year. Event diabetes: E11.9 on two outpatient claims distinct dates 2026-02-09 and 2026-06-23. Denominator yes. Exclusions: no enucleation, no hospice, not gestational/steroid only. Numerator: either 2026 eye exam none. N2: 2025 dilated retinal exam by ophthalmologist (eye care professional) result negative for retinopathy. Date 2025-07-30. Satisfies. So status compliant. Reason under 30 words naming criterion/date. Need only JSON. Ensure no extra keys (QM-FUM keys not needed). Maybe reason: "Meets numerator N2 via 2025-07-30 dilated retinal exam documented negative for retinopathy." Count words? Meets(1) numerator(2) N2(3) via(4) 2025-07-30(5) dilated(6) retinal(7) exam(8) documented(9) negative(10) for(11) retinopathy(12). Good. JSON.
json{
  "status": "compliant",
  "reason": "Meets numerator N2 via 2025-07-30 dilated retinal exam documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 270 tokens
We need answer JSON only. Need analyze measure QM-DEE. Member 40303 DOB 1983-11-27 age 43 on 2026-12-31 eligible age 18-75. Enrollment continuous full measurement year. Diabetes event: E11.9 on two outpatient claims distinct dates in 2026: 2026-02-09 and 2026-06-23. So denominator. Exclusions: no enucleation, no hospice, not gestational/steroid only. Numerator: N2 2025 dilated retinal exam by ophthalmologist with negative retinopathy. It says during 2025, result negative. Satisfies N2. No 2026 exam but okay. Status compliant. Reason under 30 words naming specific criterion/date. Need maybe "Meets numerator N2 via 2025-07-30 dilated retinal exam documented negative for retinopathy." Count? 11? fine. JSON with status reason only? Task family says required keys status reason. Not QM-FUM so no met keys. Ensure exact JSON fenced.
json{
  "status": "compliant",
  "reason": "Meets numerator N2 via the 2025-07-30 dilated retinal examination documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 309 tokens
We need answer user's task. Need produce JSON only final. Need analyze measure QM-DEE. Member 40303 DOB 1983-11-27 age 43 on 2026-12-31. Enrolled continuous full measurement year. Diabetes event: E11.9 on two outpatient claims distinct dates 2026-02-09 and 2026-06-23, so denominator eligible. Exclusions: no enucleation, no hospice, not gestational/steroid only. Numerator: N2 allows 2025 retinal/dilated eye exam by eye care professional with result negative for retinopathy. Has 2025-07-30 dilated retinal exam by ophthalmologist, negative both eyes. No 2026 exam needed. So compliant. Reason under 30 words naming criterion/date. Need only JSON. No extra keys? Task family requires status reason. Since QM-DEE not QM-FUM no met keys. Ensure valid JSON. Reason: "Meets numerator N2 via 2025-07-30 dilated retinal exam negative for retinopathy; eligible by age, continuous enrollment, and two 2026 E11.9 outpatient claims." Count maybe 22? Good. Need final fenced JSON only. Ensure no comments.
json{
  "status": "compliant",
  "reason": "Meets numerator N2 via 2025-07-30 dilated retinal exam negative for retinopathy; eligible by age, continuous enrollment, and two 2026 E11.9 outpatient claims."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.6 Terra · OpenAI1.3s · 42 out | 1.3s · 48 out | 1.2s · 42 out
Attempt 1
json{"status":"compliant","reason":"Member meets denominator and has a 2025-07-30 dilated retinal examination with documented negative retinopathy result."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{"status":"compliant","reason":"Meets denominator with two 2026 outpatient E11.9 claims and satisfies N2 via negative retinal examination on 2025-07-30."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"status":"compliant","reason":"Member meets age, diabetes, and enrollment criteria and had a 2025 negative dilated retinal examination by an ophthalmologist."}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GLM-5.3 Flash · Z.ai14.1s · 604 out | 17.6s · 565 out | 14.2s · 398 out
Attempt 1
Reasoning · 524 tokens
Let me work through this member against QM-DEE.

Denominator:
- Age: DOB 1983-11-27, so on 2026-12-31 they are 43 years old. 18–75 inclusive → age OK.
- Diabetes event: E11.9 on 2026-02-09 and 2026-06-23, two outpatient claims on distinct dates of service during 2026 → event satisfied.
- Continuous enrolment: 2026-01-01 through 2026-12-31, continuous → satisfied.

So member is in the denominator.

Exclusions:
- E1: no enucleation → no.
- E2: no hospice → no.
- E3: E11.9 is type 2 diabetes mellitus, not gestational (O24) or steroid-induced → no.

Numerator:
- N1: no eye exam during 2026 → no.
- N2: 2025-07-30 dilated retinal exam by ophthalmologist with result documented as negative for retinopathy in both eyes → N2 satisfied.

So status: compliant.

Note this task is QM-DEE, not QM-FUM, so met_7_day/met_30_day keys are NOT required. The output contract says items drawn from measure QM-FUM require those keys; this is QM-DEE, so only status and reason.

Reason: one sentence, under 30 words, naming the specific criterion or date that decided it. The deciding element: 2025-07-30 exam with documented negative retinopathy result satisfies N2.

Reason: "In denominator (age 43, two E11.9 outpatient claims, continuous enrolment); no exclusions; 2025-07-30 dilated exam with documented negative retinopathy result meets numerator N2." That's a bit long — under 30 words. Count: In(1) denominator(2) (age(3) 43,(4) two(5) E11.9(6) outpatient(7) claims,(8) continuous(9) enrolment);(10) no(11) exclusions;(12) 2025-07-30(13) dilated(14) exam(15) with(16) documented(17) negative(18) retinopathy(19) result(20) meets(21) numerator(22) N2.(23) — 23 words, fine.

Keep it terse.
json{
  "status": "compliant",
  "reason": "In denominator (age 43, two E11.9 outpatient claims 2026-02-09 and 2026-06-23, continuous enrolment); no exclusions apply; 2025-07-30 exam with documented negative retinopathy result meets numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 503 tokens
Let me work through QM-DEE for Member 40303.

Eligible population (denominator):
- Age: DOB 1983-11-27, so on 2026-12-31 they turn 43 on 2026-11-27 — age 43. Within 18–75. ✓
- Event: diabetes E11.9 on at least two outpatient claims on distinct dates during 2026 or 2025: 2026-02-09 and 2026-06-23 — two distinct dates. ✓
- Continuous enrolment: 2026-01-01 through 2026-12-31, continuous, no gaps. ✓

So in denominator.

Exclusions:
- E1: no enucleation. ✓ not excluded
- E2: no hospice. ✓
- E3: E11.9 is type 2 diabetes, not gestational/steroid-induced. Not excluded.

Numerator:
- N1: no eye exam during 2026 — not met.
- N2: eye exam 2025-07-30 with result documented as negative for retinopathy — this satisfies N2. ✓

Status: compliant.

Reason: one sentence under 30 words naming the specific criterion or date that decided it. Something like: "In denominator via two 2026 E11.9 outpatient claims; 2025-07-30 dilated exam with documented negative retinopathy result meets numerator N2; no exclusions apply."

That's under 30 words? Count: "In(1) denominator(2) via(3) two(4) 2026(5) E11.9(6) outpatient(7) claims;(8) 2025-07-30(9) dilated(10) exam(11) with(12) documented(13) negative(14) retinopathy(15) result(16) meets(17) numerator(18) N2;(19) no(20) exclusions(21) apply(22)." 22 words. Good.

Does QM-DEE require met_7_day/met_30_day? No — only QM-FUM items require those. The task says "Items drawn from measure QM-FUM require two further keys." This is QM-DEE, so only status and reason.

Output exactly one fenced JSON code block.
json{
  "status": "compliant",
  "reason": "In denominator via two 2026 outpatient E11.9 claims; 2025-07-30 dilated exam with documented negative retinopathy result meets numerator N2; no exclusions apply."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 335 tokens
Let me work through QM-DEE for Member 40303.

Eligible population:
- Age: 43 on 2026-12-31 → within 18–75. Yes.
- Event: diabetes E11.- documented on at least two outpatient claims on distinct dates during 2026 or 2025. We have 2026-02-09 and 2026-06-23, both E11.9 outpatient office visits. Two distinct dates. Yes.
- Continuous enrolment: full year, no gaps. Yes.

So in denominator.

Exclusions:
- E1: no enucleation.
- E2: no hospice.
- E3: no gestational/steroid-induced diabetes; E11.9 is type 2. Not excluded.

Numerator:
- N1: no exam during 2026.
- N2: 2025 exam with documented negative result → 2025-07-30 dilated retinal exam by ophthalmologist, result documented negative for retinopathy in both eyes. Satisfies N2.

So compliant.

QM-DEE doesn't require met_7_day / met_30_day keys — only QM-FUM does. Required keys: status and reason.

Reason: under 30 words, one sentence naming the specific criterion. Something like: "Meets age, two distinct-date E11.9 outpatient claims, and continuous enrolment; 2025-07-30 dilated exam with documented negative retinopathy result satisfies numerator N2."

Count words: roughly 27. Fine.

Output exactly one fenced JSON block.
json{
  "status": "compliant",
  "reason": "Denominator met via two distinct-date E11.9 outpatient claims in 2026; numerator N2 met by the 2025-07-30 dilated exam with documented negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Hunyuan 4 · Tencent34.9s · 2,290 out | 33.4s · 1,751 out | 27.7s · 1,484 out
Attempt 1
Reasoning · 2,238 tokens
We need answer JSON with keys status, reason. Task family QM-DEE, not QM-FUM, so no met_7_day/met_30_day keys required (only QM-FUM requires those). Required JSON keys: "status", "reason". Need place member against specification.

Let's analyze measure QM-DEE. Measurement year 2026-01-01 through 2026-12-31.

Denominator criteria:
- Age 18 through 75 as of 2026-12-31. DOB 1983-11-27 -> age on 2026-12-31 = 43 (since birthday Nov 27, 2026, 2026-1983=43). In range, yes.
- Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
  History: 2026-02-09 Office visit diagnosis E11.9. 2026-06-23 Office visit diagnosis E11.9. These are two outpatient claims on distinct dates of service (assuming office visit = outpatient claim). Both in 2026. So qualifies via at least two outpatient claims on distinct dates, E11.9 (E11.- includes E11.9). Yes, event met.
- Continuous enrolment: full measurement year with no more than one gap of up to 45 days. Enrolment: 2026-01-01 through 2026-12-31 continuous. So meets.

Denominator met (age, event, continuous enrollment).

Now check required exclusions before numerator:
E1 bilateral eye enucleation any time on or before 2026-12-31: none.
E2 hospice any time during measurement year: none.
E3 gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Member has E11.9 diagnoses, not gestational/steroid-induced only. So no exclusion.

Not excluded.

Now numerator: either N1 or N2.
N1: retinal or dilated eye examination performed by an eye care professional during 2026. History: No eye examination during 2026. So N1 not met.
N2: retinal/dilated eye exam performed by eye care professional during 2025 WITH a result documented as negative for retinopathy. History: 2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes. This is in 2025 by ophthalmologist (eye care professional). Result negative for retinopathy. Therefore N2 is met. Numerator met.

Thus status = compliant. Reason: one sentence under 30 words naming specific criterion or date that decided it. Since numerator met via N2, reason should mention 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy satisfies numerator (N2), while no 2026 exam. Need name criterion/date. Example: "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy." Need ensure under 30 words. Let's count: "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy." Words: Member(1) meets(2) numerator(3) N2:(4) the(5) 2025-07-30(6) dilated(7) retinal(8) exam(9) by(10) an(11) ophthalmologist(12) was(13) documented(14) negative(15) for(16) retinopathy(17). 17 words. Good. It names specific date and criterion. Might mention in denominator, not excluded. But reason can just say why compliant.

Need output exactly one fenced JSON code block and nothing else. JSON object keys "status" and "reason". No extra keys. The instructions: "Required JSON keys: status, reason". Since measure is QM-DEE, no met_7_day/met_30_day. Do not add those. Use JSON null etc not relevant.

Check if any nuance: The event requires diabetes documented on at least two outpatient claims on distinct dates of service during 2026 or 2025. We have two outpatient visits 2026-02-09 and 2026-06-23 with E11.9. Good. Are these "outpatient claims"? Office visit likely outpatient. Yes.

Continuous enrollment: full measurement year. Enrolment 2026-01-01 through 2026-12-31 continuous, no gaps. Good.

Age: 43 as of 2026-12-31. Yes.

Any exclusions? No enucleation, no hospice, no gestational/steroid-only diabetes. Good.

N2 requires exam during 2025 with result documented as negative for retinopathy. The exam is 2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes. Yes. It says "negative for retinopathy" not "negative for retinopathy in both eyes" but both eyes negative. Satisfies.

Wait, does N2 require "A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy." The record: "Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes." Yes.

Therefore status compliant.

Let's construct JSON:

```json
{
  "status": "compliant",
  "reason": "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy."
}
```

Need ensure reason is one sentence, under 30 words. Yes. It ends with period inside string. Should we include the fact no 2026 exam? Not necessary, but maybe: "No 2026 exam, but member meets numerator N2 via the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy." That's 21 words? Let's count: No(1) 2026(2) exam,(3) but(4) member(5) meets(6) numerator(7) N2(8) via(9) the(10) 2025-07-30(11) dilated(12) retinal(13) exam(14) by(15) an(16) ophthalmologist(17) documented(18) negative(19) for(20) retinopathy.(21) Under 30. But reason should name specific criterion or date that decided it. The deciding criterion is N2, date 2025-07-30. My original says "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy." That decided compliance. It doesn't mention denominator/exclusions but it's okay. The instruction: "reason string — one sentence, under 30 words, naming the specific criterion or date that decided it". "specific criterion or date" - I name N2 and date. Good.

Double-check requirement: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." No exclusions.

"A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Member enters denominator.

Is there any possible issue with E3? "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The member has E11.9 (type 2 diabetes mellitus without complications), not gestational (O24.4?) or steroid-induced (E09? Actually steroid-induced is E09? Wait diabetes due to steroids maybe E09? The measure says gestational or steroid-induced diabetes only. E11.9 is not those, so no exclusion.

Check age range: 18 through 75 years as of 2026-12-31. 43, yes.

One nuance: "Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025." The dates are 2026-02-09 and 2026-06-23. Yes.

Now about output: "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So output:

```json
{
  "status": "compliant",
  "reason": "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy."
}
```

Check JSON validity: strings double-quoted, no trailing commas. Yes.

Let's consider whether "met_7_day" and "met_30_day" are required because task family says: "Items drawn from measure QM-FUM require two further keys: met_7_day, met_30_day. For a member who is 'excluded' or 'not_eligible' under QM-FUM, report both as false." Since this is QM-DEE, we do not include those keys. Good.

Now final answer. Ensure no text outside code block. Use exactly three backticks with json. The harness says "Reply with exactly one fenced JSON code block and nothing else." So:

```json
{
  "status": "compliant",
  "reason": "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy."
}
```

Wait, is "ophthalmologist" an eye care professional? Yes, ophthalmologist is an eye care professional. Good.

Should reason maybe say "Numerator N2 met" rather than "Member meets numerator N2:"? It's fine.

Let's ensure the word count under 30: I counted 17. Good.

One more check: The numerator N2: "A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy." The exam is "Dilated retinal examination by an ophthalmologist" - dilated eye exam. Result negative for retinopathy. Yes.

All good. Final.
json{
  "status": "compliant",
  "reason": "Member meets numerator N2: the 2025-07-30 dilated retinal exam by an ophthalmologist was documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 1,683 tokens
We need answer in JSON only. Need evaluate member against QM-DEE. Let's parse task carefully.

Measure QM-DEE. Measurement year 2026-01-01 through 2026-12-31.

Denominator eligibility:
- Age: 18 through 75 years as of 2026-12-31. Member DOB 1983-11-27; on 2026-12-31 age? Born 1983-11-27. On 2025-11-27 turns 42, on 2026-11-27 turns 43. On 2026-12-31 age is 43 (since birthday passed). It says 43 years old on 2026-12-31. So within 18-75.
- Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025. Record: 2026-02-09 office visit diagnosis E11.9; 2026-06-23 office visit diagnosis E11.9. Both outpatient claims distinct dates in 2026. So event met.
- Continuous enrolment: full measurement year with no more than one gap up to 45 days. Enrolment: 2026-01-01 through 2026-12-31, continuous. Satisfies.

Thus denominator eligible: yes (not excluded yet). Evaluate exclusions first.
Exclusions:
E1 bilateral eye enucleation any time on or before 2026-12-31. No enucleation. No.
E2 hospice at any time during measurement year. No hospice. No.
E3 gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Diagnosis is E11.9 (type 2 diabetes mellitus without complications), not gestational/steroid-induced only. So E3 not met.

Therefore not excluded; in denominator.

Now numerator: either N1 or N2.
N1: retinal or dilated eye exam performed by eye care professional during 2026. Record: no eye exam during 2026. So N1 false.
N2: retinal or dilated eye exam performed by eye care professional during 2025 WITH a result documented as negative for retinopathy. Record: 2025-07-30 dilated retinal examination by an ophthalmologist (eye care professional). Result documented as negative for retinopathy in both eyes. So meets N2? Need be careful: N2 says "during 2025 WITH a result documented as negative for retinopathy. A 2025 examination with a positive result, or with no result documented, does not satisfy the numerator." The exam was in 2025 result negative, so satisfies. Therefore numerator met. Status: compliant (in denominator, not excluded, meets numerator).

Need reason: one sentence, under 30 words, naming specific criterion or date that decided it. Should state numerator met via 2025 negative dilated retinal exam on 2025-07-30 (N2) and denominator eligibility via two 2026 E11.9 outpatient visits and continuous enrolment, age 43. But reason should name specific criterion or date that decided it. Since status compliant, the deciding criterion is numerator N2: 2025-07-30 dilated retinal exam with negative retinopathy result. Also denominator eligibility: two E11.9 visits in 2026, continuous enrolment, age 43. Need under 30 words. Let's craft.

"Denominator met by two 2026 E11.9 visits and continuous enrolment at age 43; numerator met by N2 via the 2025-07-30 dilated retinal exam documented negative for retinopathy."

Count words: Denominator(1) met(2) by(3) two(4) 2026(5) E11.9(6) visits(7) and(8) continuous(9) enrolment(10) at(11) age(12) 43;(13) numerator(14) met(15) by(16) N2(17) via(18) the(19) 2025-07-30(20) dilated(21) retinal(22) exam(23) documented(24) negative(25) for(26) retinopathy(27). 27 words? Let's count hyphen date as one. Yes 27 words. Under 30. Good.

Need required keys: status, reason. For QM-DEE only these two? Task says Items drawn from measure QM-FUM require two further keys; this is QM-DEE, so only status and reason. Need not include met_7_day/met_30_day. Required JSON keys: status, reason. Do not add other keys.

Need output exactly one fenced JSON code block and nothing else. No commentary. So final:

```json
{
  "status": "compliant",
  "reason": "Denominator met by two 2026 E11.9 visits and continuous enrolment at age 43; numerator met by N2 via the 2025-07-30 dilated retinal exam documented negative for retinopathy."
}
```

Check JSON formatting. Double-check the age: DOB 1983-11-27, on 2026-12-31 is 43. The prompt itself says "so 43 years old on 2026-12-31." Use that. Good.

Check denominator event: "documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025." The visits are office visits, outpatient claims? It says office visit, diagnosis E11.9. Assume outpatient. Distinct dates 2026-02-09 and 2026-06-23. Good.

Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. Full measurement year.

Exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." E11.9 is type 2 diabetes, not gestational/steroid-induced. So no exclusion.

N2: "during 2025 WITH a result documented as negative for retinopathy." The exam was 2025-07-30 dilated retinal examination by ophthalmologist. Result negative for retinopathy in both eyes. Yes. So compliant.

Potential nuance: N2 requires the exam be performed by an eye care professional. Ophthalmologist qualifies. Good.

Potential nuance: denominator event requires E10.- or E11.-. E11.9 is E11.- (type 2). Good.

Potential nuance: N1 or N2: N2 exam during 2025 with negative result. The denominator event only requires diabetes diagnosis in 2026 or 2025; the exam in 2025 is before? Actually exam 2025-07-30, diabetes diagnoses 2026-02-09 and 2026-06-23. Does the numerator require eye exam after diabetes diagnosis? Specification doesn't say. It just says during 2025 with negative result. So okay.

Check reason sentence: "Denominator met by two 2026 E11.9 visits and continuous enrolment at age 43; numerator met by N2 via the 2025-07-30 dilated retinal exam documented negative for retinopathy." Is "age 43" correct? Yes.

Could there be a continuous enrollment gap? It says continuous. Good.

Now final answer must be exactly one fenced JSON code block. Ensure no trailing text. Use plain number? Not needed. Dates not in output except reason. The reason contains date 2025-07-30. That's fine.

Check key names: "status" and "reason". Values string. Status exactly one of compliant etc. Use "compliant". Good.

Let's craft final.
json{
  "status": "compliant",
  "reason": "Denominator met by two 2026 E11.9 visits and continuous enrolment at age 43; numerator met by N2 via the 2025-07-30 dilated retinal exam documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 1,435 tokens
We need answer JSON only. Need apply measure QM-DEE. Member record: DOB 1983-11-27. Age on 2026-12-31: Let's compute. DOB Nov 27 1983. On Dec 31 2026, birthday passed (Nov 27 2026), turning 43. Yes 43, in 18-75, so age eligible. Event/diagnosis: diabetes mellitus E11.9 on two outpatient claims distinct dates: 2026-02-09 and 2026-06-23, both in 2026. That meets event: at least two outpatient claims distinct dates during 2026 or 2025. Continuous enrolment: full 2026 enrolment continuous, full measurement year, no gap. So denominator eligible.

Exclusions: E1 bilateral eye enucleation? none. E2 hospice during measurement year? none. E3 gestational or steroid-induced only? Diagnosis E11.9 (type 2 diabetes mellitus) not gestational/steroid induced. So no exclusions.

Numerator: either N1 retinal/dilated eye exam by eye care professional during 2026 (none, no eye exam during 2026). N2 exam during 2025 with result negative for retinopathy. There is 2025-07-30 dilated retinal exam by ophthalmologist (eye care professional) result documented negative for retinopathy in both eyes. This satisfies N2. Therefore compliant.

Need status: "compliant". reason: one sentence under 30 words naming specific criterion or date that decided it. Must name specific criterion or date. It is numerator N2 met via 2025-07-30 dilated retinal exam with negative retinopathy result. Need under 30 words. Something like: "Numerator N2 met: 2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy." Count words: Numerator(1) N2(2) met:(3) 2025-07-30(4) dilated(5) retinal(6) exam(7) by(8) ophthalmologist(9) documented(10) negative(11) for(12) retinopathy(13). Good under 30. Need ensure one sentence. "Met numerator N2 with the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy." Count: Met1 numerator2 N2 3 with4 the5 2025-07-30 6 dilated7 retinal8 exam9 by10 an11 ophthalmologist12 documented13 negative14 for15 retinopathy16. Good.

But task instructions: Items drawn from measure QM-FUM require two further keys. This is QM-DEE, not QM-FUM. So no met_7_day/met_30_day. Do not add keys not asked. Required keys: status, reason. Maybe also? The task family says Required JSON keys: status, reason. For QM-FUM additional keys. Since QM-DEE, only status and reason.

Need output exactly one fenced JSON code block and nothing else. Must be valid JSON. Use string. Ensure no trailing text. Check rounding not relevant.

Let's double-check age: as of 2026-12-31, 43 (born Nov 1983 -> 2026-1983=43). Age range 18 through 75 inclusive. 43 qualifies.

Continuous enrolment: "the full measurement year with no more than one gap of up to 45 days." They have continuous 2026-01-01 through 2026-12-31, no gap. Good.

Denominator event: diabetes documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2026 or 2025. Member has two office visits with E11.9 on distinct dates in 2026. Office visits count as outpatient claims? The measure says outpatient claims. Office visit is outpatient. Distinct dates yes. So denominator met.

Exclusion E3: gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. E11.9 is type 2 diabetes mellitus, so not only gestational/steroid. No exclusion.

Numerator: N2 requires exam during 2025 WITH result documented as negative for retinopathy. Is a dilated retinal examination by ophthalmologist a retinal or dilated eye examination performed by an eye care professional? Yes. "Result documented as negative for retinopathy" in both eyes. So meets N2.

Could there be any nuance: The 2025 exam must be "performed by an eye care professional". Ophthalmologist qualifies. Good.

Potential issue: Numerator N2 says "during 2025 WITH a result documented as negative for retinopathy. A 2025 examination with a positive result, or with no result documented, does not satisfy the numerator." In record: "Result documented as negative for retinopathy in both eyes." Yes.

Thus compliant.

Need output JSON:

```json
{
  "status": "compliant",
  "reason": "Met numerator N2 with the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy."
}
```

Check sentence length: Let's count words carefully. "Met numerator N2 with the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy."
Words: Met(1) numerator(2) N2(3) with(4) the(5) 2025-07-30(6) dilated(7) retinal(8) exam(9) by(10) an(11) ophthalmologist(12) documented(13) negative(14) for(15) retinopathy(16). Period does not count. Under 30. Good.

Need ensure one sentence. Yes.

Should the reason name specific criterion or date that decided it. Yes names N2 and date.

Potential alternative: "Numerator N2 met by 2025-07-30 dilated retinal exam with negative retinopathy result." Count: Numerator1 N2 2 met3 by4 2025-07-30 5 dilated6 retinal7 exam8 with9 negative10 retinopathy11 result12. Even shorter. But our reason is fine. Is it a single sentence? Yes ends with period. Under 30 words. Good.

Check if there is any issue with "result documented as negative for retinopathy in both eyes" vs measure maybe requires "negative for retinopathy" not specifically both eyes. Both eyes is fine. Is it "documented as negative"? yes.

Now output only fenced JSON block, nothing else. No preamble, no commentary.

Ensure JSON null not needed. No extra keys.

Let's produce final answer exactly.
json{
  "status": "compliant",
  "reason": "Met numerator N2 with the 2025-07-30 dilated retinal exam by an ophthalmologist documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Qwen3.8 Flash · Alibaba10.1s · 442 out | 3.4s · 306 out | 6.3s · 481 out
Attempt 1
Reasoning · 390 tokens
We need answer JSON only. Need analyze QM-DEE. Member 40303 DOB 1983-11-27 age 43 as of 2026-12-31, eligible age. Enrolment continuous full measurement year. Event: diabetes E11.9 documented on at least two outpatient claims on distinct dates of service, during 2026 or 2025. Has 2026-02-09 and 2026-06-23 E11.9 office visits. So denominator. Exclusions: no enucleation/hospice, no gestational only. Numerator: N1 none 2026. N2 dilated eye exam by eye care professional during 2025 with negative result documented. Has 2025-07-30 by ophthalmologist, negative retinopathy both eyes. So compliant. Need reason under 30 words one sentence. Keys status and reason only? This is not QM-FUM. So no met keys. Ensure valid JSON. Reason: "Meets numerator because 2025 dilated retinal exam by ophthalmologist had negative retinopathy result." Count words: Meets1 numerator2 because3 2025? dilated4? Actually string one sentence. Under 30. Could say "Diabetes denominator met and 2025 dilated retinal exam by ophthalmologist was negative for retinopathy." Words: Diabetes1 denominator2 met3 and4 2025? 5 dilated6 retinal7 exam8 by9 ophthalmologist10 was11 negative12 for13 retinopathy14. Good. Status compliant. Final only fenced JSON. Need no extra.
json{
  "status": "compliant",
  "reason": "Diabetes denominator met and 2025 dilated retinal exam by ophthalmologist was negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 251 tokens
We need answer JSON only. Need evaluate QM-DEE. Member 40303 DOB 1983-11-27 age 43 on 2026-12-31. Eligible: age 18-75 yes. Event: diabetes mellitus E11.- documented on at least two outpatient claims distinct dates during 2026 or 2025. Record: 2026-02-09 and 2026-06-23 office visits diagnosis E11.9. Yes. Continuous enrolment full measurement year continuous yes. Numerator: N1 eye exam 2026 none. N2 exam during 2025 with result negative for retinopathy: 2025-07-30 dilated retinal exam by ophthalmologist, negative both eyes. Satisfies N2. Exclusions: no enucleation/hospice; gestational/steroid not. Thus compliant. Need reason <30 words naming criterion/date. JSON keys: status, reason. Ensure money not relevant. Need exactly fenced json no extra.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal examination by an ophthalmologist had negative result, meeting numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 409 tokens
We need answer with JSON only. Need evaluate QM-DEE. Need status and reason. Check denominator: age 43 on 2026-12-31 within 18-75. Event: diabetes E11.9 documented on at least two outpatient claims distinct dates 2026 or 2025: 2026-02-09, 2026-06-23, both E11.9. Continuous enrolment full measurement year with no more than one gap up to 45 days: 2026-01-01 to 2026-12-31 continuous. Exclusions: no enucleation, no hospice, no gestational/steroid diabetes only. Numerator: N1 none 2026. N2 retinal/dilated eye exam by eye care professional during 2025 with result negative for retinopathy: yes 2025-07-30 dilated retinal exam by ophthalmologist, negative both eyes. So compliant. Need reason under 30 words naming criterion/date. Maybe: "Denominator met via age, enrolment, and two 2026 E11.9 outpatient claims; numerator met by negative dilated retinal exam on 2025-07-30." Count words? Denominator(1) met2 via3 age4, enrolment5 and6 two7 20268 E11.99 outpatient10 claims;11 numerator12 met13 by14 negative15 dilated16 retinal17 exam18 on19 2025-07-30.20. Good. But reason should one sentence under 30. Need only JSON block. No QM-FUM keys. Ensure JSON valid.
json{
  "status": "compliant",
  "reason": "Denominator met via age, enrolment, and two 2026 E11.9 outpatient claims; numerator met by negative dilated retinal exam on 2025-07-30."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Kimi K2.6 · Moonshot39.1s · 1,258 out | 7.4s · 1,320 out | 27.3s · 1,797 out
Attempt 1
Reasoning · 1,216 tokens
We need to evaluate the member against measure QM-DEE.

First, check denominator eligibility:
- Age 18 through 75 as of 2026-12-31. DOB 1983-11-27. Age on 2026-12-31: 43. Eligible.
- Event: diabetes mellitus (any E10.- or E11.-) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
  - Member has 2026-02-09 Office visit, diagnosis E11.9. That's one outpatient claim in 2026.
  - 2026-06-23 Office visit, diagnosis E11.9. Second outpatient claim in 2026, distinct date.
  - So event criterion satisfied.
- Continuous enrollment: full measurement year 2026-01-01 through 2026-12-31, continuous. The record says "Enrolment: 2026-01-01 through 2026-12-31, continuous." So meets continuous enrollment (no gaps).
Thus, member is in denominator.

Now check required exclusions:
E1. Bilateral eye enucleation any time on or before 2026-12-31. Record says "No enucleation". So not excluded.
E2. Hospice at any time during measurement year. Record says "no hospice". So not excluded.
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. The diagnoses are E11.9 (Type 2 diabetes), not gestational or steroid-induced. So not excluded.

Now numerator:
N1. A retinal or dilated eye examination performed by an eye care professional during 2026.
  - No eye examination during 2026. So N1 not met.
N2. A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy.
  - 2025-07-30: Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes.
  - This is during 2025, performed by an eye care professional (ophthalmologist), result documented as negative for retinopathy. So N2 is satisfied.

Therefore, member is in denominator, not excluded, meets numerator via N2. Status = "compliant".

Reason: one sentence, under 30 words, naming the specific criterion or date that decided it.
Need to say that a 2025 dilated retinal exam with negative result satisfies numerator N2.
Example: "2025-07-30 dilated retinal exam with negative retinopathy result meets numerator N2." Let's count words: 2025-07-30 (1) dilated (2) retinal (3) exam (4) with (5) negative (6) retinopathy (7) result (8) meets (9) numerator (10) N2 (11). Good.

Now, note: measure QM-DEE does not require the extra keys "met_7_day" and "met_30_day". The prompt says: "Items drawn from measure QM-FUM require two further keys: 'met_7_day' boolean, 'met_30_day' boolean." Since this is QM-DEE, we should NOT include those keys. Only include required keys: status, reason.

Thus JSON:
{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy result meets numerator N2."
}

Check if any nuance: The prompt says "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." Not relevant.

"A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Not relevant.

Check if the 2025 exam counts: "during 2025" - yes, 2025-07-30 is in 2025. Eye care professional: ophthalmologist qualifies. Result documented as negative: yes. So N2 is met.

Double-check age: DOB 1983-11-27. On 2026-12-31, age = 2026-1983 = 43, but if month/day before Dec 31? Actually birthday is Nov 27. So on Dec 31, 2026, they have already turned 43. So age 43, within 18-75.

Enrollment: continuous full year.

Diabetes: two outpatient distinct dates in 2026. Good.

All good.

One thing: The prompt says "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So I must output only the JSON block.

Final answer:
```json
{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy result meets numerator N2."
}
```

Wait: Is "ophthalmologist" definitely an eye care professional? Yes, standard. The measure says "performed by an eye care professional". The record explicitly says "by an ophthalmologist". So okay.

The reason is under 30 words. Let's count: "2025-07-30" (1 word? Typically hyphenated dates count as one token but word count is usually split by spaces. Let's count spaces: 2025-07-30 (1) dilated (2) retinal (3) exam (4) with (5) negative (6) retinopathy (7) result (8) meets (9) numerator (10) N2. (11). 11 words. Good.

I think that's correct.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy result meets numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 1,258 tokens
 The user wants me to evaluate a member against the QM-DEE (Diabetic Eye Examination) measure specification.

Let me parse the member record:
- Member ID: 40303
- DOB: 1983-11-27
- Age on 2026-12-31: 43 years old (within 18-75 range)
- Enrollment: 2026-01-01 through 2026-12-31, continuous (no gaps mentioned, so satisfies continuous enrollment with no more than one gap of up to 45 days)
- History:
  - 2026-02-09: Office visit, diagnosis E11.9 (Type 2 diabetes)
  - 2026-06-23: Office visit, diagnosis E11.9 (Type 2 diabetes)
  - 2025-07-30: Dilated retinal examination by ophthalmologist. Result documented as negative for retinopathy in both eyes.
  - No eye examination during 2026.
- No enucleation, no hospice.

Now applying the measure QM-DEE:

Denominator eligibility:
1. Age: 18 through 75 as of 2026-12-31. Member is 43. ✓ ELIGIBLE
2. Event: diabetes mellitus (any E10.- or E11.- code) on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025. Member has E11.9 on 2026-02-09 and 2026-06-23 (two distinct outpatient dates in 2026). ✓ ELIGIBLE
3. Continuous enrollment: full measurement year with no more than one gap of up to 45 days. Member is enrolled 2026-01-01 through 2026-12-31 continuous. ✓ ELIGIBLE

So member is in the denominator.

Required exclusions:
E1. Bilateral eye enucleation any time on or before 2026-12-31. Record says "No enucleation". ✗ Does not meet exclusion.
E2. Hospice at any time during measurement year. Record says "no hospice". ✗ Does not meet exclusion.
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Member has E11.9, which is Type 2 diabetes, not gestational or steroid-induced. ✗ Does not meet exclusion.

So no exclusions apply.

Numerator - either of:
N1. A retinal or dilated eye examination performed by an eye care professional during 2026. Record says "No eye examination during 2026." ✗ Does not meet N1.
N2. A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy. Member has 2025-07-30: Dilated retinal examination by ophthalmologist, result documented as negative for retinopathy in both eyes. ✓ MEETS N2.

Since N2 is met, the member is in the numerator.

Therefore:
- status: "compliant"
- reason: Needs to be one sentence under 30 words naming the specific criterion or date that decided it. Something like: "Negative retinal examination on 2025-07-30 satisfies numerator criterion N2." or "Dilated retinal exam on 2025-07-30 documented negative for retinopathy meets numerator N2."

Wait, the measure says "A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy."

The record says: "2025-07-30 Dilated retinal examination by an ophthalmologist. Result documented as negative for retinopathy in both eyes."

This matches N2.

Let me check the age calculation:
DOB: 1983-11-27
As of 2026-12-31: 2026 - 1983 = 43. Since birthday (Nov 27) is before Dec 31, age is 43. Correct.

Enrollment: continuous through full measurement year. Good.

Exclusions evaluated before numerator, but none apply.

Status: compliant
Reason: Negative dilated retinal exam on 2025-07-30 meets numerator criterion N2.

Let me count words: "Negative dilated retinal exam on 2025-07-30 meets numerator criterion N2." = 10 words. Good.

The task also mentions: "Items drawn from measure QM-FUM require two further keys: "met_7_day" boolean, "met_30_day" boolean". But this measure is QM-DEE, not QM-FUM, so those keys are NOT required. The user instructions say "The keys required in that object are given by the task. Include every required key. Do not add keys that were not asked for." Since QM-DEE is specified and QM-FUM is mentioned only for measures that are QM-FUM, I should NOT include met_7_day or met_30_day.

Required keys for this task:
- status
- reason

That's it.

Let me double-check if I missed anything about the exam. The exam was in 2025, not 2026. N2 explicitly allows a 2025 exam with negative result. Yes.

Also, check E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". Member has E11.9 which is Type 2 diabetes mellitus without complications. So definitely not excluded.

Therefore final answer is JSON with:
{
  "status": "compliant",
  "reason": "Negative dilated retinal exam on 2025-07-30 meets numerator criterion N2."
}

Let me make sure the reason is under 30 words. It is.

Is there any issue with "eye care professional"? An ophthalmologist is an eye care professional. Yes.

Is there any issue with "documented as negative for retinopathy in both eyes"? The spec says "a result documented as negative for retinopathy." The record says negative in both eyes. This satisfies "negative for retinopathy."

Everything looks correct. 
json{
  "status": "compliant",
  "reason": "Negative dilated retinal exam on 2025-07-30 meets numerator criterion N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 1,795 tokens
 Let me analyze this member against the QM-DEE measure specification.

First, check eligibility (denominator):
1. Age: 43 years old on 2026-12-31. The specification says age 18 through 75 years as of 2026-12-31. 43 is within 18-75. So age requirement met.
2. Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
   - The member has E11.9 on 2026-02-09 (office visit = outpatient) and E11.9 on 2026-06-23 (office visit = outpatient). These are two distinct dates in 2026. So event requirement met.
3. Continuous enrolment: full measurement year (2026-01-01 through 2026-12-31) with no more than one gap of up to 45 days. The record says enrolment is 2026-01-01 through 2026-12-31, continuous. So continuous enrolment met.

The member is in the denominator.

Now check exclusions:
E1. Bilateral eye enucleation any time on or before 2026-12-31. Record says no enucleation. Not excluded.
E2. Hospice at any time during the measurement year. Record says no hospice. Not excluded.
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. The member has E11.9 (Type 2 diabetes) on two claims. Not excluded.

So not excluded.

Now check numerator — either of:
N1. Retinal or dilated eye exam by eye care professional during 2026.
   Record says: No eye examination during 2026. So N1 not met.

N2. Retinal or dilated eye exam by eye care professional during 2025 WITH result documented as negative for retinopathy.
   Record says: 2025-07-30 dilated retinal examination by ophthalmologist. Result documented as negative for retinopathy in both eyes.
   This meets N2 exactly.

Therefore numerator is met.

Since the member is in the denominator, not excluded, and meets the numerator, status is "compliant".

Wait, let me re-read the numerator N2 carefully:
"A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy. A 2025 examination with a positive result, or with no result documented, does not satisfy the numerator."

The member has:
- 2025-07-30 Dilated retinal examination by an ophthalmologist.
- Result documented as negative for retinopathy in both eyes.

This clearly satisfies N2.

So:
- status: "compliant"
- reason: something like "Negative retinal exam in 2025" or "Met numerator N2 with 2025 negative exam". Under 30 words.
- Since this is QM-DEE (not QM-FUM), I don't need the met_7_day or met_30_day keys. Wait, let me re-read instructions.

"Items drawn from measure QM-FUM require two further keys: 'met_7_day' boolean and 'met_30_day' boolean. For a member who is 'excluded' or 'not_eligible' under QM-FUM, report both as false."

This measure is QM-DEE, so these keys are NOT required. The required JSON keys are given by the task: "status" and "reason" are the only required keys for QM-DEE based on the generic task family description at the top. Let me check if there are additional keys required.

The task says: "Required JSON keys: 'status' string, 'reason' string". And then specifically for QM-FUM it mentions two further keys. So for QM-DEE, only "status" and "reason" are required.

Let me verify no other traps:
- Is the examination on 2025-07-30 during 2025? Yes.
- Is it performed by an eye care professional? Ophthalmologist qualifies.
- Is the result documented as negative for retinopathy? Yes.
- Member has no eye exam in 2026, but N2 doesn't require one.

Reason should be one sentence under 30 words. Something like: "Met numerator N2 via negative dilated retinal exam on 2025-07-30." Let me count: Met(3) numerator(9) N2(2) via(3) negative(8) dilated(7) retinal(8) exam(4) on(2) 2025-07-30(10). That's about 44 characters but words: "Met numerator N2 via negative dilated retinal exam on 2025-07-30." = 11 words. Good.

Actually: "Met numerator criterion N2 with 2025 negative retinal exam." = 9 words. Even better.

Or: "Satisfied numerator N2 with negative 2025 retinal eye examination." = 9 words.

Let me make sure the date is clearly referenced. The spec mentions dates.

Actually, let me consider if there are any issues with the diabetes diagnosis codes. The spec says "any E10.- or E11.- code". E11.9 qualifies. Two outpatient claims on distinct dates: 2026-02-09 and 2026-06-23. Both in 2026, which is within "2026 or 2025". Good.

One more thing: the task says "Exclusions are evaluated before the numerator." But the member meets no exclusions anyway.

Final answer:
```json
{
  "status": "compliant",
  "reason": "Met numerator N2 with negative retinal exam performed on 2025-07-30."
}
```

Wait, sentence under 30 words: "Met numerator N2 with negative retinal exam performed on 2025-07-30." That's 11 words. Fine.

Let me ensure the wording is precise enough. "Met numerator N2 with a negative 2025 retinal examination." That's brief and clear.

Actually, looking at the format: "reason" string — one sentence, under 30 words, naming the specific criterion or date that decided it.

"Met numerator N2 via negative dilated retinal exam on 2025-07-30." Let me count: Met(1) numerator(2) N2(3) via(4) negative(5) dilated(6) retinal(7) exam(8) on(9) 2025-07-30(10). 10 words. Good.

Or: "Negative retinal exam on 2025-07-30 satisfies numerator criterion N2." = 9 words.

I'll go with: "Met numerator N2 with negative retinal exam on 2025-07-30."

Wait, N2 is specifically about a 2025 exam. So I should make sure the reason mentions that.

"Met numerator N2 via 2025 negative dilated retinal exam result." = 9 words.

I think this is solid.

Double check: Is no 2026 exam required? No, N2 explicitly allows a 2025 exam with negative result.

Is the member too old/young? 43 is fine.

Any gap in enrollment? Continuous through full year.

Any hospice/enucleation/other diabetes? None.

Perfect.

One more check: the prompt says "Do not add keys that were not asked for." So I'll only include status and reason.

Final JSON:
{
  "status": "compliant",
  "reason": "Met numerator N2 with negative retinal exam on 2025-07-30."
}

Wait, should "retinal exam" be more specific? It says "dilated retinal examination" in the record. But "retinal exam" is sufficient. The measure says "retinal or dilated eye examination". So either term works.

Let me go with:
"Met numerator N2 with negative dilated retinal exam on 2025-07-30."

10 words.

Actually, the record says "Dilated retinal examination". The measure says "retinal or dilated eye examination". So dilated retinal exam is fine.

I'll output exactly the JSON block.
json{
  "status": "compliant",
  "reason": "Met numerator N2 with negative dilated retinal exam on 2025-07-30."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100DeepSeek V4 Pro · DeepSeek13.9s · 603 out | 9.5s · 367 out | 8.8s · 312 out
Attempt 1
Reasoning · 563 tokens
We are given member 40303. The measure is QM-DEE: Diabetic Eye Examination, measurement year 2026. We need to determine status: compliant, non_compliant, excluded, or not_eligible.

First, check eligibility (denominator criteria):
- Age: 18-75 as of 2026-12-31. Member DOB 1983-11-27, age 43 on 2026-12-31 -> meets age.
- Diabetes diagnosis: must have at least two outpatient claims with E10.- or E11.- on distinct dates during 2026 or 2025, or one acute inpatient discharge. The member has two outpatient office visits: 2026-02-09 and 2026-06-23, both with diagnosis E11.9. That's two outpatient claims in 2026 on distinct dates -> meets diabetes event criterion.
- Continuous enrollment: full measurement year 2026 with no more than one gap up to 45 days. Enrolment is continuous from 2026-01-01 to 2026-12-31, so no gap -> meets enrollment.

Therefore, member is in the denominator, eligible. Now check exclusions:
- E1: Bilateral eye enucleation any time before or on 2026-12-31. Record says no enucleation.
- E2: Hospice at any time during 2026. Record says no hospice.
- E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Member has two E11.9 codes in 2026. E11.9 is Type 2 diabetes mellitus without complications. That is not gestational or steroid-induced. So no exclusion.

Now numerator: 
- N1: Retinal or dilated eye exam by eye care professional during 2026. No exam in 2026.
- N2: Retinal or dilated eye exam by eye care professional during 2025 WITH negative result for retinopathy documented. Member had a dilated retinal exam on 2025-07-30 by an ophthalmologist, result documented as negative for retinopathy. That satisfies N2. So numerator is met.

Since the member meets the numerator and is not excluded, status is "compliant". 

Reason: "Member had a dilated retinal exam in 2025 with negative retinopathy result, satisfying numerator N2."

The task only asked for keys "status" and "reason". No mention of the extra keys for QM-FUM. That's for measure QM-FUM only. So we output only status and reason.

Thus, status: "compliant", reason: one sentence under 30 words.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy result satisfies numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 328 tokens
We are asked to evaluate member 40303 against measure QM-DEE (Diabetic Eye Examination). The measurement year is 2026. The member is 43 years old (born 1983-11-27) so within age range 18-75. The member has two outpatient claims with diagnosis E11.9 (type 2 diabetes) in 2026: on 2026-02-09 and 2026-06-23. That meets the denominator event: at least two outpatient claims with diabetes codes on distinct dates in 2026. Continuous enrolment from 2026-01-01 to 2026-12-31, no gap, so eligible. No exclusions: no enucleation, no hospice, no gestational diabetes. So denominator eligible.

Numerator: either an eye exam in 2026 (none) or an exam in 2025 with negative retinopathy result. The member had a dilated retinal exam on 2025-07-30 with result negative for retinopathy. So N2 is satisfied. Therefore compliant.

Output: status "compliant", reason something like "2025 dilated retinal exam negative for retinopathy meets numerator N2". Keep under 30 words.

No additional keys required for QM-DEE? Task only gives "status" and "reason" keys. QM-FUM had extra keys, but here only these two. So output JSON with status and reason.

Make sure the reason names the specific criterion. "2025-07-30 dilated retinal exam with negative retinopathy meets numerator N2." That's one sentence.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy meets numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 272 tokens
We are asked to evaluate measure QM-DEE for member 40303. The member is 43, within age range. They have diabetes: two outpatient visits in 2026 with E11.9 (type 2 diabetes without complications). That satisfies the event criterion (two outpatient claims on distinct dates during 2026 or 2025). Continuous enrolment satisfied (full year, no gaps). So denominator eligible.

Now exclusions: no bilateral enucleation, no hospice. E3 is gestational or steroid-induced diabetes only; this member has E11.9, which is type 2 diabetes mellitus, not gestational (which would be O24.-) and not steroid-induced. So no exclusion applies. So not excluded.

Numerator: either N1 or N2. N1: retinal/dilated eye examination by eye care professional during 2026. None. N2: examination during 2025 with negative result. Member had dilated retinal exam on 2025-07-30 by ophthalmologist, result negative. That qualifies under N2. So compliant.

Thus status: compliant. Reason: 2025 retinal exam negative for retinopathy meets numerator N2. That's concise.

We need output json: "status": "compliant", "reason": short sentence. No extra keys (QM-FUM doesn't apply).
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam with negative retinopathy result satisfies numerator N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100DeepSeek V4 Flash · DeepSeek10.2s · 263 out | 4.4s · 272 out | 35.3s · 314 out
Attempt 1
Reasoning · 225 tokens
We need answer JSON. Need evaluate measure QM-DEE. Member: DOB 1983-11-27 age on 2026-12-31 = 43? Yes 1983 to 2026 =43. Age 18-75 eligible. Diabetes: E11.9 on two outpatient visits 2026-02-09 and 2026-06-23, distinct dates, in 2026 or 2025. Meets denominator event. Continuous enrollment full 2026 no gaps. No exclusions (enucleation no, hospice no, steroid-induced? no). Numerator: N1 eye exam during 2026? None, no. N2 exam during 2025 with negative result? Yes 2025-07-30 dilated retinal examination by ophthalmologist, result negative for retinopathy. But need "during 2025" and "result documented as negative". This satisfies numerator. So compliant. Need status "compliant". Reason: one sentence, under 30 words. Need maybe mention N2 2025 dilated retinal exam negative. Ensure JSON.
 {
  "status": "compliant",
  "reason": "Dilated retinal exam on 2025-07-30 documented negative for retinopathy, meeting numerator."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 219 tokens
We need answer JSON. Need follow task. Need parse measure QM-DEE. Member 40303, DOB 1983-11-27, 43 on 2026-12-31. Enrolment continuous full measurement year no gap. Diabetes events: E11.9 on two outpatient visits distinct dates 2026-02-09 and 2026-06-23, so denominator eligible. Exclusions: no enucleation, no hospice, no gestational/steroid only. Numerator: N1 no 2026 exam. N2 2025 dilated retinal exam by ophthalmologist with result negative for retinopathy. Yes 2025-07-30 negative. Meets numerator via N2. Status compliant. Reason under 30 words: "2025 dilated retinal exam by ophthalmologist with negative retinopathy result satisfies numerator; no exclusions apply." Need include status, reason only? Task family says required keys status, reason. For QM-DEE no extra keys. So output exactly JSON with those two. Ensure no extra. Need "compliant". Use double quotes.
json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam by ophthalmologist with negative retinopathy result satisfies numerator; no exclusions apply."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 249 tokens
We need answer JSON. Need follow task. Need determine status for QM-DEE. Keys: status, reason. No met keys because QM-DEE not FUM. Need evaluate.

Member DOB 1983-11-27, as of 2026-12-31 age 43 (turns 43 on 2026-11-27). Eligible age 18-75 yes.

Diabetes event: E11.9 on two outpatient claims distinct dates 2026-02-09 and 2026-06-23, in measurement year or 2025. Yes denominator.

Continuous enrolment full year no more than one gap up to 45 days: continuous yes.

Numerator: N1 no eye exam 2026. N2 2025-07-30 dilated retinal exam by ophthalmologist, result negative for retinopathy both eyes. Eye care professional? ophthalmologist yes. During 2025. Result negative. Satisfies numerator. Exclusions? no enucleation, no hospice, no gestational/steroid-induced? E11.9 type 2 not exclusions. So compliant. Reason mentions 2025 exam negative retinopathy by ophthalmologist satisfies numerator. Need under 30 words. Status compliant.

No need mention? One sentence. Output exact JSON.

json{
  "status": "compliant",
  "reason": "2025-07-30 dilated retinal exam by ophthalmologist documented negative for retinopathy, meeting numerator N2; no exclusions apply."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Haiku 4.5 · Anthropic16.4s · 1,112 out | 15.7s · 1,160 out | 12.1s · 927 out
Attempt 1
Reasoning · 1,059 tokens
Let me work through this quality measure evaluation step by step.

**MEASURE: QM-DEE — DIABETIC EYE EXAMINATION**
Measurement year: 2026-01-01 through 2026-12-31

**STEP 1: Check Eligibility (Denominator)**

1. **Age requirement**: 18 through 75 years as of 2026-12-31
   - Member DOB: 1983-11-27
   - Age on 2026-12-31: 2026 - 1983 = 43 years old
   - ✓ Meets age requirement (18-75)

2. **Event requirement**: Diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025.
   - 2026-02-09: Office visit with E11.9 diagnosis
   - 2026-06-23: Office visit with E11.9 diagnosis
   - These are two distinct dates of service in 2026
   - ✓ Meets event requirement

3. **Continuous enrolment**: Full measurement year with no more than one gap of up to 45 days
   - Enrolment: 2026-01-01 through 2026-12-31, continuous
   - ✓ Meets continuous enrolment requirement

Member IS in the denominator.

**STEP 2: Check for Required Exclusions**

1. **E1. Bilateral eye enucleation any time on or before 2026-12-31**
   - No enucleation noted
   - ✗ Does not meet this exclusion

2. **E2. Hospice at any time during the measurement year**
   - No hospice noted
   - ✗ Does not meet this exclusion
3. **E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis**
   - Member's E11.9 codes indicate Type 2 diabetes, not gestational/steroid-induced
   - ✗ Does not meet this exclusion

Member is NOT excluded.

**STEP 3: Check Numerator**

Need either N1 (eye exam by eye care professional in 2026) or N2 (exam in 2025 with negative retinopathy findings). Record explicitly states no eye exam occurred during 2026, so N1 fails. Moving to check N2 next.

2025-07-30 dilated retinal exam by an ophthalmologist, negative for retinopathy in both eyes - this satisfies N2, since it's performed by a qualifying eye care professional in 2025 with a clearly documented negative result.

Numerator is MET via N2.

**FINAL DETERMINATION:**
- In denominator: YES
- Excluded: NO
- Meets numerator: YES
- Status: **COMPLIANT**

The 2025 dilated exam with negative retinopathy findings satisfies the requirement. Double-checking the details for accuracy - age criteria next.

Age 43 on 2026-12-31 falls within 18-75 range. Two E11.9 diagnoses on separate dates (2026-02-09, 2026-06-23) confirm diabetes status. Continuous enrollment throughout 2026 is satisfied. No exclusions apply - not bilaterally enucleated, not on hospice, and diabetes isn't gestational or steroid-induced only. No 2026 exam exists, but the 2025 dilated retinal exam with negative results covers N2.

Status: COMPLIANT - the prior year's negative dilated exam finding satisfies the numerator.

json{
  "status": "compliant",
  "reason": "Dilated retinal examination in 2025 with documented negative retinopathy result satisfies numerator."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 1,112 tokens
Let me analyze this member against the QM-DEE measure specification.

MEMBER 40303:
- Date of birth: 1983-11-27
- Age on 2026-12-31: 43 years old ✓ (within 18-75 range)
- Enrolment: 2026-01-01 through 2026-12-31, continuous ✓ (no gaps mentioned)

**STEP 1: Check Eligibility (Denominator)**

Age requirement: 18-75 as of 2026-12-31
- Member is 43 on 2026-12-31 ✓

Event requirement: diabetes mellitus (E10.- or E11.- code) documented on:
- At least two outpatient claims on distinct dates of service during 2026 or 2025, OR
- One acute inpatient discharge during 2026 or 2025

Looking at the record:
- 2026-02-09: Office visit, E11.9 ✓
- 2026-06-23: Office visit, E11.9 ✓
These are two distinct dates, both in 2026, both with E11.9 (Type 2 diabetes).
This satisfies the event requirement ✓

Continuous enrolment: full measurement year with no more than one gap of up to 45 days
- Enrolled 2026-01-01 through 2026-12-31, continuous ✓

The member is in the denominator.

**STEP 2: Check Required Exclusions**

E1. Bilateral eye enucleation any time on or before 2026-12-31
- Record shows "No enucleation" ✓ Not excluded

E2. Hospice at any time during the measurement year
- Record shows "no hospice" ✓ Not excluded
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis
- Coded E11.9 both times, which rules out gestational/steroid-only diabetes ✓ Not excluded

No exclusions apply, so the member remains in the eligible population.

**STEP 3: Check Numerator**

N1. Retinal or dilated eye exam by an eye care professional in 2026
- Record notes "No eye examination during 2026" ✗ Fails N1

N2. Exam in 2025 with negative retinopathy findings — need to check this next.

2025-07-30 shows a dilated retinal exam by an ophthalmologist, negative for retinopathy in both eyes. This satisfies N2.

**CONCLUSION:** In denominator, no exclusions, numerator met via N2 → **compliant**

Verifying: age 43 fits range, two distinct E11.9 diagnoses confirm diabetes, full-year enrollment, no exclusions triggered, and the 2025 negative retinal exam satisfies the numerator despite no 2026 exam being documented.

Final reason (must be under 30 words, naming the deciding criterion): "2025 dilated retinal examination with negative retinopathy result satisfies N2."

json{
  "status": "compliant",
  "reason": "2025 dilated retinal examination with negative retinopathy result satisfies N2."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 878 tokens
Let me work through this quality measure logic step by step for Member 40303 against QM-DEE (Diabetic Eye Examination).

**Step 1: Check if member is eligible (denominator)**

ELIGIBLE POPULATION requirements:
1. Age: 18 through 75 years as of 2026-12-31
   - Member DOB: 1983-11-27
   - Age on 2026-12-31: 2026 - 1983 = 43 years old ✓
   
2. Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025
   - 2026-02-09: Office visit, diagnosis E11.9 ✓
   - 2026-06-23: Office visit, diagnosis E11.9 ✓
   - Two outpatient claims on distinct dates with E11.- codes ✓
   
3. Continuous enrolment: the full measurement year with no more than one gap of up to 45 days
   - Enrolment: 2026-01-01 through 2026-12-31, continuous ✓

Member ENTERS the denominator.

**Step 2: Check for required exclusions**

E1. Bilateral eye enucleation any time on or before 2026-12-31
   - Record states: "No enucleation" ✗

E2. Hospice at any time during the measurement year
   - Record states: "no hospice" ✗

E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025
   - Member has E11.9 (Type 2 diabetes without complications) documented
   - This is not gestational or steroid-induced diabetes
   - Actual diabetes diagnosis present ✗

No exclusions apply. Member is not excluded.

**Step 3: Check numerator**

The member needs to meet either N1 or N2:

N1. A retinal or dilated eye examination performed by an eye care professional during 2026.
   - Record: "No eye examination during 2026"
   - Does not meet N1 ✗

N2. A retinal or dilated eye examination performed by an eye care professional during 2025 WITH a result documented as negative for retinopathy. A 2025 examination with a positive result, or with no result documented, does not satisfy the numerator.
   - Need to check if any 2025 exam exists with a negative retinopathy result.

2025-07-30: Dilated retinal examination by an ophthalmologist, negative for retinopathy in both eyes.
   - Dilated eye exam ✓, ophthalmologist ✓, during 2025 ✓, negative result documented ✓
   - Meets N2 ✓

Member MEETS the numerator via N2.

**Step 4: Determine status**

Denominator ✓, not excluded ✓, numerator met ✓ → **compliant**

Reason (under 30 words): "Member had dilated retinal examination in 2025 with negative retinopathy result, meeting N2."

Not a QM-FUM measure, so no "met_7_day"/"met_30_day" fields needed.

json{
  "status": "compliant",
  "reason": "Dilated retinal examination performed in 2025 with negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100DeepSeek V3.2 · DeepSeek1.8s · 51 out | 1.7s · 54 out | 1.7s · 53 out
Attempt 1
json{
    "status": "compliant",
    "reason": "Meets numerator via 2025 negative-result dilated eye examination.",
    "met_7_day": false,
    "met_30_day": false
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
    "status": "compliant",
    "reason": "Member met denominator criteria and numerator via 2025 retinal exam with negative result.",
    "met_7_day": false,
    "met_30_day": false
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
    "status": "compliant",
    "reason": "Meets numerator via 2025 eye exam with negative retinopathy result.",
    "met_7_day": false,
    "met_30_day": false
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
67GPT-5.6 Luna · OpenAI3.1s · 114 out | 2.5s · 128 out | 3.0s · 147 out
Attempt 1
json{
  "status": "compliant",
  "reason": "Meets N2: 2025-07-30 dilated retinal examination documented negative for retinopathy."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{"status":"compliant","reason":"Meets N2 with a 2025-07-30 dilated retinal examination documenting negative retinopathy.","}
Grader detail
json{
  "reason": "response did not contain parseable JSON"
}
Attempt 3
json{
  "status": "compliant",
  "reason": "Eligible member met N2 with a 2025 dilated retinal examination documenting a negative retinopathy result."
}
Grader detail
json{
  "fields": [
    {
      "field": "status",
      "want": "compliant",
      "got": "compliant",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}