Gestational diabetes only
Record written for Parity against synthetic measure QM-DEE. The gestational-only exclusion reads as the obvious answer, but exclusions only remove members who are in the denominator, and this member never establishes the diabetes event: no E10.- or E11.- code exists. The contract defines not_eligible as never entering the denominator. (Gold was originally keyed as excluded; every model in the first release answered not_eligible, and they were right.)
Field mean
96.4
across 28 models
Models scoring 100
25
of 28
Models scoring 0
0
of 28
What the model was given
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.MEMBER RECORD
MEMBER 40305. Date of birth 1996-06-05, so 30 years old on 2026-12-31.
Enrolment: 2026-01-01 through 2026-12-31, continuous.
History:
2026-03-11 Obstetric visit, diagnosis O24.419, gestational diabetes.
2026-05-20 Obstetric visit, diagnosis O24.419.
No E10.- or E11.- diagnosis on any claim in 2025 or 2026.
No eye examination in 2025 or 2026.
No enucleation, no hospice.json{
"kind": "fields",
"fields": {
"status": "not_eligible"
}
}Every model's answer
Sorted by score. Open a row for the response and, where the vendor exposes it, the reasoning behind it.
100Claude Fable 5.1 · Anthropic8.9s · 224 out | 8.3s · 198 out | 11.9s · 188 out
Reasoning · 132 tokens
[omitted]json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; O24.419 gestational diabetes does not satisfy the event criterion, so member never enters the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 113 tokens
[omitted]json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; O24.419 gestational diabetes does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 110 tokens
[omitted]json{"status": "not_eligible", "reason": "Denominator event requires E10.- or E11.- codes; only O24.419 gestational diabetes is documented in 2025-2026, so the member never enters the denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3.7 Flash · Google5.0s · 734 out | 4.5s · 457 out | 4.1s · 543 out
Reasoning · 679 tokens
**Analyzing Diabetic Eye Exams**
I'm currently assessing Member 40305's eligibility for the Diabetic Eye Examination measure (QM-DEE). This 30-year-old member has had continuous enrollment throughout 2026. Their medical history includes a diagnosis of gestational diabetes on March 11, 2026, which I am considering in the evaluation.
**Clarifying Eligibility Criteria**
I'm re-evaluating the criteria for the eligible population, specifically whether gestational diabetes alone (O24.419) prevents entry into the denominator, or if it's an exclusion applied after initial denominator inclusion. The wording around "any E10.- or E11.- code" is crucial here.
json{
"status": "not_eligible",
"reason": "The member lacks the required E10 or E11 diabetes diagnoses during 2025 or 2026 to enter the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 398 tokens
**Analyzing Member Eligibility**
I'm currently assessing the member's data against the defined criteria. My focus is on verifying their age, continuous enrolment throughout 2026, and the presence of at least two distinct outpatient claims for diabetes mellitus, or a single inpatient discharge documenting the condition within the same year.
json{
"status": "not_eligible",
"reason": "The member has no qualifying E10.- or E11.- diabetes diagnosis during 2025 or 2026 to meet the denominator event criteria."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 484 tokens
**Assessing Eligibility Criteria**
I'm currently evaluating the member's eligibility based on provided data. My focus is on confirming age, continuous enrollment, and the specific denominator event criteria related to diabetes mellitus documentation. I am meticulously checking each data point against the defined thresholds.
json{
"status": "not_eligible",
"reason": "The member lacks the required E10 or E11 diabetes diagnosis on two outpatient claims or one inpatient discharge during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.5 · OpenAI3.3s · 180 out | 3.4s · 263 out | 4.2s · 262 out
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so no qualifying denominator diabetes event."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so the denominator event criterion was not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so the denominator event criterion was not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.6 Sol · OpenAI1.4s · 53 out | 2.2s · 93 out | 1.4s · 48 out
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis occurred in 2025 or 2026, so the denominator event criterion was not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 44 tokens
**Evaluating JSON eligibility**
I’m thinking we need the data formatted in the correct JSON structure. The status isn’t eligible because the denominator event requires E10/E11, which are absent. I wonder if there's a possible exclusion with E3? But it seems that even that never qualifies as a denominator, leading to the inference that ineligibility takes precedence. I should distill this reason into something concise, specifically under 30 words.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis was documented on any claim during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis was documented on any claim during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Grok 4.6 · xAI10.2s · 626 out | 13.2s · 858 out | 15.8s · 1,005 out
Reasoning · 581 tokens
The member record is for MEMBER 40305.
This member does not meet the event criterion for the denominator because the event definition requires an E10.- or E11.- diagnosis (diabetes mellitus), and the record shows only gestational diabetes (O24.419) with no such codes in 2025 or 2026.json{"status": "not_eligible", "reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so the denominator event criterion is not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 811 tokens
The task is about quality measure logic for QM-DEE — Diabetic Eye Examination.
{
"status": "excluded",
"reason": "Member meets exclusion E3 (gestational diabetes O24.419 only, no E10.- or E11.- diagnoses in 2025 or 2026), so excluded from denominator and thus from QM-DEE measure.json{"status": "not_eligible", "reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so the event criterion for the denominator is not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 961 tokens
The task is about quality measure logic for QM-DEE — Diabetic Eye Examination.
{
"status": "excluded",
"reason": "Gestational diabetes only (O24.419) with no E10.- or E11.- diagnoses in 2025 or 2026, meeting exclusion E3.json{"status": "not_eligible", "reason": "No E10.- or E11.- diagnosis in 2025 or 2026, so the diabetes event criterion is not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Grok 4.5 · xAI6.4s · 369 out | 6.1s · 373 out | 6.6s · 417 out
Reasoning · 325 tokens
The member is 30 years old, which is within 18-75.
json{"status": "not_eligible", "reason": "No E10.- or E11.- diabetes diagnoses in 2025–2026; only gestational diabetes O24.419 present."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 334 tokens
The member is being evaluated against QM-DEE - Diabetic Eye Examination.
json{"status": "not_eligible", "reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 374 tokens
The member is being evaluated against QM-DEE — Diabetic Eye Examination.
json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis on claims in 2025 or 2026, so denominator event not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3.1 Pro · Google16.9s · 1,968 out | 12.6s · 1,518 out | 9.4s · 859 out
Reasoning · 1,915 tokens
**Evaluating Eligibility for QM-DEE (Diabetic Eye Examination)**
My primary objective is to ascertain whether this specific member record qualifies for the QM-DEE quality measure for the 2026 measure year. I'm starting by examining the eligibility criteria for the denominator.
First, I checked the member's age. Born in 1996, they will be 30 by the end of 2026. This falls perfectly within the eligible age range of 18 to 75 years old. Next, I confirmed continuous enrollment for the entire measure year, from January 1, 2026, through December 31, 2026. This condition is also met.
The crucial component is the "Event" criterion: the member must have a documented diagnosis of diabetes mellitus, specifically codes E10.- or E11.-, on at least two outpatient claims with distinct dates of service or on a single acute inpatient discharge during 2025 or 2026. My review of the member's claims reveals no instances of E10.- or E11.- diagnoses in either 2025 or 2026. Instead, I found claims for obstetric visits with the diagnosis O24.419, which specifies gestational diabetes.
Because the member lacks any E10.- or E11.- codes, they fundamentally do not meet the "Event" requirement. This means they never enter the eligible population, or in measurement terms, they never enter the denominator. The quality measure's documentation explicitly states, "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
This leads me to consider exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." However, an exclusion is only applied *after* a member has qualified for the denominator. Since this member hasn't met the Event criterion (the absence of E10/E11 codes), they are not in the denominator to begin with, making the exclusion irrelevant for their status. They don't fall into the "excluded" category because they aren't even "in" the denominator to be excluded *from*.
Therefore, based on the strict definition of the Event criterion requiring E10.- or E11.- codes, this member does not meet the threshold to be considered part of the eligible population. My conclusion is that they are "not_eligible."
The reason for this "not_eligible" status is precisely because they do not possess the necessary E10.- or E11.- diagnosis codes on their claims from 2025 or 2026, which are the prerequisite for entering the denominator for the QM-DEE measure.
```json
{
"status": "not_eligible",
"reason": "The member never enters the denominator because they have no E10.- or E11.- diagnosis on any claim in 2025 or 2026 to meet the event criterion."
}
```
json{
"status": "not_eligible",
"reason": "The member never enters the denominator because they lack the required E10.- or E11.- diabetes diagnosis codes to meet the event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,455 tokens
**My Thought Process for Evaluating MEMBER 40305 against MEASURE QM-DEE**
Alright, let's break down this evaluation for MEMBER 40305 against MEASURE QM-DEE for the 2026 measurement year.
First, the basics: The member is 30 years old as of December 31, 2026, which falls squarely within the 18-75 age criteria. So far, so good.
Now, the core of the measure: The event criteria. This measure requires a documented diagnosis of diabetes mellitus, specifically indicated by E10.- or E11.- codes. This diagnosis needs to appear on at least two outpatient claims with distinct dates of service, or on a single acute inpatient discharge, within either 2026 or 2025.
Looking at the member's record, I see an obstetric visit on March 11, 2026, with a diagnosis of O24.419 (gestational diabetes). I see a similar obstetric visit on May 20, 2026, also with O24.419.
Here's the crucial point: I've scoured the available claims for 2025 and 2026, and there are *no* E10.- or E11.- diagnosis codes present. This means the member has not met the fundamental event criteria to even enter the denominator for this measure.
The rules are clear on this: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Since the member has no E10.- or E11.- codes, they never enter the denominator. Therefore, their status is definitively "not_eligible."
I briefly considered exclusion criteria, specifically exclusion E3, which pertains to gestational or steroid-induced diabetes *only*, with no other diabetes diagnosis. However, exclusions are applied to members who *are* in the denominator. This member isn't even in the running for the denominator because they lack the required E10.- or E11.- codes. So, it's not an exclusion; it's a failure to meet the initial eligibility criteria for the denominator.
So, the status is "not_eligible." Now, for the reason. I need to concisely explain *why* they are not eligible. It boils down to not having the necessary diagnosis codes to enter the denominator. I'll phrase it to directly address this.
The reason should be: "The member is not eligible because they do not have the required E10.- or E11.- diabetes diagnosis codes during 2025 or 2026." This is 22 words, well within any implied limit, and clearly articulates the situation.
Finally, I'll format this as the required JSON output, ensuring only the specified keys ("status" and "reason") are included, as this is QM-DEE and not QM-FUM.
```json
{
"status": "not_eligible",
"reason": "The member is not eligible because they do not have the required E10.- or E11.- diabetes diagnosis codes during 2025 or 2026."
}
```
This seems to be the correct and most direct interpretation based on the provided information and rules.
json{
"status": "not_eligible",
"reason": "The member does not enter the denominator because there are no E10.- or E11.- diabetes diagnosis codes on any claim during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 798 tokens
**Evaluating Member 40305 for Measure QM-DEE in Measurement Year 2026**
My primary objective here is to determine the eligibility and compliance status of MEMBER 40305 for the QM-DEE measure for the 2026 measurement year.
First, I need to confirm if the member meets the basic demographic and enrollment criteria. The member was born on June 5, 1996, making them 30 years old as of December 31, 2026. This falls squarely within the 18-75 age range specified by the measure. Furthermore, their enrollment record shows continuous coverage from January 1, 2026, through December 31, 2026, satisfying the continuous enrollment requirement. So far, so good on the foundational criteria.
The critical component is the "event" requirement for this measure. QM-DEE mandates documentation of diabetes mellitus, specifically codes E10.- or E11.-, on at least two distinct outpatient claims or one acute inpatient discharge during either 2025 or 2026.
Now, I'll examine the member's claims data. My review of the record indicates "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." This is the linchpin. Since the member lacks the requisite E10.- or E11.- diagnosis codes, they simply do not fulfill the defined event for this measure.
This leads me to the crucial question of eligibility versus exclusion. The rules state that a member who "never enters the denominator" is considered "not_eligible." This status takes precedence. Since the member fails to meet the event criteria, they do not enter the eligible population, regardless of any potential exclusions. For clarity, exclusions typically apply to members who *are* in the denominator but have specific conditions that exempt them (like gestational diabetes *only* if they also had a qualifying diabetes diagnosis). In this scenario, the absence of the core event codes means they are never in the denominator to begin with.
Therefore, based on the fact that the member has no E10.- or E11.- diagnosis codes on any claims in 2025 or 2026, they are definitively "not_eligible" for this measure. My concise reasoning is: "The member is not eligible because there are no E10 or E11 diabetes diagnosis codes in 2025 or 2026 to satisfy the denominator event."
json{
"status": "not_eligible",
"reason": "The member is not eligible because there are no E10 or E11 diabetes diagnosis codes in 2025 or 2026 to satisfy the denominator event."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Opus 5 · Anthropic3.0s · 167 out | 5.9s · 397 out | 1010.0s · 160 out
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes O24.419, so no qualifying denominator event."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes (O24.419), so the diabetes event criterion is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes O24.419, so the denominator event is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 3 Flash · Google7.4s · 770 out | 17.2s · 2,108 out | 12.2s · 1,338 out
Reasoning · 708 tokens
**My Thought Process for Assessing QM-DEE Eligibility for Member 40305**
When evaluating member 40305 against the QM-DEE (Diabetic Eye Examination) measure for 2026, my primary goal is to determine their eligibility for inclusion. I've approached this by systematically checking each criterion defined by the measure.
First, I confirmed the member's basic demographic and enrollment status. They are 30 years old, which falls squarely within the eligible age range of 18-75 for this measure. Their enrollment is continuous throughout 2026, so that requirement is met.
The crucial part, however, is the denominator criteria, specifically the "Event." To be considered for this measure, a member must have a documented diagnosis of diabetes mellitus, defined by specific ICD-10 codes (E10.- for Type 1 DM or E11.- for Type 2 DM). This documentation needs to appear in one of two ways: either on at least two separate outpatient claims with these codes on distinct dates, or on a single acute inpatient discharge record, within the period of 2025 or 2026.
I meticulously reviewed the member's claims data for 2025 and 2026. I found two outpatient claims in 2026: one on March 11th and another on May 20th. Both of these claims contain the diagnosis code O24.419, which signifies gestational diabetes. Critically, I found *no* instances of the required E10.- or E11.- codes on any claims within 2025 or 2026.
This absence of the specific E10.- or E11.- codes is the deciding factor. The member simply does not meet the *event* criteria for being part of the eligible population, regardless of other diagnoses.
I also considered the exclusion criteria. Exclusion E3 mentions gestational diabetes. However, it's important to remember that exclusions are applied *after* a member has met the denominator criteria. Since this member has not met the primary requirement of having an E10.- or E11.- diagnosis to even enter the denominator, the exclusion for gestational diabetes is not applicable in this scenario. They are not being excluded from a group they were already in; they are simply never entering that group to begin with.
Therefore, based on the lack of E10.- or E11.- diagnosis codes in either 2025 or 2026, the member fails to meet the denominator event criteria. This leads me to the conclusion that the member is `not_eligible` for the QM-DEE measure. The specific reason for this status is that they lack the required E10.- or E11.- diabetes diagnosis codes necessary to satisfy the denominator event criteria.
Finally, I noted that measures like QM-DEE don't typically involve time-based components like `met_7_day` or `met_30_day` in the same way other quality measures might. The core issue here is the presence or absence of the fundamental diagnostic codes. My final determination remains: `not_eligible` because the member does not have the required E10.- or E11.- diagnosis codes on any claim during 2025 or 2026 to satisfy the denominator event criteria.
json{
"status": "not_eligible",
"reason": "The member did not have the required E10.- or E11.- diabetes diagnosis codes during 2025 or 2026 to meet the denominator event criteria."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,045 tokens
**My Thought Process on Member 40305 for QM-DEE**
Alright, let's break down this member's eligibility for the Diabetic Eye Examination (QM-DEE) measure for the 2026 measurement year.
First, I need to confirm if this member, ID 40305, even enters the denominator. The measure has specific criteria for that.
**1. Age and Enrollment:**
The measurement year is January 1, 2026, through December 31, 2026.
* The member's Date of Birth is June 5, 1996. This makes them 30 years old as of December 31, 2026. The eligible age range is 18-75, so they meet this criterion perfectly.
* Their enrollment is listed as January 1, 2026, to December 31, 2026. This is continuous enrollment for the full measurement year, also meeting the requirement.
**2. The "Event" Criterion (Diabetes Diagnosis):**
This is where things get critical for the denominator. The measure specifies the event as "diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2025 or 2026."
I've reviewed the member's diagnoses for 2025 and 2026:
* They have O24.419 (Gestational diabetes) documented on March 11, 2026, and May 20, 2026.
* Crucially, there are *no* E10.- or E11.- diagnoses listed on any claim in 2025 or 2026.
This is the key issue. The denominator *specifically* requires E10.- or E11.- codes. Gestational diabetes, coded as O24.419, falls under a different ICD-10 chapter (Pregnancy, childbirth and the puerperium) and is not an E10.- or E11.- code. Therefore, this member does *not* meet the "Event" criterion for the denominator. They don't have the required type of diabetes diagnosis.
**3. Exclusions:**
The measure also has exclusions (E1, E2, E3).
* E1: Bilateral eye enucleation. No indication of this.
* E2: Hospice during 2026. No indication of this.
* E3: Gestational diabetes or steroid-induced diabetes *only* (no other diabetes diagnosis) during 2025 and 2026.
This exclusion is interesting, but it's secondary. Exclusion E3 typically applies to members who *would otherwise be in the denominator* but are then excluded because their diabetes is *only* gestational or steroid-induced. In this case, the member doesn't even *enter* the denominator because the primary "Event" criterion (E10.- or E11.- codes) isn't met. So, this exclusion doesn't even come into play.
**4. Numerator and Eye Exams:**
Since the member doesn't qualify for the denominator, I don't need to assess the numerator (eye exams in 2025 or 2026).
**Conclusion:**
Because the member does not have the required E10.- or E11.- diabetes diagnosis codes during 2025 or 2026 to meet the denominator's "Event" criterion, they are **"not_eligible"**. The status "not_eligible" is used for members who never enter the denominator based on age, enrollment, or the primary event requirement.
The reason should clearly state this core issue. I've refined it to be concise: "The member is not eligible because they do not have the required E10.- or E11.- diabetes diagnoses during the measurement year or the prior year." This accurately reflects the specific requirement that was not met.
Finally, I've confirmed the output format: a single JSON code block with "status" and "reason" keys, with the reason under 30 words and clearly naming the unmet criterion.
json{
"status": "not_eligible",
"reason": "The member does not meet the denominator event criteria because they lack the required E10.- or E11.- diabetes diagnosis codes during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,277 tokens
**My Thought Process on QM-DEE for Member 40305**
Alright, let's break down this QM-DEE measure and see where member 40305 stands. My primary goal is to determine their eligibility and whether they meet the criteria for a diabetic eye exam.
First, I need to establish the measurement year, which is clear: January 1, 2026, through December 31, 2026.
Now, for the eligible population – the denominator. I'm looking for individuals aged 18 to 75 as of December 31, 2026, who have a diagnosis of diabetes mellitus (specifically E10.- or E11.- codes) confirmed by either two distinct outpatient claims or one inpatient discharge within 2025 or 2026. Crucially, they must also have continuous enrollment throughout the entire measurement year (2026), with no more than one gap of 45 days.
For the numerator, I'm checking for a dilated eye exam performed by a professional in 2026. If the exam in 2026 wasn't performed or was negative for retinopathy, then a dilated eye exam in 2025 (also negative for retinopathy) would suffice.
Then there are the exclusions: bilateral eye enucleation, hospice care in 2026, or *only* having gestational or steroid-induced diabetes without any other type of diabetes diagnosis in 2025 or 2026.
Let's apply this to member 40305.
Their DOB is June 5, 1996. As of December 31, 2026, they'll be 30 years old. This falls perfectly within the 18-75 age range. So, age-wise, they're good.
Their enrollment spans the entire measurement year, January 1, 2026, to December 31, 2026, with no gaps. This means they meet the continuous enrollment criterion.
Now, the critical part: the diabetes diagnosis. The measure explicitly states the eligible population requires a diagnosis of diabetes mellitus with E10.- or E11.- codes on at least two outpatient claims or one inpatient discharge in 2025 or 2026. I'm informed that this member *only* has claims for gestational diabetes (O24.419) on March 11, 2026, and May 20, 2026. Crucially, there are *no* E10.- or E11.- diagnoses on any claim for this member in either 2025 or 2026.
This is where they falter. They simply don't have the required diabetes codes to be considered part of the denominator population for this measure. The mention of exclusion E3, which covers gestational diabetes, is a bit of a red herring here. Exclusion E3 applies to members who *are already in the denominator* but have only gestational or steroid-induced diabetes and no other type. Since member 40305 doesn't even qualify for the denominator due to the lack of E10.- or E11.- codes, they never reach the stage where exclusion E3 would be evaluated.
There's also no record of an eye examination in either 2025 or 2026, which is necessary for the numerator, but this becomes irrelevant if they aren't in the denominator to begin with. Similarly, they have no exclusions like enucleation or hospice.
Therefore, my conclusion is that member 40305 is `not_eligible` for this measure. The specific reason is straightforward: they lack the foundational requirement for the denominator – a documented diagnosis of diabetes mellitus using the specified E10.- or E11.- codes during the relevant timeframe (2025 or 2026).
To be precise with the reason, I'd state: "The member lacks a diagnosis of E10.- or E11.- during 2025 or 2026, which is required for the eligible population event criterion." This accurately reflects their status and the specific deficiency in their record relative to the measure's definition. I've also double-checked that the QM-FUM keys are not applicable to QM-DEE, so that's not a concern. My final assessment remains `not_eligible`.
json{
"status": "not_eligible",
"reason": "The member lacks the required E10.- or E11.- diagnosis codes during 2025 or 2026 to satisfy the event criterion for denominator eligibility."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Kimi K3 · Moonshot11.8s · 251 out | 27.9s · 258 out | 18.9s · 720 out
Reasoning · 181 tokens
The member has only gestational diabetes (O24.419), no E10/E11 codes. Denominator requires diabetes mellitus (any E10.- or E11.- code) on at least two outpatient claims or one acute inpatient discharge. Member has no E10/E11, so never enters denominator → not_eligible.
Note exclusion E3 is gestational diabetes only — but exclusions are evaluated after denominator entry. Since the member doesn't meet the event criterion (no E10/E11), they are not eligible. The exclusion applies to members who would otherwise be in denominator? Actually E3 says gestational diabetes only with no other diabetes diagnosis — but the event criterion requires E10/E11 codes specifically. So the member never enters denominator → not_eligible.
Reason: no E10/E11 diabetes diagnosis; only gestational diabetes O24.419, so fails denominator event criterion.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; only gestational diabetes O24.419, so the denominator event criterion is not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 0 tokens
The member has gestational diabetes only (O24.419), no E10/E11 codes. Denominator event requires E10.- or E11.- codes. So never enters denominator → not_eligible. Also E3 exclusion (gestational diabetes only) — but exclusions are evaluated after denominator. Since no E10/E11 diagnosis, the event criterion isn't met, so not_eligible. Which is correct? The event criterion requires E10/E11; gestational diabetes is O24, not E10/E11. So member never enters denominator → not_eligible. The instruction says "A member who never enters the denominator is 'not_eligible' even if a compliance event is present." Exclusions apply to members in the denominator. Since this member isn't in the denominator, not_eligible is right.
Reason: only gestational diabetes (O24.419), no E10/E11, so denominator event not met.json{
"status": "not_eligible",
"reason": "Only gestational diabetes (O24.419) documented in 2025-2026; no E10.- or E11.- claim, so the denominator event criterion is not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 649 tokens
Let me work through this carefully.
Member 40305:
- DOB 1996-06-05, age 30 on 2026-12-31. Age 18-75: yes.
- Enrolment: continuous full year: yes.
- Event: diabetes mellitus (E10.- or E11.-) on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025.
The member has O24.419 (gestational diabetes) on two obstetric visits in 2026, but NO E10.- or E11.- diagnosis. The denominator event requires E10.- or E11.- codes. O24.419 is gestational diabetes, not E10/E11. So the member does not meet the denominator event criterion.
So the member never enters the denominator: not_eligible.
Wait, but there's also exclusion E3: gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Hmm. The question is whether exclusion E3 applies before or after denominator entry. Per the general instruction: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Exclusions are evaluated... Exclusions remove members from the denominator. But the question here: does the member enter the denominator at all?
The denominator event requires E10.- or E11.- codes. The member has none. So they don't meet the event criterion — they never enter the denominator. That makes them "not_eligible."
However, one could argue the exclusion E3 exists precisely for members with gestational diabetes only. But exclusions are for members who are otherwise in the denominator. Since the event criterion specifically requires E10.- or E11.- codes, a member with only O24.419 doesn't meet the event and is not in the denominator. E3 would be relevant if... hmm, actually E3 seems redundant given the event definition requires E10/E11. Unless some specs allow gestational diabetes to count toward the event and then exclude via E3. But this spec says the event is E10.- or E11.- only. So a gestational-only member never enters the denominator.
The hierarchical logic: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Also "Exclusions are evaluated before the numerator." But exclusions apply to members in the denominator. The member fails the denominator event criterion → not_eligible.
So status: "not_eligible".
Reason: under 30 words, naming the specific criterion. E.g., "No E10.- or E11.- diabetes diagnosis in 2025–2026; gestational diabetes (O24.419) alone does not satisfy the denominator event criterion."
Word count: let me count: "No E10.- or E11.- diabetes diagnosis in 2025–2026; gestational diabetes (O24.419) alone does not satisfy the denominator event criterion." That's about 18 words. Good.
Output JSON with status and reason only (QM-DEE, not FUM).json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis in 2025 or 2026; gestational diabetes (O24.419) alone does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Gemini 2.5 Pro · Google13.9s · 1,228 out | 11.1s · 968 out | 14.7s · 1,170 out
Reasoning · 1,178 tokens
Alright, let's break down how I'm approaching this evaluation for Member 40305 against the QM-DEE quality measure for the 2026 measurement year. My primary objective is to determine if this member is eligible for the measure and, if so, whether they met the numerator criteria.
First, I meticulously dissected the QM-DEE measure specification itself. I need to understand precisely what defines the eligible population – the denominator – and what constitutes compliance – the numerator.
For the **denominator**, I identified the key criteria:
* **Age:** The member must be between 18 and 75 years old as of December 31, 2026.
* **Diabetes Diagnosis (The Event):** This is crucial. They need a diagnosis of diabetes mellitus, specifically codes E10.- or E11.-. This diagnosis must have occurred on at least two outpatient claims on different dates in 2025 or 2026, or on a single acute inpatient discharge in either of those years.
* **Continuous Enrollment:** They must have been fully enrolled for the entirety of 2026, with any gaps in coverage not exceeding 45 days.
For the **numerator**, I noted the two pathways to compliance:
* **N1:** A retinal or dilated eye exam performed by an eye care professional at any point in 2026.
* **N2:** A retinal or dilated eye exam performed by an eye care professional in 2025 *and* that exam must have shown a negative result for retinopathy.
Then, I shifted my focus to the **member's specific record**. I extracted the relevant data points:
* **Date of Birth:** June 5, 1996. This immediately tells me their age on December 31, 2026, will be 30 years old.
* **Enrollment Status:** The record indicates continuous enrollment from January 1, 2026, to December 31, 2026.
* **Medical History:** This is where I found the critical details. The member had two obstetric visits in 2026, both associated with the diagnosis O24.419 (gestational diabetes). Crucially, there are *no* E10.- or E11.- diagnoses documented in 2025 or 2026. I also noted the absence of any eye exam records for both 2025 and 2026.
* **Other Information:** I confirmed there's no record of bilateral eye enucleation or hospice care.
Now, I begin the **evaluation process**, systematically checking the member against each criterion:
* **Denominator - Age:** The member is 30 years old as of the end of 2026, which falls squarely within the 18-75 age range. **Pass.**
* **Denominator - Enrollment:** Continuous enrollment for the entire year of 2026. **Pass.**
* **Denominator - Event (Diabetes Diagnosis):** This is where the member falters. The measure explicitly requires an E10.- or E11.- diagnosis. The member's record *only* contains O24.419 (gestational diabetes). The specification clearly states that gestational diabetes *only*, without any other E10.- or E11.- diagnosis, does not qualify for the denominator event. Therefore, the member **fails** this critical denominator criterion.
Given that the member does not meet the fundamental "event" requirement to even be included in the denominator, I don't need to proceed to check for numerator compliance or exclusions. The logic dictates that if they aren't eligible for the denominator, the evaluation ends there.
I also performed a quick **reasoning check** regarding exclusions. While E3 (gestational diabetes only) is an exclusion, it's an exclusion from the denominator *if* the member met the initial denominator criteria. Since this member never met the denominator criteria, they are considered "not_eligible" before any exclusion logic is even applied.
Therefore, my **final decision** is that the member is "not_eligible" for this quality measure.
To articulate the reason clearly and concisely for the JSON output, I'll state: "The member does not have the required diabetes diagnosis (E10.- or E11.-) to enter the denominator." This accurately reflects the core reason for their ineligibility.
Finally, I'll construct the JSON with `status: "not_eligible"` and the aforementioned reason. Since this isn't a QM-FUM measure, no keys related to 7-day or 30-day compliance are necessary.json{
"status": "not_eligible",
"reason": "The member does not have the required E10.- or E11.- diabetes diagnosis codes to be included in the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 919 tokens
Alright, let's break down this member's record in relation to the QM-DEE quality measure.
First, I need to get a clear picture of the member themselves. I'm looking at Member ID 40305, born in 1996, which means they'll be 30 years old by the end of the 2026 measurement year. They were continuously enrolled throughout that entire year, from January 1st to December 31st, 2026. This continuous enrollment is a key piece of the puzzle.
Now, I'll dive into their medical history, specifically looking for anything relevant to diabetes. I see they had two obstetric visits in 2026, on March 11th and May 20th, both with a diagnosis of O24.419 – gestational diabetes. Crucially, the record explicitly states there are *no* E10.- or E11.- diagnoses in either 2025 or 2026. I also note there are no eye examinations recorded for either of those years, and no history of bilateral eye enucleation or hospice care, which are potential exclusion criteria.
The next step is to evaluate this information against the QM-DEE specifications, starting with the eligible population – the denominator.
For age, the member is 30, which falls perfectly within the 18-75 age range required. So, that criterion is met.
The critical point is the 'event' criterion for the denominator. This measure requires documentation of diabetes mellitus, specifically codes E10.- or E11.-, on at least two outpatient claims on distinct dates or one inpatient discharge within 2025 or 2026. My analysis shows the member only has O24.419 (gestational diabetes). Since the record clearly states no E10.- or E11.- diagnoses exist for this member in the relevant years, they simply do not meet this fundamental 'event' requirement to be included in the denominator. Gestational diabetes, while a form of diabetes, is not the specific type required for this particular denominator.
The continuous enrollment for the entire measurement year has already been confirmed, so that criterion is met.
However, because the member fails to meet the 'event' criterion for the denominator, they are **not eligible** for this measure.
Even though they're not eligible, I'll briefly touch on exclusions for thoroughness. They don't have bilateral eye enucleation or hospice, so those exclusions don't apply. There's also an exclusion for gestational diabetes *only*, but since they aren't even in the denominator, this doesn't change their overall status.
Consequently, there's no need to evaluate the numerator criteria, as the member doesn't qualify for the denominator in the first place.
Therefore, my final determination is that the member is **"not_eligible"**. The precise reason is that they **"The member does not have a qualifying diabetes diagnosis to enter the denominator."** They have gestational diabetes, but the measure specifically requires E10.- or E11.- type diabetes for denominator inclusion. This is a clear-cut case of not meeting the initial population criteria.json{
"status": "not_eligible",
"reason": "The member does not have a qualifying diabetes diagnosis (E10.- or E11.-) to enter the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,123 tokens
My thought process for evaluating MEMBER 40305 against the QM-DEE quality measure for the 2026 measurement year involved several distinct stages.
First, I needed to fully grasp the intricacies of the QM-DEE measure itself. This meant dissecting its components: the specific **measure** (Diabetic Eye Examination, QM-DEE), the relevant **measurement year** (2026-01-01 to 2026-12-31), and then diving deep into the criteria for both the **denominator** (eligible population) and the **numerator** (compliant population), as well as any applicable **exclusions**.
For the denominator, I focused on three key elements:
* **Age:** The member needed to be between 18 and 75 years old as of December 31, 2026.
* **Event:** This was crucial. The member had to have a diagnosis of diabetes mellitus, specifically coded as E10.- or E11.-. This diagnosis needed to be documented on at least two outpatient claims on separate dates within 2025 or 2026, or on a single acute inpatient discharge in those same years.
* **Continuous Enrolment:** The member had to be continuously enrolled for the entire 2026 measurement year, with at most one gap not exceeding 45 days.
Next, for the numerator, I understood that compliance would be demonstrated by either:
* **N1:** A retinal or dilated eye exam performed by an eye care professional during 2026.
* **N2:** A retinal or dilated eye exam performed in 2025 by an eye care professional, *provided* that exam yielded a negative result for retinopathy.
I also carefully noted the **exclusions**:
* **E1:** Bilateral eye enucleation occurring on or before December 31, 2026.
* **E2:** The member receiving hospice care at any point during 2026.
* **E3:** A diagnosis of gestational diabetes (specifically O24.419) or steroid-induced diabetes *as the sole* diabetes diagnosis, meaning there were no accompanying E10.- or E11.- codes in 2025 or 2026.
Having solidified my understanding of the measure, I then turned my attention to **analyzing MEMBER 40305's specific record**.
I started with the basics:
* **DOB:** 1996-06-05. Calculating the age as of 2026-12-31 (2026 - 1996 = 30 years old) confirmed that the member met the age criterion (18-75).
* **Enrolment:** The record indicated continuous enrolment from 2026-01-01 to 2026-12-31. This satisfied the continuous enrolment requirement.
The critical part was examining the member's **history** relative to the denominator's "event" criterion:
* **Diagnoses:** The record showed diagnoses of O24.419 (gestational diabetes) on two dates in 2026. Critically, the record *explicitly stated* that there were "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." This was a major red flag for denominator eligibility.
* **Exams:** The record indicated "No eye examination in 2025 or 2026." This meant the member would not meet the numerator criteria if they were in the denominator.
* **Exclusions:** The record confirmed "No enucleation, no hospice." So, E1 and E2 exclusions were not applicable.
With all the data points in hand, I proceeded to **evaluate the member against the measure's criteria**.
The key decision point was **denominator eligibility**:
* The age was met.
* The enrolment was met.
* However, the "event" criterion was **not met**. The member had gestational diabetes (O24.419), but crucially, they lacked the required E10.- or E11.- codes for diabetes mellitus that are mandatory for entry into the denominator.
Therefore, my immediate conclusion was that the member was **"not_eligible"**.
I then performed a **double-check of the exclusions**, not because it would change the "not_eligible" status (as failure to meet the denominator definition is paramount), but to ensure a complete understanding.
* E1 (enucleation) and E2 (hospice) were not applicable, as confirmed by the record.
* E3 (gestational diabetes only) *could* have been relevant if the member had otherwise qualified for the denominator. However, the core issue is that they never entered the denominator in the first place due to the absence of the required E10/E11 codes. The measure's logic dictates that if a member doesn't enter the denominator, their status is "not_eligible," irrespective of any exclusion criteria that might apply. The primary reason for their status is the failure to meet the fundamental denominator definition.
This led me to my **final status** for MEMBER 40305: "not_eligible."
The most accurate and concise **reason** for this status is: "The member does not have a qualifying diabetes diagnosis to enter the denominator."
Finally, I formulated the **JSON output** based on this conclusion:
* `"status"`: "not_eligible"
* `"reason"`: "The member does not have a qualifying diabetes diagnosis to enter the denominator."
This thorough breakdown ensured I addressed all facets of the measure and the member's record accurately, leading to the correct outcome.json{
"status": "not_eligible",
"reason": "The member does not have a qualifying E10.- or E11.- diagnosis to enter the denominator population."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GLM-5.2 · Z.ai5.1s · 406 out | 10.7s · 869 out | 4.6s · 370 out
Reasoning · 340 tokens
Let me analyze this member against the QM-DEE measure specification.
Eligible population (denominator):
1. Age: 18-75 as of 2026-12-31. DOB 1996-06-05 → 30 years old. ✓
2. Event: diabetes mellitus (E10.- or E11.-) on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025. The member has O24.419 (gestational diabetes) on two claims, but NO E10.- or E11.- codes. The eligible population specifically requires E10.- or E11.- codes. Gestational diabetes is coded as O24.-, not E10.- or E11.-. So the member does NOT meet the event criterion for the denominator.
Wait, but there's exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This is a required exclusion. But exclusions remove members FROM the denominator. You can only be excluded if you're in the denominator first.
Since the member never enters the denominator (no E10.- or E11.- diagnosis), the status should be "not_eligible".
The member never enters the denominator because the event criterion requires E10.- or E11.- codes, and this member only has O24.419 (gestational diabetes).
Status: "not_eligible"
Reason: No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026, so the member never enters the denominator.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; only O24.419 gestational diabetes, so the event criterion for the denominator is not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 796 tokens
Let me analyze this member against the QM-DEE measure specification.
**Eligible Population (denominator):**
1. Age: Member's DOB is 1996-06-05, so on 2026-12-31 they are 30 years old. This falls within 18-75. ✓ 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's claims show:
- 2026-03-11: O24.419 (gestational diabetes)
- 2026-05-20: O24.419 (gestational diabetes)
No E10.- or E11.- diagnosis on any claim in 2025 or 2026. O24.419 is not an E10.- or E11.- code; it's a gestational diabetes code (O24 category).
So the event criterion for the denominator is NOT met because there's no E10.- or E11.- diagnosis code.
**Wait, let me reconsider.** The measure says the eligible population requires diabetes mellitus (any E10.- or E11.- code). O24.419 is gestational diabetes, which is NOT an E10 or E11 code. So the member never enters the denominator.
**Continuous enrolment:** 2026-01-01 through 2026-12-31, continuous. ✓
But since the event criterion is not met (no E10.- or E11.- code), the member does not enter the denominator.
**Exclusions:** E3 mentions gestational diabetes or steroid-induced diabetes only with no other diabetes diagnosis during 2026 and 2025. However, exclusions are only evaluated for members who are in the denominator. The member doesn't meet the denominator event criterion because there's no E10.- or E11.- code.
Actually, let me re-read the exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This is an exclusion that removes members from the denominator. But if a member never enters the denominator in the first place (because they don't have the qualifying diabetes diagnosis E10.- or E11.-), then they are "not_eligible" rather than "excluded."
The key distinction:
- "excluded" = meets a required exclusion, so removed from the denominator (this implies they would otherwise be in the denominator but are removed)
- "not_eligible" = never enters the denominator (age, event, or enrolment)
Since the member has no E10.- or E11.- diagnosis, they fail the event criterion for the denominator. The exclusion E3 is about gestational/steroid-induced diabetes, but exclusions are evaluated after determining the member would otherwise be in the denominator. Since the member doesn't have any E10.- or E11.- codes, they never enter the denominator.
The member is "not_eligible" because they don't have the qualifying diabetes diagnosis (E10.- or E11.-) required by the event criterion.
Let me double-check this reasoning:
- The eligible population requires E10.- or E11.- codes (type 1 or type 2 diabetes).
- The member only has O24.419 (gestational diabetes), which is not E10.- or E11.-.
- Therefore the event criterion is not met, and the member never enters the denominator.
- This makes them "not_eligible" based on the event criterion.
Status: "not_eligible"
Reason: No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026, so the event criterion for the denominator is not met.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; the member has only O24.419 (gestational diabetes), which does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 302 tokens
Member has gestational diabetes only (O24.419), no E10/E11 codes. So they don't meet the denominator event criterion (diabetes mellitus E10.- or E11.-). Wait, but E3 exclusion is for gestational diabetes or steroid-induced diabetes only. Let me think carefully.
The denominator requires an E10.- or E11.- diagnosis. This member has no such diagnosis; only O24.419 (gestational diabetes). So the member never enters the denominator — "not_eligible".
But wait, E3 exclusion says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This seems designed to exclude members who somehow got into the denominator. But if the denominator requires E10/E11, gestational diabetes alone wouldn't trigger entry. Unless there's a scenario where a member has gestational diabetes AND an E10/E11 code that's actually... no.
Actually, the exclusion E3 exists to handle cases where a member might have diabetes codes but they're only gestational/steroid-induced. But per the denominator definition, the event criterion specifically requires E10.- or E11.- codes. This member has none, so they never enter the denominator.
The correct status is "not_eligible" — never enters the denominator because no E10.- or E11.- diagnosis exists.
No QM-FUM keys needed since this is QM-DEE.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026, so the denominator event criterion is never met; only gestational diabetes (O24.419) is present."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Opus 4.8 · Anthropic1.7s · 71 out | 1.7s · 81 out | 1.6s · 76 out
json{"status":"not_eligible","reason":"Only gestational diabetes (O24.419) documented, no E10.- or E11.- diabetes diagnosis, so member never enters the denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{"status": "not_eligible", "reason": "Only gestational diabetes (O24.419) documented; no E10.- or E11.- diabetes diagnosis in 2025 or 2026, so member never enters the denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{"status":"not_eligible","reason":"Only gestational diabetes (O24.419) documented; no E10.- or E11.- diagnosis in 2025 or 2026, so member never enters the denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Sonnet 5 · Anthropic6.6s · 490 out | 4.3s · 289 out | 6.5s · 568 out
json{
"status": "not_eligible",
"reason": "Only O24.419 gestational diabetes codes appear; no E10.- or E11.- diagnosis on any claim, so the event criterion is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; only gestational diabetes codes present, so the event criterion is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "Only O24.419 gestational diabetes codes are documented; no E10.- or E11.- diagnosis exists, so the denominator's diabetes event criterion is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Sonnet 4.6 · Anthropic2.2s · 70 out | 30.1s · 72 out | 2.4s · 71 out
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes (O24.419) is present, which does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "Member has no E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes (O24.419) is present, which does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "Member has no E10.- or E11.- diagnosis in 2025 or 2026; only gestational diabetes (O24.419) is documented, which does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Qwen3.7 Max · Alibaba10.4s · 567 out | 7.0s · 597 out | 10.1s · 718 out
Reasoning · 497 tokens
Let me evaluate this member against the QM-DEE measure specification.
**Step 1: Check Eligible Population (Denominator)**
- **Age**: DOB 1996-06-05, so 30 years old on 2026-12-31. Age 18-75 — ✅ meets age criteria.
- **Continuous enrolment**: 2026-01-01 through 2026-12-31, continuous — ✅ meets enrolment criteria.
- **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 O24.419 (gestational diabetes) on two outpatient claims in 2026.
- No E10.- or E11.- diagnosis on any claim in 2025 or 2026.
- O24.419 is NOT an E10.- or E11.- code. It's an O-code (pregnancy-related).
- So the member does NOT meet the event criterion.
Since the member does not meet the event criterion (no E10.- or E11.- codes), they never enter the denominator.
Wait, let me also check the exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025."
But exclusions are evaluated after entering the denominator. Since the member never enters the denominator (no E10.- or E11.- codes), they are "not_eligible".
The event criterion specifically requires E10.- or E11.- codes. O24.419 is gestational diabetes, which is an O-code, not an E-code. So the member does not meet the event criterion and is not_eligible.
Status: not_eligible
Reason: No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; only gestational diabetes O24.419.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; only gestational diabetes O24.419 codes present."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 540 tokens
Let me evaluate this member against the QM-DEE measure specification.
**Step 1: Check eligible population (denominator)**
- Age: DOB 1996-06-05, so 30 years old on 2026-12-31. Age 18-75 ✓
- Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. ✓
- 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 NO E10.- or E11.- diagnosis on any claim in 2025 or 2026.
- The member has O24.419 (gestational diabetes) diagnoses, but these are NOT E10.- or E11.- codes.
Since the member has no E10.- or E11.- codes, they do not meet the "Event" criterion for the denominator.
Wait, let me also check exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025."
But exclusions are evaluated for members who are in the denominator. Since the member doesn't meet the Event criterion (no E10.- or E11.- codes), they never enter the denominator.
So the status is "not_eligible" because the member never enters the denominator — they lack the required diabetes diagnosis (E10.- or E11.-).
The reason: no E10.- or E11.- diabetes diagnosis documented in 2025 or 2026.
This is QM-DEE, not QM-FUM, so I don't need met_7_day or met_30_day keys.
Let me confirm: The Event criterion requires "diabetes mellitus (any E10.- or E11.- code)" — the member only has O24.419 which is gestational diabetes, not E10 or E11. So the member does not enter the denominator.
Status: not_eligible
Reason: No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026.
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis documented on any claim in 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 654 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 DOB is 1996-06-05, so 30 years old on 2026-12-31. ✓ Meets age requirement.
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 O24.419 (gestational diabetes) on two outpatient claims (2026-03-11 and 2026-05-20).
- O24.419 is NOT an E10.- or E11.- code. It's an O-code (pregnancy-related).
- No E10.- or E11.- diagnosis on any claim in 2025 or 2026.
- So the member does NOT meet the Event criterion.
3. **Continuous enrolment:** 2026-01-01 through 2026-12-31, continuous. ✓ Meets enrolment requirement.
Since the member does not have the required diabetes diagnosis (E10.- or E11.-), they do not meet the Event criterion for the eligible population. Therefore, they never enter the denominator.
Wait, let me also check exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025."
The member has gestational diabetes only (O24.419), no other diabetes diagnosis. This would be an exclusion. But exclusions are evaluated for members who are IN the denominator. Since the member doesn't meet the Event criterion (no E10.- or E11.- codes), they never enter the denominator in the first place.
Actually, let me re-read the Event criterion carefully. It says "diabetes mellitus (any E10.- or E11.- code)". O24.419 is not an E10.- or E11.- code. So the member does not meet the Event criterion.
Since the member never enters the denominator (fails the Event criterion), the status is "not_eligible".
The reason should name the specific criterion that decided it. The member lacks the required E10.- or E11.- diabetes diagnosis.
Status: not_eligible
Reason: No E10.- or E11.- diabetes diagnosis documented in 2025 or 2026 to satisfy the Event criterion.
This is not QM-FUM, so I don't need met_7_day or met_30_day keys.
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026, failing the Event criterion for the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Qwen3.8 Max · Alibaba15.1s · 650 out | 19.6s · 948 out | 11.2s · 492 out
Reasoning · 595 tokens
We need answer user with JSON only. Need analyze measure QM-DEE. Member 40305 DOB 1996-06-05 age 30 on 2026-12-31. Enrolled continuous 2026 full. History: obstetric visits with O24.419 gestational diabetes in 2026. No E10/E11 in 2025/2026. No eye exam. No enucleation/hospice.
Need determine status among compliant/non_compliant/excluded/not_eligible. Denominator requires age 18-75 yes. Event: diabetes mellitus any E10.- or E11.- code documented on at least two outpatient claims distinct DOS or one acute inpatient discharge during 2026 or 2025. Here no E10/E11. Gestational diabetes O24.419 is not E10/E11. Also exclusion E3 says gestational diabetes only, with no other diabetes diagnosis during 2026 and 2025. But exclusions evaluated after denominator? Status definitions: excluded meets required exclusion, removed from denominator. But member never enters denominator due to no E10/E11 event. Task says not_eligible never enters denominator (age, event, or enrolment). Exclusions are evaluated before numerator, but if no denominator event, not_eligible likely. Need reason specific criterion/date. Could it be excluded because gestational diabetes only? Measure event requires E10/E11, so not eligible. Exclusion E3 might apply to members with gestational diabetes only, but if they don't have E10/E11, they aren't in denominator anyway. The status hierarchy says not_eligible never enters denominator even if compliance event present. Here no diabetes event. Required exclusions: E3 gestational or steroid-induced diabetes only, with no other diabetes diagnosis. But exclusion is for people otherwise in denominator? Usually in HEDIS diabetic eye exam, denominator includes diabetes, and excludes gestational/steroid-induced only. But spec explicitly eligible event: E10/E11. Since no E10/E11, does not enter denominator. So status not_eligible. Reason: no E10/E11 diabetes diagnosis on required claims during 2025-2026. Need under 30 words. Maybe "No E10/E11 diabetes diagnosis on two outpatient claims or one inpatient discharge in 2025-2026, so denominator event absent." 18 words. JSON only. Required keys status, reason (QM-DEE no met_7/30). Ensure valid JSON. final only fenced JSON.json{
"status": "not_eligible",
"reason": "No E10/E11 diabetes diagnosis met the denominator event requirement in 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 884 tokens
We need answer user's task. Need produce final exactly one fenced JSON block. Need analyze measure QM-DEE. Member 40305 DOB 1996-06-05 age 30 at 2026-12-31. Enrolled continuous 2026. History: obstetric visits with O24.419 gestational diabetes 2026-03-11 and 2026-05-20. No E10 or E11 in 2025/2026. No eye exam. No enucleation/hospice.
Need status among compliant/non_compliant/excluded/not_eligible. Denominator event requires diabetes mellitus any E10.- or E11.- code documented on at least two outpatient claims distinct DOS or one acute inpatient discharge during 2026 or 2025. Member has no E10/E11, only gestational diabetes O24.419. Exclusion E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. But exclusions are for members otherwise in denominator? The status definitions: excluded meets required exclusion, removed from denominator. not_eligible never enters denominator (age, event, enrolment). Here member fails event criterion because no E10/E11. Does E3 apply? E3 is required exclusion: gestational diabetes only, with no other diabetes diagnosis. But if no E10/E11, they never enter denominator due to event. Task says exclusions evaluated before numerator. But not_eligible if never enters denominator. Member never enters denominator due to lack of qualifying diabetes event. E3 might also describe them, but exclusion removes from denominator only if they would otherwise be in denominator? Measure spec: eligible population denominator includes event: E10/E11. Required exclusions likely applied to denominator? It says Exclusions are evaluated before numerator. A member who never enters denominator is not_eligible even if compliance event present. The member has no E10/E11, so not eligible. Reason: no qualifying E10/E11 diabetes diagnosis in 2025/2026; gestational diabetes only does not meet event. Need under 30 words. Since E3 says gestational only excluded, but because event requires E10/E11, not eligible. Could gold expect excluded? Need think carefully.
In quality measure logic, denominator criteria usually age, enrollment, event. Exclusions are applied to those meeting denominator? Here event specifically E10/E11. Gestational diabetes only no E10/E11 means not in denominator. Exclusion E3 may be redundant for cases where gestational diabetes codes might count? It says diabetes mellitus (any E10.- or E11.- code) event. Gestational diabetes is O24.4, not E10/E11. Therefore not eligible. E3 might catch if gestational diabetes somehow included or if other diabetes? Actually E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. If event criterion includes any diabetes? But spec explicitly E10/E11. Maybe steroid-induced diabetes could be E08/E09? Not E10/E11. Exclusion may clarify not count. But status likely not_eligible. Need reason naming criterion/date. Could say: "No qualifying E10/E11 diabetes diagnosis on required claims during 2025 or 2026; gestational diabetes only does not satisfy denominator event." Count words: No1 qualifying2 E10/E113 diabetes4 diagnosis5 on6 required7 claims8 during9 2025 10 or11 2026;12 gestational13 diabetes14 only15 does16 not17 satisfy18 denominator19 event20. Good.
Need JSON only. keys status reason. Ensure no extra. final fenced json.
json{
"status": "not_eligible",
"reason": "No qualifying E10/E11 diabetes diagnosis on required claims during 2025 or 2026; gestational diabetes only does not satisfy denominator event."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 435 tokens
We need answer JSON only. Need analyze measure QM-DEE. Member DOB 1996-06-05 age 30 at 2026-12-31, eligible age. Enrolment continuous. Event: diabetes mellitus any E10/E11 code documented on at least two outpatient claims distinct DOS or one acute inpatient discharge during 2026 or 2025. Record: no E10/E11. Only gestational diabetes O24.419. So never enters denominator? Event criterion not met. Also exclusion E3: gestational diabetes only, with no other diabetes diagnosis, during 2026 and 2025. But exclusions evaluated? Status choices: excluded meets required exclusion removed from denominator; not_eligible never enters denominator (age, event, enrolment). Need decide priority. Member doesn't meet event because no E10/E11, so never enters denominator. Exclusion E3 applies to people in denominator? It says required exclusions, but if never enters denominator due event, likely not_eligible. The instruction: A member who never enters denominator is not_eligible even if compliance event present. Exclusions evaluated before numerator, but to be excluded likely must be in denominator? The status definitions: excluded meets a required exclusion, so removed from denominator; not_eligible never enters denominator (age, event, or enrolment). Here event absent due no E10/E11. Gestational diabetes only also means no diabetes event. Should be not_eligible. Reason: no E10/E11 diabetes diagnosis claim in 2025/2026; only gestational diabetes. Under 30 words. Need only required keys? QM-DEE not FUM so status reason. Ensure JSON. Maybe status not_eligible. reason: "No E10 or E11 diabetes diagnosis claim in 2025 or 2026; only gestational diabetes." 13 words.json{
"status": "not_eligible",
"reason": "No E10 or E11 diabetes diagnosis claim in 2025 or 2026; only gestational diabetes."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GPT-5.6 Terra · OpenAI1.5s · 41 out | 1.2s · 41 out | 1.2s · 46 out
json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis appears on qualifying claims in 2025 or 2026."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis appears on qualifying claims in 2025 or 2026."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{"status":"not_eligible","reason":"Member has only gestational diabetes diagnoses and no required E10.- or E11.- diabetes event in 2025 or 2026."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100GLM-5.3 Flash · Z.ai24.7s · 972 out | 22.1s · 666 out | 13.7s · 575 out
Reasoning · 912 tokens
Let me work through this member against QM-DEE.
Denominator criteria:
1. Age 18–75 as of 2026-12-31: DOB 1996-06-05, so 30 years old on 2026-12-31. Age OK.
2. Diabetes event: needs E10.- or E11.- codes on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2025 or 2026. The member has O24.419 (gestational diabetes) on two obstetric visits — but O24 codes are not E10.- or E11.-. Explicitly: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." So the diabetes event criterion is NOT met. The member never enters the denominator.
3. Continuous enrolment: 2026-01-01 through 2026-12-31, continuous — fine, but moot.
Numerator: no eye exam anyway.
Exclusions: E3 gestational diabetes only — the member has gestational diabetes diagnoses. But exclusion E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The member has only gestational diabetes, no other diabetes diagnosis. So technically E3 could apply. But the member never meets the denominator event criterion in the first place — the event requires E10.- or E11.- codes, and gestational diabetes is coded O24.-, not E10/E11. So the member is "not_eligible" — never enters the denominator due to lack of qualifying diabetes diagnosis event.
The harness guidance: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Here the compliance event (eye exam) isn't even present, but the key point is the diabetes event criterion fails. The gestational diabetes exclusion E3 is designed for members who are in the denominator via E10/E11 but actually have gestational/steroid-induced diabetes only. This member's O24.419 doesn't qualify as the event, so they're not_eligible, not excluded.
Which status is correct: "not_eligible" or "excluded"? The event criterion is part of the denominator/eligible population. The member fails the event criterion — never enters the denominator. Per the harness rule: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." So "not_eligible" is the right status.
This is the standard trap: gestational diabetes (O24) is not E10/E11, so the member doesn't qualify for the denominator at all. The E3 exclusion is a distractor but technically also applies; however, exclusion presupposes denominator entry. The ordering rule says exclusions are evaluated before the numerator, but eligibility (denominator entry) comes first logically — you must be in the denominator before exclusions apply. The statuses: "not_eligible — never enters the denominator (age, event, or enrolment)." The event criterion (diabetes dx on qualifying claims) is not met. So not_eligible.
Reason: one sentence under 30 words naming the specific criterion that decided it. Something like: "No E10.- or E11.- diabetes diagnosis on any 2025–2026 claim; O24.419 gestational diabetes does not meet the denominator event criterion." That's under 30 words. Let me count: "No E10.- or E11.- diabetes diagnosis on any 2025–2026 claim; O24.419 gestational diabetes does not meet the denominator event criterion." Words: No(1) E10.-(2) or(3) E11.-(4) diabetes(5) diagnosis(6) on(7) any(8) 2025–2026(9) claim;(10) O24.419(11) gestational(12) diabetes(13) does(14) not(15) meet(16) the(17) denominator(18) event(19) criterion(20). 20 words. Good.
No QM-FUM keys needed since this is QM-DEE.
Output: exactly one fenced JSON code block with keys "status" and "reason".json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any 2025 or 2026 claim; O24.419 gestational diabetes does not satisfy the denominator diabetes event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 603 tokens
Let me work through this.
QM-DEE specification:
- Denominator: age 18-75 as of 2026-12-31 → member is 30, so age OK.
- Event: diabetes (E10.- or E11.-) on ≥2 outpatient claims distinct dates, or one acute inpatient discharge, during 2026 or 2025. Member has O24.419 (gestational diabetes) on two obstetric visits, but no E10.-/E11.- diagnosis. So the diabetes event criterion is not met.
- Continuous enrolment: satisfied, but moot.
Exclusion E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Member has gestational diabetes only, no other diabetes diagnosis. So technically E3 would apply — but exclusion only matters if the member is in the denominator. The member never enters the denominator because the event requires E10.-/E11.- codes; O24.419 is not an E10/E11 code.
So the member is not_eligible: no qualifying diabetes event (E10/E11) on claims. The gestational diabetes is captured by E3 as well, but the primary reason the member never enters the denominator is the absence of E10.-/E11.- diagnosis.
Per the task instructions: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Here there's no compliance event at all (no eye exam). The status is not_eligible.
Reason: must name the specific criterion or date that decided it. The deciding criterion is the diabetes event requirement — no E10.- or E11.- diagnosis in 2025 or 2026; only O24.419 gestational diabetes.
Reason under 30 words: "No E10.- or E11.- diabetes diagnosis on any 2025 or 2026 claim; only O24.419 gestational diabetes, so the member never meets the denominator event criterion."
That's about 26 words. Let me count: No(1) E10.- or(2,3) E11.- (4) diabetes(5) diagnosis(6) on(7) any(8) 2025(9) or(10) 2026(11) claim(12) only(13) O24.419(14) gestational(15) diabetes(16) so(17) the(18) member(19) never(20) meets(21) the(22) denominator(23) event(24) criterion(25). Fine.
Could also mention E3 but the denominator failure is decisive. Keep it clean.
Output only the JSON block. Keys: status, reason. QM-DEE doesn't require met_7_day/met_30_day (those are QM-FUM only).json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any 2025 or 2026 claim; only O24.419 gestational diabetes, so the denominator diabetes event criterion is never met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 513 tokens
Let me work through QM-DEE for Member 40305.
Eligible population (denominator):
- Age: 30 on 2026-12-31 → within 18–75. Age OK.
- Event: diabetes mellitus (E10.- or E11.-) on at least two outpatient claims distinct dates, or one acute inpatient discharge, during 2026 or 2025. Record: no E10/E11 diagnosis on any claim in 2025 or 2026. The member has O24.419 (gestational diabetes) on two obstetric visits, but the event criterion requires E10.- or E11.- specifically. Gestational diabetes is coded O24.-, not E10/E11.
- Continuous enrolment: continuous 2026. OK, but moot.
So the member never enters the denominator — no qualifying diabetes event. Status: not_eligible.
Note exclusion E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis — that's an exclusion for members who would otherwise be in the denominator but only have gestational/steroid-induced diabetes. But here the member doesn't meet the denominator event at all (no E10/E11 codes), so she never enters the denominator. The task instructions: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." So not_eligible is correct, not excluded.
Reason: one sentence, under 30 words, naming the specific criterion that decided it. "No E10.- or E11.- diabetes diagnosis on any 2025 or 2026 claim; gestational diabetes O24.419 does not meet the denominator event criterion."
Count words: "No" (1) E10.- (2) or (3) E11.- (4) diabetes (5) diagnosis (6) on (7) any (8) 2025 (9) or (10) 2026 (11) claim; (12) gestational (13) diabetes (14) O24.419 (15) does (16) not (17) meet (18) the (19) denominator (20) event (21) criterion (22). Under 30 words. Good.
Required keys: status, reason. QM-DEE doesn't require met_7_day/met_30_day (those are QM-FUM only).
Output: exactly one fenced JSON code block.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any 2025 or 2026 claim; gestational diabetes (O24.419) does not satisfy the denominator diabetes event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Hunyuan 4 · Tencent132.7s · 7,972 out | 131.1s · 8,067 out | 153.0s · 9,124 out
Reasoning · 7,906 tokens
We need answer JSON for measure QM-DEE. Need determine status: compliant, non_compliant, excluded, not_eligible. Reason one sentence <30 words naming specific criterion or date that decided it. Need evaluate.
Let's parse member record.
Member DOB 1996-06-05, age 30 on 2026-12-31, within 18-75 yes.
Enrollment: 2026-01-01 through 2026-12-31, continuous. Full measurement year with no gap, satisfies continuous enrolment.
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: 2026-03-11 Obstetric visit, diagnosis O24.419, gestational diabetes. 2026-05-20 Obstetric visit, diagnosis O24.419. No E10.- or E11.- diagnosis on any claim in 2025 or 2026. No eye exam.
No enucleation, no hospice.
Exclusions: E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. The member has gestational diabetes only (O24.419) in 2026. No E10/E11 diabetes diagnosis in 2025 or 2026. But wait: for denominator event, eligibility requires diabetes mellitus E10/E11 code on at least two outpatient claims or one inpatient discharge during 2026 or 2025. The member does NOT have E10/E11. Thus they do not meet the event criterion for eligible population (denominator). They never enter denominator. Therefore status "not_eligible", not excluded? Need consider exclusions evaluated before numerator, but not_eligible takes precedence: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." But here there is no compliance event; there is gestational diabetes only. The measure specification requires for denominator event diabetes mellitus E10/E11. O24.419 is gestational diabetes, not E10/E11. The denominator event is not met. There is an exclusion E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Does E3 remove from denominator? Wait E3 is a required exclusion. But exclusions are for members who meet denominator? Let's read: "REQUIRED EXCLUSIONS E1... E2... E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." In measure specs, exclusions are applied to denominator eligible population? Actually typical HEDIS: denominator is patients with diabetes (E10/E11), exclusions include gestational or steroid-induced diabetes without other diabetes. Wait HEDIS Diabetes Eye Exam measure: Denominator: patients 18-75 with diabetes (E10-E14? Actually in HEDIS, diabetes codes include E10-E14? Let's check. The supplied specification says: Event: diabetes mellitus (any E10.- or E11.- code) documented... So denominator event includes only type 1 and type 2 (E10, E11). Exclusion E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Wait if denominator event requires E10/E11, then a member with only gestational diabetes (O24.419) would not have E10/E11, so they would not be in denominator in first place. Why is there an exclusion for gestational diabetes only? In real HEDIS, denominator includes diabetes codes maybe 250, 357.2, 362.0, 366.41, 648.0? Or E10-E14, O24? Let's examine supplied material: The eligible population 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." It explicitly says any E10.- or E11.- code. So gestational diabetes O24.419 is not E10 or E11. Thus no denominator event. Exclusion E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." But if they only have gestational diabetes, they didn't meet denominator event, so they are not eligible, not excluded. However, could the specification intend that gestational diabetes O24.419 counts as a diabetes diagnosis for the denominator event? Wait the event says "diabetes mellitus (any E10.- or E11.- code)" The parenthetical specifically restricts to E10.- or E11.- codes. It does not say "any diabetes diagnosis". So O24.419 (gestational diabetes) is not E10/E11. It does not satisfy the event. Therefore not_eligible.
But let's think carefully: The exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If a member had E10/E11 diabetes plus gestational diabetes, they'd be in denominator, and not excluded? Actually E3 says "gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". If they have E10/E11, that is other diabetes diagnosis, so not excluded. If they have only gestational diabetes (O24.419) and no E10/E11, then they meet exclusion? But wait exclusions are evaluated before numerator. Does an exclusion apply to someone who meets the denominator? In measure logic, the denominator is the eligible population; exclusions are removed from denominator. To be excluded, the member must first be in the denominator (i.e., meet eligible population criteria), then meet an exclusion criterion that removes them. But E3 is a required exclusion. If the member with only gestational diabetes is not in the denominator (no E10/E11), they are not eligible. The instruction: "status string—excluded: meets a required exclusion, so removed from the denominator". To be removed from denominator, they must have entered it. The task says: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." So we need decide if member enters denominator. Denominator: age 18-75 (yes), event: diabetes mellitus E10/E11 on至少 two outpatient claims distinct dates or one inpatient discharge during 2026 or 2025. They have no E10/E11. They have O24.419 (gestational) on two outpatient visits (2026-03-11, 2026-05-20) distinct dates. Does that count as event? No, because event requires E10/E11 code. Thus they do not meet event. Continuous enrolment yes. Therefore not eligible. So status not_eligible.
Wait but maybe there's nuance: The event/diagnosis for denominator requires "diabetes mellitus (any E10.- or E11.- code)". O24.419 is "Gestational diabetes mellitus in pregnancy, unspecified control" maybe? Actually ICD-10 O24.419 is gestational diabetes mellitus, complicating pregnancy, unspecified control? Let's check: O24.419 is gestational diabetes mellitus in pregnancy, unspecified control? Wait O24.4 is gestational diabetes mellitus; O24.419 maybe gestational diabetes mellitus in pregnancy, unspecified trimester? Anyway it's not E10/E11. So no.
But perhaps the measure specification's denominator event says "diabetes mellitus (any E10.- or E11.- code)" and E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." In HEDIS, there is an exclusion for gestational or steroid-induced diabetes because the denominator may include patients with diabetes identified by other codes? Let's read the supplied denominator event again: "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." Since only E10 and E11, gestational diabetes is not included. So the exclusion E3 seems unreachable? Unless O24.419 is considered "other diabetes diagnosis"? Wait E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The phrase "with no other diabetes diagnosis" means no E10/E11 or other diabetes? If they have only gestational diabetes, then they have no other diabetes diagnosis (no E10/E11). But they also are not in denominator. Why would measure have E3? Maybe I misread: The event might be "diabetes mellitus" in general, and the parenthetical "(any E10.- or E11.- code)" is just examples? No, it says "diabetes mellitus (any E10.- or E11.- code) documented..." That is specific: any code starting with E10 or E11. The harness says where a measure specification is supplied, that document governs. So we must follow exactly: E10.- or E11.- codes only. O24.419 is not E10/E11.
Let's check if the member is "not_eligible" or "excluded" due to E3? The definitions:
- "not_eligible": never enters the denominator (age, event, or enrolment)
- "excluded": meets a required exclusion, so removed from the denominator
If a member has only gestational diabetes, do they meet the denominator event? No, because denominator event is E10/E11. So they never enter denominator due to event (no E10/E11). Thus not_eligible. Even if they meet E3? E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." They do have gestational diabetes only, no other diabetes diagnosis (since no E10/E11). But to meet a required exclusion, they must be removed from the denominator. The instructions: "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." This implies exclusion applies if they are in denominator. "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Here compliance event? There is no numerator compliance event (no eye exam). But there is a "diabetes" diagnosis of gestational only. Does that count as the event? No, because not E10/E11.
Wait, maybe the denominator event for QM-DEE is diabetes, and the measure spec's "Event:" maybe means: diabetes mellitus (any E10.- or E11.- code) documented... Actually in ICD-10, E10 is Type 1 diabetes mellitus, E11 is Type 2 diabetes mellitus. Gestational diabetes is O24.4, steroid-induced is E09? (drug or chemical induced diabetes). The exclusion E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis. In HEDIS, the denominator includes members with diabetes identified by E10-E14, O24, etc? Let's recall HEDIS CDC/NQF. For HEDIS MY2023, Diabetes Eye Exam (EED?) Actually measure is "Diabetic Retinal Eye Exam" or "Diabetes Eye Exam"? Let's recall: HEDIS measure "Eye Exam for Patients with Diabetes" (EED). Denominator: Patients 18-75 years of age with diabetes (type 1 and type 2) who had a diagnosis of diabetes during the measurement year or year prior. Identification of diabetes: Pharmacy claims for insulin or hypoglycemics/antihyperglycemics? Or claims with diagnosis codes: 250, 357.2, 362.0, 366.41, 648.0x (ICD-9) or E10-E14, O24.0-O24.9? Wait O24 is gestational diabetes, which is excluded if only gestational or steroid-induced. Actually HEDIS specs: "Exclusions: Patients with gestational diabetes or steroid-induced diabetes, with no other diagnosis of diabetes." The denominator includes patients with diabetes identified by: at least two outpatient visits with diabetes diagnosis, or one acute inpatient discharge with diabetes, or at least one ED visit with diabetes? And the diabetes diagnosis codes include E10-E14 (diabetes mellitus), O24.0-O24.9? Let's check memory: In HEDIS, Diabetes codes for denominator include: 250.xx, 357.2, 362.0x, 366.41, 648.0x (ICD-9); ICD-10: E10.0-E10.9, E11.0-E11.9, E13.0-E13.9, O24.0-O24.9? Hmm. Actually type 2 is E11, type 1 E10, other specified E13, gestational O24. Steroid induced is E09? Wait ICD-10: E09 is drug or chemical induced diabetes mellitus, E10 type 1, E11 type 2, E13 other specified, O24 gestational. The HEDIS exclusion for gestational or steroid-induced diabetes only with no other diabetes diagnosis suggests that O24 (gestational) and E09 (steroid-induced) can be in the denominator if identified as diabetes? But then they are excluded if no other diabetes diagnosis. However the supplied spec says event: "diabetes mellitus (any E10.- or E11.- code) documented..." That excludes O24 and E09 from the denominator event. Therefore the exclusion E3 would only apply to someone with steroid-induced diabetes? Wait steroid-induced diabetes code is E09.- (drug or chemical induced). E09 is not E10/E11. So also not in denominator. Hmm then E3 is entirely redundant if denominator event is only E10/E11. Unless the spec writer intended "diabetes mellitus" to include E10/E11 as examples but the codes for gestational is O24, steroid is maybe E09, and the event literally requires "any E10.- or E11.- code" so no. But the spec explicitly has E3. The harness says read the specification, that document governs. It may have been intentionally written such that a member with only gestational diabetes (O24.419) and no E10/E11 does not meet the denominator event, so not_eligible, and E3 is a distractor? Or maybe they consider O24.419 as "gestational diabetes" and the event is "diabetes mellitus" but the parenthetical says "(any E10.- or E11.- code)" meaning the code range for diabetes mellitus? Wait O24.419 is not E10/E11. Let's not overcomplicate. Let's strictly apply.
Let's step through required logic:
1. Check age: 30 on 2026-12-31, in 18-75. OK.
2. Check enrolment: continuous full year 2026-01-01 to 2026-12-31, no gap. OK.
3. Check event/diagnosis for denominator: Need diabetes mellitus E10/E11 on ≥2 outpatient claims distinct dates in 2026/2025, or one acute inpatient discharge. The member has no E10/E11 diagnosis on any claim in 2025 or 2026. They have O24.419 (gestational diabetes) on two outpatient visits in 2026. Since O24.419 is not an E10/E11 code, the event criterion is NOT met. Therefore the member does not enter the denominator. Status = not_eligible. The reason: "No E10.- or E11.- diabetes code; only gestational diabetes O24.419, so denominator event not met." Need one sentence, under 30 words, naming specific criterion or date that decided it.
But wait: Could the exclusion E3 remove them? Let's test the alternative: If the measure intended O24.419 to count as diabetes for denominator (contrary to E10/E11), then the member would be in denominator (2 outpatient visits distinct dates with gestational diabetes). Then E3: gestational diabetes only, with no other diabetes diagnosis, during 2026 and 2025. They had gestational diabetes in 2026, no other diabetes diagnosis. That meets E3, so they would be "excluded". Which is correct under the supplied document? We must parse the exact text.
Denominator 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 phrase "diabetes mellitus (any E10.- or E11.- code)" defines diabetes mellitus as any E10.- or E11.- code. It does not say "E10.-, E11.-, or O24.-". So O24.419 is gestational diabetes mellitus, but is it a diabetes mellitus code? In ICD-10, O24.419 is under "Gestational diabetes mellitus" (O24.4). It is not in Chapter 4 Endocrine, but it's still a diabetes diagnosis clinically. However the spec says the code must be E10.- or E11.-. Since O24.419 is not, it does not meet the denominator event. The fact that E3 exists suggests that the spec writer might think that gestational diabetes is captured by the denominator event? But they explicitly required E10/E11. Let's read E3 again: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If denominator event only E10/E11, then "gestational diabetes" (O24) and "steroid-induced diabetes" (E09) are not E10/E11. So a person with only O24 or E09 would never be in denominator; E3 could never apply. That would make E3 dead letter. In measure construction, sometimes exclusions can be for members who met denominator via some other pathway? But there is no other pathway. The event is only E10/E11. So E3 is indeed unreachable. Did the spec make a mistake? The harness says "Where a plan document, medical policy, or measure specification is supplied, that document governs, even where it differs from what you believe the real-world rule to be." So we must follow the supplied text, not real-world HEDIS. The supplied text says denominator event is E10/E11. Therefore member not_eligible. We should not use real-world HEDIS to reinterpret.
But wait: The instruction says "Items drawn from measure QM-FUM require two further keys..." This is QM-DEE, so no further keys. Required keys: status, reason. That's it. No met_7_day etc.
Let's double-check status options:
- "compliant": in denominator, not excluded, meets numerator.
- "non_compliant": in denominator, not excluded, does not meet numerator.
- "excluded": meets a required exclusion, so removed from denominator.
- "not_eligible": never enters denominator (age, event, or enrolment).
The member: never enters denominator due to event (no E10/E11). Therefore "not_eligible". Reason must name specific criterion or date that decided it. The criterion: denominator event requires E10.- or E11.- code; member has only O24.419 gestational diabetes, no E10/E11 during 2025/2026. Need under 30 words. Example: "No E10.- or E11.- diabetes code in 2025 or 2026; only gestational diabetes O24.419, so denominator event not met." Count words: No(1) E10.-(2) or(3) E11.-(4) diabetes(5) code(6) in(7) 2025(8) or(9) 2026;(10) only(11) gestational(12) diabetes(13) O24.419,(14) so(15) denominator(16) event(17) not(18) met.(19) Under 30. Good. Or "Member had only gestational diabetes O24.419, not E10/E11, so did not meet the diabetes denominator event." Word count: Member(1) had(2) only(3) gestational(4) diabetes(5) O24.419,(6) not(7) E10/E11,(8) so(9) did(10) not(11) meet(12) the(13) diabetes(14) denominator(15) event.(16) That's 16 words. But need name specific criterion or date that decided it. Date? There is no specific date that decided it; the event criterion (no E10/E11). The dates of visits 2026-03-11 and 2026-05-20 are when gestational dx occurred, but the deciding criterion is the lack of E10/E11. Could mention "2026-03-11 and 2026-05-20 visits had O24.419, not E10/E11". Let's craft: "The 2026-03-11 and 2026-05-20 visits had O24.419, not an E10.- or E11.- code, so the denominator event was not met." Count: The(1) 2026-03-11(2) and(3) 2026-05-20(4) visits(5) had(6) O24.419,(7) not(8) an(9) E10.-(10) or(11) E11.-(12) code,(13) so(14) the(15) denominator(16) event(17) was(18) not(19) met.(20) Good. It names dates and criterion. But the dates are the visits; the deciding factor is the code was not E10/E11. We can say: "Visits on 2026-03-11 and 2026-05-20 coded O24.419, not E10/E11, so the required denominator event was not met." Count: Visits(1) on(2) 2026-03-11(3) and(4) 2026-05-20(5) coded(6) O24.419,(7) not(8) E10/E11,(9) so(10) the(11) required(12) denominator(13) event(14) was(15) not(16) met.(17) That's 17 words. That seems precise.
Need consider whether enrolment: continuous, so not enrolment. Age OK. So not_eligible due to event.
But wait: The event says "during 2026 or 2025". The visits are in 2026. They are outpatient claims on distinct dates. If O24.419 counted as event, they'd be in denominator. Then numerator: no eye exam in 2025 or 2026, so non_compliant. But exclusion E3: gestational diabetes only, no other diabetes diagnosis. They have no E10/E11. So they'd meet E3 and be excluded. The instruction: "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." Also "Exclusions are evaluated before the numerator." If they were in denominator, E3 would remove them, making status excluded. The question is whether they enter denominator. Let's deeply parse the measure specification's Eligible Population again. Maybe I should examine if "diabetes mellitus (any E10.- or E11.- code)" means the event is diabetes mellitus, and the parenthetical is clarifying that E10 and E11 are the codes for diabetes mellitus. Gestational diabetes O24.419 is "gestational json{
"status": "not_eligible",
"reason": "Visits on 2026-03-11 and 2026-05-20 coded O24.419, not E10.- or E11.-, so the required denominator event was not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 7,992 tokens
We need answer per task family. Need parse measure QM-DEE. Given member record.
Need determine status: compliant, non_compliant, excluded, not_eligible. Reasons. It's QM-DEE, not QM-FUM, so only required keys status, reason. Wait task says Items drawn from measure QM-FUM require two further keys. Here measure QM-DEE, so only status and reason.
Let's analyze carefully.
Measure QM-DEE Diabetic Eye Examination. Measurement year 2026.
Eligible population (denominator):
- Age: 18 through 75 as of 2026-12-31. Member DOB 1996-06-05, so on 2026-12-31 age = 30 (since 2026-1996=30; birthday June 5, before Dec 31, so 30). Age 18-75 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.
Member history: 2026-03-11 Obstetric visit, diagnosis O24.419 gestational diabetes. 2026-05-20 Obstetric visit, diagnosis O24.419. No E10/E11 diagnosis on any claim in 2025 or 2026. No eye exam. No enucleation, no hospice.
Required exclusions:
E1 bilateral eye enucleation anytime on or before 2026-12-31. No.
E2 hospice during measurement year. No.
E3 Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
Question: Does member meet event/diabetes? The denominator event requires diabetes mellitus (E10/E11) documented on at least two outpatient claims distinct dates, or one acute inpatient discharge, during 2026 or 2025. The member has gestational diabetes O24.419 only, no E10/E11. The event definition specifically says "diabetes mellitus (any E10.- or E11.- code) documented..." It does NOT include O24 gestational diabetes. The record says No E10/E11 diagnosis. So the event criterion is not met. Therefore never enters denominator. Status should be "not_eligible". But wait: Exclusions E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. Does that exclusion apply? Exclusions are evaluated before numerator, but exclusions remove from denominator only if member meets required exclusion. However exclusion E3 is "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This is a required exclusion. But the denominator requires an event: diabetes mellitus (E10/E11). Since there is no E10/E11, the member doesn't meet the event/disease condition for denominator. Does exclusion E3 act to exclude someone who would otherwise be in denominator via some other diabetes code? Let's carefully interpret.
Denominator: Eligible population includes Age, Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims..., or one acute inpatient discharge, during 2026 or 2025. Continuous enrolment. So to enter denominator, must have E10/E11 documented as specified, plus age and enrolment.
Required Exclusions:
E1 enucleation.
E2 hospice.
E3 Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
Now many HEDIS measures for diabetes (like CDC, DEE) have denominator: patients with diabetes (E10/E11 etc?) Actually HEDIS Diabetes Eye Exam measure: denominator is members 18-75 with diabetes (diabetes diagnosis in medical record or pharmacy). Exclusions: gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis during the measurement year or year prior. Wait in HEDIS, the diabetes diagnosis used for denominator often includes E10-E14? But this synthetic measure says "diabetes mellitus (any E10.- or E11.- code) documented..." Then exclusion E3 says gestational or steroid-induced only with no other diabetes diagnosis during 2026 and 2025. If denominator requires E10/E11, how could someone have gestational diabetes only and meet denominator? They wouldn't, because O24 not E10/E11. But maybe the measure considers "diabetes" event as documentation of diabetes (including O24?) The wording: "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." That seems explicit: denominator event is E10/E11. E3 exclusion says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If there is no E10/E11, the person isn't in denominator. However sometimes "other diabetes diagnosis" might refer to E10/E11 or any diabetes? Let's parse.
We need follow material supplied. The measure specification says denominator event is E10/E11. So O24.419 is not an E10/E11 code. The member has no E10/E11. Therefore the event is not satisfied, never enters denominator. Status = not_eligible.
But wait, the exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Could this exclusion be evaluated for members who meet denominator through some diabetes diagnosis? But there is no other diabetes diagnosis. The member has gestational diabetes only. Since the denominator event is E10/E11, member does not meet event. The instruction says: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Also: "Where a task asks which rules drove a decision..." not relevant. We need decide between not_eligible vs excluded. If the member has gestational diabetes only, no E10/E11, then doesn't meet denominator event. So not_eligible. But we must consider: maybe the measure's "Event" is intended to identify diabetes, and E3 excludes gestational diabetes only. If the measurer, when looking at the record, sees gestational diabetes O24.419 and no E10/E11. If denominator event requires E10/E11, they are not eligible. If the denominator event was broader "diabetes" including O24, then they'd enter denominator but then be excluded by E3. The specification explicitly says "diabetes mellitus (any E10.- or E11.- code)" for event. It does not say "any diabetes diagnosis" or include O24. It says "diabetes mellitus (any E10.- or E11.- code)". And E3 references "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". In standard coding, gestational diabetes is O24.4, steroid-induced is E09.-? Actually steroid-induced diabetes is E09.- (drug or chemical induced diabetes mellitus) or maybe E13? Wait ICD-10: E09 is "Drug or chemical induced diabetes mellitus". Steroid-induced would be E09.-? Or sometimes "steroid-induced diabetes" is E11.?? No, secondary diabetes due to drugs is E09. Gestational diabetes is O24.4. The measure event uses E10 (type 1) or E11 (type 2) only. So a person with only O24 or E09 wouldn't meet denominator event. Then why have exclusion E3? In real HEDIS, denominator includes pharmacy or any diabetes diagnosis (including O24? Actually HEDIS Diabetes Eye Exam (DEP?) Let's recall: HEDIS measures for diabetes: "Diabetes" is defined by at least one of: a diagnosis of diabetes (ICD-10: E10-E11, E13, O24, P70.2? Wait there is a value set: Diabetes. It includes E10.-, E11.-, E13.-, O24.-, etc? Let's check. In HEDIS, the diabetes value set includes E10.-, E11.-, E13.-, O24.- (excluding maybe O24.4? Actually gestational diabetes is included in diabetes? Let's think.
HEDIS "Diabetes Mellitus" value set: Includes E10.- Type 1, E11.- Type 2, E13.- Other specified diabetes mellitus, O24.- Diabetes mellitus in pregnancy, etc. Also E09? Drug/chemical induced? Not sure. But HEDIS has an exclusion for "Gestational diabetes or steroid-induced diabetes only" meaning if the only diabetes diagnoses are O24 (gestational) or maybe E09 (steroid-induced?), with no other diabetes diagnosis (like E10/E11/E13), then exclude. In the synthetic measure, they altered denominator event to only E10/E11? Let's re-read prompt: "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." It specifically says E10.- or E11.-. It omits E13 and O24. So denominator event is limited to E10/E11. Then E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If denominator is E10/E11 only, then a person with gestational or steroid-induced diabetes only would not have E10/E11, so they wouldn't be in denominator anyway; the exclusion would be redundant. But the measure authors may intend that the event includes any diabetes diagnosis (including O24 and steroid-induced) and then E3 excludes those with only gestational/steroid-induced. However the text explicitly defines event as diabetes mellitus (any E10.- or E11.- code). Let's not assume real-world HEDIS; we must follow supplied document. The supplied document says denominator event = E10/E11. It says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." Therefore event not met.
But wait: Read carefully: "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." Is "diabetes mellitus (any E10.- or E11.- code)" perhaps meant to define diabetes mellitus as those codes, and O24.419 is not diabetes mellitus, it's gestational diabetes, which is a different condition (diabetes mellitus in pregnancy? Actually O24.419 is "Gestational diabetes mellitus in pregnancy, unspecified trimester, unspecified control"? Let's check: O24.419 is gestational diabetes mellitus in pregnancy, unspecified trimester. It's diabetes mellitus in pregnancy, yes but code is O24.419, not E10/E11. The event says any E10.- or E11.- code. So no.
Need also continuous enrolment: member enrolment 2026-01-01 through 2026-12-31 continuous. That meets continuous enrolment for full measurement year (no gap). Wait measurement year is 2026. They are enrolled full year. Good.
Age: 30, within 18-75.
Numerator: No eye exam in 2025 or 2026. So if they were eligible, non_compliant. But they aren't eligible.
Now reason: one sentence, under 30 words, naming specific criterion or date that decided it. Need decide status not_eligible. Reason should say Member has no E10.-/E11.- diabetes diagnosis required for the denominator event, so never enters denominator. Or mention age/enrolment are met but event not met. The criterion that decided it: denominator event not met because no E10/E11 diagnosis in 2025 or 2026. Or perhaps exclusion E3? Let's think if status could be "excluded" due to E3. The instruction: "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Exclusions are evaluated before numerator. To be excluded, member must meet a required exclusion. Does member meet E3? E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The member has gestational diabetes O24.419 on 2026-03-11 and 2026-05-20. No E10/E11 in 2025 or 2026. No other diabetes diagnosis mentioned. So during 2026 and 2025, diabetes diagnoses are only gestational diabetes (O24.419). There is no other diabetes diagnosis. So literally the member meets E3's condition: gestational diabetes only, with no other diabetes diagnosis, during 2026 and 2025. But E3 is a required exclusion. Exclusions are evaluated before numerator. Wait but if the member meets exclusion E3, then status would be "excluded", not "not_eligible"? However the caveat: Exclusions remove from denominator. But to be in denominator, must first satisfy eligible population. The task says: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." It also says: "Place the member against the specification." The eligible population (denominator) includes age, event, continuous enrolment. Exclusions are required exclusions. In measure logic, exclusions are applied to the denominator (i.e., members who are in the denominator and meet exclusion are excluded). But here, if the denominator event requires E10/E11, then a member with only O24 does not satisfy denominator event, so they are not in the denominator; thus exclusions are irrelevant. But the spec says E3 is "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If the denominator event is E10/E11, then a member with only gestational diabetes cannot satisfy denominator event. So they never enter denominator. Thus not_eligible. But if the denominator event is interpreted more broadly? Let's examine exact wording again.
"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."
This is explicit. The event is E10/E11. So O24 is not enough. The fact they listed E3 "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis" might be a trap: in real HEDIS, denominator includes those diagnoses, and E3 excludes them. But the synthetic measure's event says E10/E11 only. Wait, the wording "diabetes mellitus (any E10.- or E11.- code)" maybe means diabetes mellitus is defined as E10/E11, so gestational diabetes is not "diabetes mellitus" for this measure? Actually gestational diabetes is diabetes mellitus in pregnancy, code O24.4, but the event requires E10/E11. The member has O24.419, which is gestational diabetes, not type 1 or type 2. Therefore no qualifying event.
But let's read the exclusion E3 in context: "E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If a person had steroid-induced diabetes, that would be E09.- (drug/chemical induced). E09 is not E10/E11. So again, they wouldn't meet denominator event if event requires E10/E11. So E3 would be redundant if event strictly E10/E11. But the spec authors may have intended "diabetes mellitus" to include any diabetes (E10, E11, O24, E09 etc.) but then they wrote "(any E10.- or E11.- code)"? Or maybe they intended E10/E11 to be examples of diabetes mellitus codes, and O24.419 is also a diabetes mellitus code? No, O24 is not E10/E11. The phrase "any E10.- or E11.- code" is explicit.
Could there be a reading where the denominator event is "diabetes mellitus (any E10.- or E11.- code)" and the member has O24.419, which is gestational diabetes, not diabetes mellitus; the event is not met, so not_eligible. Then E3 doesn't matter.
But the task family says: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." It does not say "even if an exclusion is present". But logically, if they never enter denominator because event not met, they are not_eligible regardless of exclusions. The instructions: "Exclusions are evaluated before the numerator." and "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." That implies to be excluded, they must meet an exclusion and presumably also be in denominator? Actually "meets both an exclusion and the numerator" - but numerator is evaluated after exclusions. Wait order: eligible population (denominator) first: age, event, enrollment. Then exclusions are evaluated before numerator. So to be excluded, member must first be in denominator (meet denominator criteria), then meet an exclusion, so removed. If they don't meet denominator event, they are not in denominator, hence not_eligible. The phrase "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'" is to prevent saying compliant if exclusion is met. But if they never entered denominator, they are not_eligible.
Thus, since denominator event requires E10/E11, and member has none, status = not_eligible. Reason: No E10.- or E11.- diabetes diagnosis in 2025 or 2026, so denominator event not met; member never enters denominator. Need be under 30 words. Let's draft: "Denominator event not met: no E10.- or E11.- diabetes diagnosis in 2025 or 2026, so member never enters the denominator." Word count: Denominator(1) event(2) not(3) met:(4) no(5) E10.-(6) or(7) E11.-(8) diabetes(9) diagnosis(10) in(11) 2025(12) or(13) 2026,(14) so(15) member(16) never(17) enters(18) the(19) denominator.(20) Under 30. Good. Or include "O24.419 gestational diabetes only" maybe: "Only O24.419 gestational diabetes is present; no E10.- or E11.- code in 2025 or 2026, so denominator event is unmet." Count: Only(1) O24.419(2) gestational(3) diabetes(4) is(5) present;(6) no(7) E10.-(8) or(9) E11.-(10) code(11) in(12) 2025(13) or(14) 2026,(15) so(16) denominator(17) event(18) is(19) unmet.(20) Under 30. But maybe the reason should name the criterion: "Event criterion requires E10.- or E11.-; member has only O24.419 gestational diabetes, so not in denominator." Let's count: Event(1) criterion(2) requires(3) E10.-(4) or(5) E11.-;(6) member(7) has(8) only(9) O24.419(10) gestational(11) diabetes,(12) so(13) not(14) in(15) denominator.(16) Good.
But we should double-check age: born 1996-06-05, on 2026-12-31 is 30 (2026-1996=30, birthday passed). Yes 30.
Enrolment continuous full year 2026. Yes.
Numerator: no eye exam. irrelevant.
Could status be "excluded" because E3 explicitly excludes gestational diabetes only? Let's deeply analyze typical measure logic in these harness tasks. The harness is synthetic but often mimics HEDIS. In HEDIS, the measure "Diabetic Eye Examination" (maybe now "Eye Exam for Patients With Diabetes") denominator event: Members 18-75 with diabetes, identified using a diabetes value set that includes E10-E11, E13, O24, etc. The required exclusions include "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during the measurement year or year prior." In HEDIS, if a member has only O24 (gestational) and no E10/E11/E13 etc, they are excluded (removed from denominator). They do enter the denominator initially because O24 is in the diabetes value set, then excluded by E3. But this synthetic spec deviates: It says event requires E10/E11. Let's read again: "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." If they intended to mimic HEDIS, they'd say "any diabetes diagnosis" or list O24. They specifically say E10/E11. Then E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Wait, "with no other diabetes diagnosis" - other than what? Other than gestational or steroid-induced? The phrase means: if the member's only diabetes diagnoses are gestational or steroid-induced (i.e., no other diabetes diagnosis such as E10/E11), then exclude. If denominator event was broader and included O24 and E09, then E3 removes those with only O24/E09. In this synthetic spec, they changed denominator event to only E10/E11, but left E3 unchanged. That creates redundancy for gestational/steroid-induced, but the exclusion still exists. However, the instruction to us: "Where a plan document, medical policy, or measure specification is supplied, that document governs, even where it differs from what you believe the real-world rule to be." So we must apply the supplied spec exactly. The supplied spjson{
"status": "not_eligible",
"reason": "Only O24.419 gestational diabetes on 2026-03-11 and 2026-05-20, with no E10.- or E11.- code in 2025 or 2026, so member never enters the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 9,067 tokens
We need answer JSON with keys status, reason, maybe further for QM-FUM? Wait task family quality measure logic. Required JSON keys: status, reason. Items drawn from measure QM-FUM require two further keys met_7_day and met_30_day. The measure here is QM-DEE, not QM-FUM. So only status and reason (unless task asks? It says Required JSON keys status, reason. Items drawn from measure QM-FUM require two further keys... Since this is QM-DEE, those don't apply. So output exactly one fenced JSON code block with object containing status and reason. No met_7_day/met_30_day.
Need determine member 40305 against QM-DEE measurement year 2026.
Let's parse measure QM-DEE.
Eligible population denominator:
- Age 18-75 as of 2026-12-31. DOB 1996-06-05 -> on 2026-12-31 age = 30 (since June 1996 to Dec 2026: 2026-1996=30, birthday passed, yes 30). Meets age.
- 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.
Member has no E10.- or E11.- diagnosis on any claim in 2025 or 2026. Has obstetric visits with O24.419 gestational diabetes in 2026. O24.419 is gestational diabetes (code O24.4? O24.419 gestational diabetes mellitus in childbirth? Actually O24.419 is gestational diabetes mellitus in childbirth, but within O24.- maybe gestational diabetes). But the event requires E10.- or E11.- codes, not O24. So no qualifying diabetes event.
- Continuous enrolment full measurement year no more than one gap up to 45 days. Enrolment 2026-01-01 through 2026-12-31 continuous. Meets continuous enrolment for 2026. But measure requires continuous enrolment: the full measurement year with no more than one gap of up to 45 days. It says enrolment 2026 full year continuous, so yes. But wait for denominator event uses claims in 2026 or 2025. Continuous enrolment requirement probably for measurement year? It says "Continuous enrolment: the full measurement year with no more than one gap of up to 45 days." Measurement year is 2026. So continuous enrolment satisfied. However, to be in denominator, must meet age, event, continuous enrolment. Since no E10/E11 event, does not meet denominator event. But what about exclusions? Exclusions evaluated before numerator: E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
Important: For a member who never enters the denominator is "not_eligible" even if a compliance event is present in record. And "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is excluded, not compliant. A member who never enters the denominator is not_eligible even if a compliance event is present in the record."
Need decide status. The member has gestational diabetes only, with no other diabetes diagnosis, during 2026 and 2025? Wait record: no E10 or E11 in 2025/2026; has O24.419 gestational diabetes in 2026 (two visits). No claims in 2025? It says No E10/E11 diagnosis on any claim in 2025 or 2026. No eye exam. History only lists 2026 visits. It doesn't mention any 2025 claims. Hmm: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." That implies there might be claims in 2025 with other things? It doesn't say. But E3 requires "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The phrase "during 2026 and 2025" likely means look at the two-year period 2025-2026: if the only diabetes diagnoses are gestational or steroid-induced (e.g., O24.- or E09? etc) with no other diabetes diagnosis, then exclude. But does the member have any diabetes diagnosis in 2025? The record doesn't list any 2025 diagnosis. It says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." It doesn't say there is a gestational diabetes diagnosis in 2025. The E3 criterion requires gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. If the member had gestational diabetes only in 2026, and no diabetes diagnosis in 2025, is that "during 2026 and 2025"? Let's interpret carefully.
Measure denominator event: diabetes mellitus (E10/E11) on claims during 2026 or 2025. So to be in denominator, need E10/E11 codes in either year. Member does not have them. Without them, do they meet denominator? No. Therefore they never enter denominator. But wait: Exclusions are evaluated before numerator. But exclusions are only relevant for members in the denominator? The instruction says: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Also earlier: status definitions:
- "excluded": meets a required exclusion, so removed from the denominator. This implies they were in denominator, then removed.
- "not_eligible": never enters the denominator (age, event, or enrolment).
So if member fails denominator event (no E10/E11), they never enter denominator -> not_eligible. But there is E3 exclusion: gestational diabetes only. Does that mean if a member has gestational diabetes only, they are excluded (removed from denominator) or not eligible? The specification places E3 under REQUIRED EXCLUSIONS, not under denominator criteria. Required exclusions remove from denominator. But the event requires E10/E11. Gestational diabetes O24 is not E10/E11. If denominator event requires E10/E11, then a person with only gestational diabetes would fail the event and thus not enter denominator, unless the exclusion is meant to capture them? Let's think: In real HEDIS (CDC? DEE? Actually Diabetes Eye Exam: denominator is patients with diabetes (E10-E11 etc) and exclusions include gestational diabetes or steroid-induced diabetes only. But HEDIS denominator includes diabetes diagnosis codes (including maybe O24? No, HEDIS diabetes excludes gestational diabetes and steroid-induced; those are excluded from denominator via "Exclusions: members with only gestational or steroid-induced diabetes are excluded". Wait HEDIS specification for CDC (comprehensive diabetes care) includes event/diagnosis of diabetes (any E10-E14? Actually HEDIS uses diabetes codes including E10-E14, O24? Let me recall. In HEDIS, Diabetes Eye Exam (similar) denominator: patients 18-75 with diabetes (diagnosis codes include 250, 357.2, 362.0, 366.41, 648.0? plus E10-E14? Wait for HEDIS 2022, Diabetes Eye Exam (EED?) measure: Denominator: members 18-75 years of age as of December 31 of the measurement year with a diagnosis of diabetes (diabetes diagnosis codes: 250, 357.2, 362.0, 366.41, 648.0? No, include E10-E14? Actually ICD-10: E10.- Type 1 diabetes mellitus, E11.- Type 2 diabetes mellitus, E13.- Other specified diabetes mellitus, E14.- Unspecified diabetes mellitus, O24.- Gestational diabetes? Let's recall HEDIS: "Diabetes (DM) value set" includes E10.-, E11.-, E13.-, and maybe E14.-? Wait O24 is in "Gestational diabetes" value set, and there is a required exclusion: "Members with only gestational diabetes or steroid-induced diabetes (no other diabetes diagnosis) during the measurement year or year prior to the measurement year are excluded." Actually in HEDIS, the denominator event is a diagnosis of diabetes (using Diabetes value set) during the measurement year or year prior. The Diabetes value set includes E08-E13 maybe? Let's check memory: HEDIS 2023 Comprehensive Diabetes Care: Eligible population: Age 18-75. Diagnosis: Diabetes (value set: Diabetes) during the measurement year or year prior. Diabetes value set includes ICD-10 codes: E08.00-E13.9? Actually E08 (diabetes due to underlying condition), E09 (drug/chemical induced), E10 (type 1), E11 (type 2), E13 (other specified), maybe not E14? Wait E10.- or E11.- here in our task is explicit: "diabetes mellitus (any E10.- or E11.- code) documented ..." So the task's denominator event specifically says any E10.- or E11.- code. That means O24 (gestational) is NOT a qualifying event. Then why have exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025."? Because in the real HEDIS, the denominator includes any diabetes diagnosis (including O24? Wait no, gestational diabetes is in O24, which is a diabetes mellitus code? Actually O24 is "Diabetes mellitus in pregnancy, childbirth, and the puerperium". O24.419 is gestational diabetes. In ICD-10, O24.- is under diabetes mellitus? It is in chapter 15 pregnancy, but code title includes diabetes mellitus. HEDIS Diabetes value set might include O24.-? Let's verify: HEDIS Diabetes value set for CDC includes:
- E08.00-E08.9, E09.00-E09.9, E10.10-E10.9? Actually type 1 includes E10.-, type 2 E11.-, E13.- other specified, maybe E14? Wait ICD-10-CM has E08, E09, E10, E11, E13. E12 is "OtherSpecified diabetes mellitus due to underlying condition"? No, E08 is diabetes due to underlying condition, E09 drug/chemical induced, E10 type 1, E11 type 2, E13 other specified. Gestational diabetes is O24.4? HEDIS has a separate value set "Gestational Diabetes" and "Steroid-Induced Diabetes" maybe E09? Actually steroid-induced is E09? Drug/chemical induced diabetes (E09) can be steroid-induced. HEDIS denominator: "Diabetes (DM) value set" includes E08-E13 plus O24? Let me search memory: In HEDIS, the "Diabetes" exclusion: "Exclude members with only gestational diabetes or steroid-induced diabetes (no other diabetes diagnosis) during the measurement year or year prior". That means the denominator event includes gestational diabetes and steroid-induced diabetes codes (because they are in the diabetes value set), but then those members are excluded if that's the only diabetes they have. So the denominator event must include O24 and E09 etc. However, the task's specification explicitly says: "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." It restricts to E10.- or E11.- only. It does NOT say O24 or E09 count toward the event. Then E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." But wait, if the member has gestational diabetes (O24.419) and no E10/E11, they never met the event (since event requires E10/E11). So they never enter denominator. Does E3 apply to exclude them? Let's read precisely: "REQUIRED EXCLUSIONS E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This is listed under exclusions, meaning if a member is in the denominator (i.e., met the event? Or maybe the event is broader?), they are excluded. But given the event definition, a member with only O24 does not have E10/E11, so no event. However, the exclusion says "with no other diabetes diagnosis". The phrase "other diabetes diagnosis" likely means other than gestational/steroid-induced? Wait "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis" means the member has gestational or steroid-induced diabetes and does NOT have any other type of diabetes (like E10/E11). In the context of HEDIS, the denominator event includes any diabetes diagnosis (including gestational and steroid-induced) but if the only diabetes diagnosis is gestational/steroid-induced, exclude. But our event definition says E10/E11 only. Let's re-read task measure:
"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."
Thus the only event that puts them in denominator is E10/E11. Then exclusions:
"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."
If the member has gestational diabetes only (O24.419) and no E10/E11, they do not meet the event, so they are not in the denominator. According to the scoring rules, a member who never enters the denominator is "not_eligible" even if a compliance event is present. But note: "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." The member has no numerator event (no eye exam). They also meet E3? Let's see. Does E3 require they are in denominator? Exclusions are evaluated before numerator, but only for denominator members. The hierarchy: denominator (age, event, enrolment) -> if not, not_eligible. If in denominator, check exclusions: if any exclusion met -> excluded. If not excluded, check numerator: compliant/non_compliant.
Since the event is E10/E11, the member has no E10/E11. They have gestational diabetes O24.419. The event not met. Therefore not_eligible. But wait: Could the member be considered to have met the denominator because they had gestational diabetes, which is a diabetes mellitus code? The spec explicitly says "diabetes mellitus (any E10.- or E11.- code)". O24.419 is not E10 or E11. So no. The history says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." So the event is definitively not met. The member is not_eligible. The reason must name the specific criterion or date that decided it: "No E10.- or E11.- diabetes diagnosis on claims in 2025 or 2026, so the denominator event is not met." Keep under 30 words. Need one sentence.
But let's consider if E3 would make them excluded instead. There's a nuance: The status "excluded" means meets a required exclusion, so removed from the denominator. If the member never entered the denominator, they are not_eligible. But maybe the test expects that because they have gestational diabetes only, they are excluded? Let's carefully parse the instructions: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." And "A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'." It doesn't explicitly say a member who fails the event but meets an exclusion is excluded. It says exclusions are evaluated before numerator. It implies denominator first. The eligible population has Event: E10/E11. If they don't have it, they aren't in denominator. The fact that E3 exists for gestational diabetes only suggests that the measure author might have intended that gestational diabetes counts as a diabetes diagnosis for the event? But they wrote E10.- or E11.- code. Wait: The E3 exclusion: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Let's think of the exact real HEDIS logic: In HEDIS, the denominator event is a diagnosis of diabetes (Diabetes value set) during the measurement year or year prior. The Diabetes value set includes E08-E13 and O24? Actually I need check: The HEDIS "Diabetes" value set includes:
- 250.xx (old ICD-9) etc.
ICD-10: E08.00-E08.9, E09.00-E09.9, E10.10-E10.9? Wait E10 includes all. E11 includes all. E13.-. Also maybe O24.-? Let's verify: I remember HEDIS 2022 CDC: "Diabetes: Value set: Diabetes. Includes ICD-10 codes: E08.00-E08.9, E09.00-E09.9, E10.10-E10.9? Actually all E10, E11, E13. Also includes 648.0? Wait O24 is "Diabetes mellitus in pregnancy". HEDIS has "Gestational Diabetes" value set: O24.4? And "Steroid Induced Diabetes": E09.-? Actually E09 is drug/chemical induced; steroid-induced is a subset. But the denominator says diagnosis of diabetes (any of E08-E13 plus maybe O24?). Then there is a required exclusion: "Members with only gestational diabetes or steroid-induced diabetes (no other diabetes diagnosis) during the measurement year or year prior." This means if they had O24 (gestational) or E09 (steroid) and no E10/E11, they are excluded from denominator, not just not eligible, because the diabetes value set included them, so they would otherwise be in denominator via the gestational/steroid code. In our task, the author changed the event to "any E10.- or E11.- code" but kept the exclusion E3 for gestational or steroid-induced only. If the event is truly only E10/E11, then a gestational diabetes patient (O24) doesn't have the event, so not_eligible. But why would they keep E3? Maybe they expect that the denominator event is any diabetes diagnosis, and E10/E11 is just the example? Wait the text: "diabetes mellitus (any E10.- or E11.- code)". It doesn't say "e.g." It says "any E10.- or E11.- code". That is restrictive. The history explicitly says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." So it's clear: event not met. The member is not_eligible. The E3 is a distractor? Let's examine: Member has O24.419 gestational diabetes. The E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The member has gestational diabetes in 2026 (two visits). Does the member have gestational diabetes in 2025? The record: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026. No eye examination in 2025 or 2026. History: 2026-03-11... 2026-05-20... No enucleation, no hospice." It does NOT list any 2025 visits or diagnoses. The statement "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." It doesn't say "no O24 in 2025". But the history only shows 2026 visits. It says "No E10/E11 diagnosis on any claim in 2025 or 2026." It doesn't explicitly say there are no claims in 2025, but the history doesn't list any 2025 claims. The E3 requires gestational diabetes ... during 2026 and 2025. The phrase "during 2026 and 2025" could mean "during 2026 or 2025"? Wait it says "during 2026 and 2025." Look at the denominator event: "during 2026 or 2025." Exclusions E3: "during 2026 and 2025." That's odd: "and" might mean the condition (gestational diabetes only with no other diabetes diagnosis) must be true across both years? Or it means during 2026 and 2025 (i.e., in the span covering both years, look at diagnoses in 2026 and 2025). In HEDIS, the exclusion is "during the measurement year or year prior", meaning if they had only gestational/steroid diabetes in MY or year prior (i.e., either year). The author wrote "during 2026 and 2025" perhaps meaning "during 2026 and 2025" as the two-year period. Actually denominator event says "during 2026 or 2025." Exclusion E3 says "during 2026 and 2025." Let's read: "E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Could be interpreted as: (gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis) [documented] during 2026 and 2025. But they used "and" not "or". Hmm. Maybe they mean the two-year window includes 2026 and 2025; diagnoses from both years are considered. So if in the combined 2025-2026 period the only diabetes diagnoses are gestational/steroid, exclude. The member has gestational only in 2026; no diabetes diagnosis in 2025 (unknown but no E10/E11; but gestational? Not documented). If there is no gestational in 2025, is the criterion met? It says "during 2026 and 2025" maybe meaning in both years? Let's not overcomplicate; the key is denominator event not met.
Wait, check continuous enrolment: The member is enrolled 2026-01-01 through 2026-12-31 continuous. The denominator event allows claims during 2026 or 2025. To have claims in 2025, the member would need enrolment in 2025? The json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any 2025 or 2026 claim, so the diabetes event required for the denominator is unmet."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Kimi K2.6 · Moonshot20.7s · 1,687 out | 49.0s · 1,765 out | 33.9s · 1,500 out
Reasoning · 1,649 tokens
Let me analyze this member against the QM-DEE measure specification.
**Member Details:**
- Member 40305
- DOB: 1996-06-05 → Age 30 on 2026-12-31 (within 18-75 range)
- Enrollment: 2026-01-01 through 2026-12-31, continuous (no gaps mentioned, so meets continuous enrollment requirement)
- History:
- 2026-03-11: Obstetric visit, diagnosis O24.419 (gestational diabetes)
- 2026-05-20: Obstetric visit, diagnosis O24.419
- No E10.- or E11.- diagnosis on any claim in 2025 or 2026
- No eye examination in 2025 or 2026
- No enucleation, no hospice
**Step 1: Check Denominator Eligibility**
- Age: 30 years old on 2026-12-31 → Meets (18-75) ✓
- Event: Diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025.
- The member has NO E10.- or E11.- codes. Only O24.419 (gestational diabetes).
- Therefore, the member does NOT meet the event criterion for the denominator.
Since the member has no E10.- or E11.- diagnosis codes, they never enter the denominator.
**Step 2: Check Exclusions**
- E1: No enucleation → Not excluded
- E2: No hospice → Not excluded
- E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
- The member has only O24.419 (gestational diabetes) and no E10/E11 codes.
- However, exclusions are evaluated before numerator, BUT only for members in the denominator. The instructions say: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
Wait, actually, looking at E3: This is an exclusion that would apply if the member were in the denominator. But the member is not in the denominator because they lack the required E10/E11 codes. The specification says the event is "diabetes mellitus (any E10.- or E11.- code)". Gestational diabetes (O24.419) does not count as diabetes mellitus for the denominator event criterion.
Actually, let me re-read the exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This exclusion seems to be for people who might have diabetes-like conditions but not true diabetes mellitus. But the key point is: to be in the denominator, the member must have E10.- or E11.- codes. This member does not.
So the member is "not_eligible" because they lack the event criterion (no E10.- or E11.- codes).
Wait, but could E3 apply? E3 removes someone from the denominator. But if the member doesn't have E10/E11 codes, they don't enter the denominator in the first place. The event criterion explicitly requires E10.- or E11.- codes. O24.419 doesn't satisfy this.
Therefore: status = "not_eligible"
Reason: something like "No E10.- or E11.- diagnosis during 2025 or 2026."
Wait, the instructions say: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
Actually, the member doesn't even have a compliance event (eye exam), but that's irrelevant since they're not in the denominator.
Also, this is QM-DEE, not QM-FUM, so I don't need the met_7_day or met_30_day keys. Wait, the task says "Items drawn from measure QM-FUM require two further keys". This is QM-DEE, so I don't need those keys. The required keys are just "status" and "reason".
Let me double-check the required JSON keys at the top: "status" and "reason" are required. Since this is QM-DEE and not QM-FUM, I don't include met_7_day or met_30_day.
Final check:
- Age: eligible (30)
- Enrollment: eligible (continuous full year)
- Event: NOT eligible (only O24.419, no E10/E11)
- Result: not_eligible
Reason: "No diabetes mellitus diagnosis on claims during 2025 or 2026." or "No qualifying E10.- or E11.- diagnosis in 2025 or 2026." That should be under 30 words.
Actually, wait. Let me reconsider E3. Is it possible that the measure intends for gestational diabetes to potentially put someone in the denominator? No, the event explicitly says "diabetes mellitus (any E10.- or E11.- code)". O24.419 is not E10 or E11. So the member is definitely not eligible due to lacking the event.
Also, E3 specifically excludes people with gestational diabetes ONLY. But again, you have to be in the denominator first to be excluded. And the denominator requires E10/E11. So a person with only gestational diabetes never gets into the denominator to begin with. E3 would apply to someone who has E10/E11 codes but whose only diabetes is gestational? That doesn't make sense. Actually, E3 likely applies if the member has both gestational diabetes codes AND somehow got into the denominator, or perhaps it's intended to catch cases where a member is in the denominator but their diabetes is actually just gestational/steroid-induced. But with the explicit E10/E11 requirement for the event, E3 seems like it would rarely apply unless there are other ways to get E10/E11 codes that turn out to be gestational? That doesn't make clinical sense. Regardless, I must follow the spec. The spec says denominator requires E10/E11. This member has none. So not_eligible.
Wait, actually I should think about whether O24.419 could be considered under E3 if the member somehow had an E10/E11 code. But they don't. So the deciding factor is the lack of E10/E11.
The reason should name the specific criterion. The event criterion requires E10.- or E11.- codes.
Let me craft the reason: "No E10.- or E11.- diagnosis on claims during 2025 or 2026." (12 words) - good.
Actually, "No qualifying diabetes mellitus diagnosis during 2025 or 2026." (9 words) - also good and names the criterion.
Or "Member lacks required E10.- or E11.- diagnosis in denominator lookback period." (11 words)
I'll go with: "No E10.- or E11.- diagnosis during 2025 or 2026." Simple and clear.
Wait, should I mention the specific dates? The prompt says "naming the specific criterion or date that decided it". The criterion is the event/diagnosis requirement. The dates are 2025 and 2026. I think "No E10.- or E11.- diagnosis on claims in 2025 or 2026." works.
Let me verify the exact wording. "No E10.- or E11.- diagnosis during 2025 or 2026."
Length check: 9 words. Good.
JSON format:
```json
{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis during 2025 or 2026."
}
```
That's it.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,722 tokens
The user wants me to evaluate a member against the QM-DEE (Diabetic Eye Examination) measure specification.
Let me analyze the member record against the specification:
**Member 40305:**
- DOB: 1996-06-05, age 30 on 2026-12-31. This satisfies the age requirement (18 through 75).
- Enrolment: 2026-01-01 through 2026-12-31, continuous. This satisfies continuous enrollment.
- History:
- 2026-03-11: Obstetric visit, diagnosis O24.419 (gestational diabetes)
- 2026-05-20: Obstetric visit, diagnosis O24.419
- No E10.- or E11.- diagnosis in 2025 or 2026
- No eye exam in 2025 or 2026
- No enucleation, no hospice
**Denominator criteria:**
- Age: 18-75 ✓
- Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025.
- Member has O24.419 (gestational diabetes), but NO E10.- or E11.- codes.
- Therefore, does NOT meet the event criterion.
- Continuous enrollment: ✓
Since the member does not have the required diabetes mellitus codes (E10.- or E11.-), they never enter the denominator.
Wait, let me check exclusions:
- E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
- The member has gestational diabetes (O24.419) and no other diabetes diagnosis.
- However, exclusions are only evaluated for members in the denominator. The specification says "Exclusions are evaluated before the numerator." But first, the member must enter the denominator.
- The denominator requires E10.- or E11.- codes. The member has none.
- Therefore, the member is "not_eligible" because they don't meet the event criterion for the denominator.
Actually, let me re-read carefully: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
Also, for exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This is an exclusion that would apply if the member were in the denominator, but they aren't because they lack E10/E11 codes.
So the member is "not_eligible" because they lack the required diabetes mellitus diagnosis codes (E10.- or E11.-) to enter the denominator.
The reason should name the specific criterion: "No E10.- or E11.- diagnosis in 2025 or 2026." or similar, under 30 words.
Wait, the age criterion is met. Enrollment is met. The missing piece is the event criterion.
Since this is not a QM-FUM measure, I don't need the met_7_day and met_30_day keys.
Required keys:
- status: "not_eligible"
- reason: string, one sentence, under 30 words
Let me verify: "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."
Member has no E10.- or E11.- codes. Correct.
Status: "not_eligible"
Reason: "No diabetes mellitus E10.- or E11.- diagnosis documented during 2025 or 2026."
Count words: No (1) diabetes (2) mellitus (3) E10.- (4) or (5) E11.- (6) diagnosis (7) documented (8) during (9) 2025 (10) or (11) 2026 (12). That's 12 words. Good.
Or more concise: "Member lacks required E10.- or E11.- diagnosis for denominator entry." (9 words)
Or: "No qualifying diabetes mellitus diagnosis in the measurement year or year prior." (11 words)
I'll go with: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." That's 10 words.
Actually, looking at the prompt: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." - this is exactly 10 words. Good.
Wait, the prompt says "reason string — one sentence, under 30 words, naming the specific criterion or date that decided it"
The criterion is the event criterion. So naming it specifically is good.
Final check: Does O24.419 count? No, the specification explicitly says "diabetes mellitus (any E10.- or E11.- code)". O24.- is gestational diabetes, not E10/E11.
Also, exclusion E3 mentions gestational diabetes, which implies that having gestational diabetes doesn't automatically exclude you unless it's the ONLY diabetes and you're already in the denominator via E10/E11? Actually, E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". This exclusion is for people who might have diabetes but it's gestational/steroid-induced only. But the denominator still requires E10/E11 codes. Wait, that's interesting.
Let me re-read the denominator event: "diabetes mellitus (any E10.- or E11.- code)". This means the denominator is specifically defined by ICD-10 codes E10 or E11. If a member has gestational diabetes O24.419 but no E10/E11, they don't meet the event criterion.
Exclusion E3 removes members from the denominator who have gestational/steroid-induced diabetes only. But to even get to exclusions, one must be in the denominator. To be in the denominator, one must have E10/E11 codes. So exclusion E3 applies to members who have E10/E11 codes but whose diabetes is determined to be gestational or steroid-induced only? That seems contradictory, but I must follow the spec exactly. The spec says the event is E10.- or E11.-. If a member has those codes, they enter the denominator. Then exclusion E3 could potentially remove them if the only diabetes they have is gestational or steroid-induced... but how could they have E10/E11 and it be gestational only? Actually, E10/E11 are specific to diabetes mellitus. O24.4 is gestational diabetes. A provider might code both? Or the exclusion might be there for members who have E10/E11 but it's determined to be steroid-induced (which might be E09.- drug/chemically induced diabetes, not E10/E11 actually... wait, steroid-induced diabetes might be coded as E09.- or maybe E11.-?).
Actually, the exclusion is part of the measure spec. I should not overthink how it could happen clinically. The rules are clear: denominator requires E10/E11. This member doesn't have them. So not eligible.
One more thing: Is there any possibility that gestational diabetes O24.419 counts toward the event? No, the spec is explicit: "diabetes mellitus (any E10.- or E11.- code)".
Therefore:
status: "not_eligible"
reason: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026."
The format must be exactly one fenced JSON code block.
```json
{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any claim in 2025 or 2026."
}
```
Wait, the prompt says: "For a member who is 'excluded' or 'not_eligible' under QM-FUM, report both as false." But this is QM-DEE, not QM-FUM. So I only need status and reason.
Actually, let me re-read the task family: "Items drawn from measure QM-FUM require two further keys". Since this is QM-DEE, those keys are not required. I should not add them.
Perfect.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diagnosis on any claim in 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,456 tokens
The user wants me to evaluate a member record against the QM-DEE (Diabetic Eye Examination) measure specification.
Let me break down the member record and the measure spec.
Member:
- DOB: 1996-06-05, so age 30 on 2026-12-31. This falls within 18-75 years.
- Enrollment: 2026-01-01 through 2026-12-31, continuous. This meets continuous enrollment requirement.
- History:
- 2026-03-11: Obstetric visit, diagnosis O24.419 (gestational diabetes)
- 2026-05-20: Obstetric visit, diagnosis O24.419
- No E10.- or E11.- diagnosis on any claim in 2025 or 2026.
- No eye examination in 2025 or 2026.
- No enucleation, no hospice.
Now, measure spec:
Denominator:
- Age 18-75 on 2026-12-31: Member is 30. Met.
- 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 O24.419 (gestational diabetes) but NO E10.- or E11.- codes. So the diabetes event requirement is NOT met.
- Wait, exclusion E3 mentions "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". But the event criterion for the denominator specifically requires E10.- or E11.- codes. O24.- is not E10.- or E11.-. So the member doesn't meet the event requirement for the denominator.
Since the member never enters the denominator due to lack of qualifying diabetes diagnosis (E10/E11), the status should be "not_eligible".
Wait, let me double-check. The event says "diabetes mellitus (any E10.- or E11.- code)". O24.419 is gestational diabetes, which is not E10 or E11. So no qualifying diabetes diagnosis.
Therefore, the member is not eligible (not in denominator).
But wait, what about the exclusion E3? It says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This would only apply if the member was in the denominator. Since the member is not in the denominator (no E10/E11 codes), they are "not_eligible", not "excluded".
The instructions say: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Also: "Exclusions are evaluated before the numerator."
Since the member doesn't meet the event criterion (E10/E11 codes), they don't enter the denominator. So status = "not_eligible".
Reason: Should be one sentence, under 30 words, naming the specific criterion or date that decided it. For example: "No E10.- or E11.- diabetes diagnosis on any claim during 2025 or 2026."
Wait, let me check if there's any other interpretation. Could O24.419 count? The spec explicitly says "diabetes mellitus (any E10.- or E11.- code)". So no, O24 does not count.
What about the age and enrollment? They are met, but the event criterion is not. So not eligible.
Now, the required JSON keys:
- "status": "not_eligible"
- "reason": "No E10.- or E11.- diagnosis on any claim during the measurement year or prior year." or similar, keeping under 30 words.
- The prompt says "Items drawn from measure QM-FUM require two further keys: met_7_day and met_30_day". This is measure QM-DEE, not QM-FUM. So I do NOT include those keys.
Wait, let me re-read the task. "Required JSON keys: 'status' string, 'reason' string". Then it says "Items drawn from measure QM-FUM require two further keys". Since this is QM-DEE, not QM-FUM, I only need status and reason.
Let me make sure about the reason length:
"No qualifying E10.- or E11.- diabetes diagnosis in 2025 or 2026." That's 9 words. Good.
Or: "Member lacks required E10.- or E11.- diabetes diagnosis during 2025 or 2026." 11 words.
Let me verify the exact wording of the event criterion: "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."
So the specific criterion is the event criterion.
Reason: "No E10.- or E11.- diagnosis on any claim during 2025 or 2026." (12 words)
Actually, looking at the prompt again, the member record explicitly states: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." So I can reflect that.
Let me check if there's any trick. The member has gestational diabetes. Exclusion E3 removes members with gestational diabetes ONLY from the denominator. But again, they need to be in the denominator first. The event criterion specifically requires E10/E11. Gestational diabetes (O24) does not put you in the denominator. So they are not eligible.
If the spec had said "diabetes mellitus including gestational", then O24 might count, but it explicitly limits to E10/E11.
Also, for QM-DEE, there are no 7-day or 30-day keys needed.
So final answer:
```json
{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim during 2025 or 2026."
}
```
Wait, let me count words in the reason: "No E10.- or E11.- diabetes diagnosis on any claim during 2025 or 2026." That's 12 words. Under 30. Good.
Is there any possibility that O24.419 could be considered under E10/E11? No, in ICD-10-CM, O24.419 is "Gestational diabetes mellitus, unspecified control, unspecified trimester". It's not in E10 or E11 categories. The measure spec explicitly restricts to those code ranges.
Therefore, not_eligible is correct.
One more check: The member is 30 on 12/31/2026. Born 1996-06-05. 2026-1996 = 30. Yes, 30 years old. Age criteria met.
Enrollment: 2026-01-01 through 2026-12-31. Continuous. Yes.
So the only missing denominator criterion is the event.
Final answer should be just the JSON block.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any claim during 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V4 Pro · DeepSeek1.5s · 59 out | 8.0s · 402 out | 12.4s · 770 out
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on two outpatient claims or one inpatient claim in 2025-2026; only gestational diabetes (O24.419) is present."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 351 tokens
We are given a member record and the measure QM-DEE.
Member: 40305. DOB 1996-06-05, so age 30 on 2026-12-31, so meets age criterion (18-75).
Eligible population: need diabetes mellitus (any E10.- or E11.-) documented on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025. Member history: only diagnoses O24.419 (gestational diabetes) in 2026, no E10.- or E11.-. So no qualifying diabetes diagnosis. Therefore, they never enter the denominator.
But check: E3 exclusion says: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. However, we first check if they meet the denominator event. Since they have no E10/E11 codes, they are not in the denominator at all. So status should be "not_eligible".
Reason: No diabetes mellitus diagnosis (E10.- or E11.-) in 2025 or 2026; only gestational diabetes O24.419.
Thus, answer: status: "not_eligible", reason: appropriate sentence. The task also says: For QM-FUM we need extra keys, but this is QM-DEE, so only status and reason.
Let's ensure no other criteria might accidentally include them: continuous enrollment is fine, age fine. But the event is missing. So not_eligible. Reason: "No E10.- or E11.- diabetes diagnosis on any claim in 2025-2026; only gestational diabetes O24.419." Under 30 words.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis in 2025-2026; only gestational diabetes O24.419."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 718 tokens
We are asked to evaluate member 40305 against measure QM-DEE. Let's go step by step.
Measure QM-DEE: Diabetic Eye Examination. Measurement year 2026.
Denominator criteria:
- Age 18-75 as of 2026-12-31: member DOB 1996-06-05, age 30 -> meets age.
- Event: diabetes mellitus (E10.- or E11.-) documented on at least two outpatient claims on distinct dates, or one acute inpatient discharge, during 2026 or 2025.
- Continuous enrolment: no more than one gap of up to 45 days. Member enrolled full year 2026-01-01 to 2026-12-31 with no gap -> meets.
- Exclusions: evaluated after determining if member is in denominator.
Now check the event: The record states: "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." The diagnoses present are O24.419, gestational diabetes. This is not an E10 or E11 code. So the event criterion is not met. Therefore, the member never enters the denominator. Status should be "not_eligible". Reason: "No diabetes mellitus diagnosis (E10.- or E11.-) in 2025-2026, only gestational diabetes (O24.419) which does not qualify." Under 30 words.
The measure also has exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This exclusion applies only to members who meet the denominator event, i.e., they have an E10 or E11 code? Actually, reading E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." So it's for members who only have gestational or steroid-induced diabetes and no E10/E11. But the denominator event requires E10 or E11 diagnosis. So if a member only has gestational diabetes, they don't have E10/E11, so they wouldn't meet the denominator. The exclusion is meant for members who might have both an E10/E11 code and gestational diabetes? Possibly, but specification says "E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." It means if a member has an E10/E11 diagnosis but it's only gestational or steroid-induced and no other diabetes? Wait, E10 and E11 are codes for type 1 and type 2 diabetes mellitus. Gestational diabetes is O24.4, not E10/E11. So if a member has no E10/E11, they wouldn't meet the denominator anyway. Exclusion E3 likely applies when a member has an E10/E11 code but it's determined to be gestational/steroid-induced only, or maybe the record includes both codes and the intention is to exclude those whose only diabetes is gestational. But here, the record explicitly states no E10/E11, so it's not eligible for denominator, not excluded. So status not_eligible.
Thus answer: status: "not_eligible". reason: "No diabetes mellitus diagnosis (E10.- or E11.-) on any claim in 2025 or 2026; only O24.419 (gestational diabetes) present." (under 30 words). No further keys needed.
I'll produce JSON.json{
"status": "not_eligible",
"reason": "No diabetes mellitus diagnosis (E10.- or E11.-) in 2025-2026; only O24.419 gestational diabetes present."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V4 Flash · DeepSeek7.3s · 556 out | 4.0s · 549 out | 17.5s · 2,563 out
Reasoning · 499 tokens
We need answer JSON. Need comply. Need evaluate QM-DEE. Member DOB 1996-06-05 age on 2026-12-31 = 30, in range. Event: diabetes mellitus any E10/E11 codes on at least two outpatient distinct or inpatient. History only O24.419 gestational diabetes twice. No E10/E11. Required exclusion E3 gestational diabetes only with no other diabetes diagnosis during 2026/2025. Since no E10/E11, meets E3? Need determine whether E3 exclusion removes from denominator if no diabetes qualifying? The denominator requires E10/E11; member doesn't meet denominator event, so not_eligible. Exclusion evaluated before numerator but after? Instructions: A member who never enters denominator is not_eligible even if compliance event. Here no E10/E11, so never enters denominator. E3 perhaps says gestational diabetes only no other diabetes diagnosis during 2026 and 2025, but there is no E10/E11. "Documented as gestational diabetes or steroid-induced diabetes only" likely exclusion for those with diabetes? Actually denominator event is E10/E11; gestational diabetes O24 not included. So not eligible. Need reason under 30 words naming criteria. Status not_eligible. QM-FUM keys not required? Required keys for task family: "status", "reason", and "met_7_day"/"met_30_day" only if drawn from QM-FUM. This is QM-DEE, so no extra keys. Need exactly one fenced JSON. Reason one sentence under 30 words. Need perhaps "No E10.- or E11.- diabetes diagnosis on claims in 2025 or 2026; only O24.419 gestational diabetes, so denominator event not met." Count words? Let's count. "No"1 "E10.-"2? "or"3 "E11.-"4 "diabetes"5 "diagnosis"6 "on"7 "claims"8 "in"9 "2025"10 "or"11 "2026;"12 "only"13 "O24.419"14 "gestational"15 "diabetes,"16 "so"17 "denominator"18 "event"19 "not"20 "met."21 Good. Need JSON.
Need ensure no mention of E3? Since exclusion, not eligible due no event. Good. final.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on claims in 2025 or 2026; only O24.419 gestational diabetes, so denominator event not met."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 555 tokens
We need answer JSON exactly. Need reason. Member has gestational diabetes only (O24.419), no E10/E11. Exclusion E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis,during 2026 and ̈2025. So excluded. Denominator event requires diabetes mellitus any E10/E11 etc. none, so not_eligible? Need careful: eligible population event: diabetes mellitus (any E10.- or E11.- code) documented at least two outpatient claims distinct dates or one acute inpatient discharge during 2026 or 2025. Member only O24.419 gestational diabetes, no E10/E11. Does not meet event. Exclusions are evaluated before numerator but only for denominator? "Exclusions are evaluated before numerator. A member who meets both an exclusion and numerator excluded." Eligibility first. "not_eligible never enters denominator (age, event, or enrolment)". If no E codes, never enters denominator due event, so not_eligible. Even if exclusion also applies? Need choose status according to framework. Let's parse task family: Required status one of compliant, non_compliant, excluded, not_eligible. Definitions: excluded meets required exclusion, so removed from denominator. not_eligible never enters denominator (age, event, or enrolment). A member who never enters denominator is "not_eligible" even if a compliance event present. We need determine. The member has no E10/E11, so no diabetes mellitus event as defined. Thus not_eligible. Exclusion E3 gestational diabetes only might also "excluded" but because never meets event, not_eligible. Need reason one sentence under 30 words naming specific criterion or date. Something like: "No E10/E11 diabetes code in 2025/2026; only gestational diabetes O24.419, so fails denominator event." Need be concise.
Need output only JSON with status, reason. For QM-FUM? Task is QM-DEE, no met_7_day keys. The prompt says "Items drawn from measure QM-FUM require two further keys" Not applicable. So keys status, reason only.
Need ensure status exactly "not_eligible". Reason under 30 words. "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only gestational diabetes O24.419, so never enters denominator." Count words around 18. Good.
Let's craft JSON.json{"status": "not_eligible", "reason": "No E10.- or E11.- diabetes diagnosis in2025 or 2026; only gestational diabetes O24.419, so never enters denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,704 tokens
We need answer JSON only. Need evaluate QM-DEE. Need understand measure. Member 40305, DOB 1996-06-05, age 30 on 2026-12-31 (eligible age 18-75). Enrolment continuous full year. History: 2026-03-11 obstetric visit diagnosis O24.419 gestational diabetes; 2026-05-20 obstetric visit same. No E10/E11 any claim in 2025 or 2026. No eye exam in 2025 or 2026. No enucleation, no hospice.
Need status. Eligible population: age yes, event: diabetes mellitus any E10/E11 codes documented on at least two outpatient claims distinct dates, or one acute inpatient discharge, during 2026/2025. Here only gestational diabetes O24.419, no E10./E11. So doesn't meet event. Thus never enters denominator => not_eligible. But check exclusions: E3 gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. This is exclusion. Hmm "Required Exclusions: E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." It says exclusions evaluated before numerator. But does E3 apply? Wait the event requires E10/E11 codes. E3 excludes people with gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. This likely means a person might have diabetes codes in claims? Let's parse. Eligible population event diabetes mellitus any E10/E11 code documented. Exclusion E3 removes those whose diabetes is gestational or steroid-induced only, with no other diabetes diagnosis. But if no E10/E11 at all, they are not eligible because no diabetes mellitus event. However, E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. This seems an exclusion for members who have diabetes diagnosis codes? Hmm Need distinguish.
The prompt says measure QM-DEE. Eligible population: Event diabetes mellitus (any E10.- or E11.- code) documented... Required Exclusions include E3 Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025.
.
In HEDIS style, for diabetes measures, denominator includes members with diabetes (often identified by codes), then exclusions exclude gestational diabetes or steroid-induced diabetes only? Wait HEDIS CDC? Actually QM-DEE likely "Diabetic Eye Examination" similar HEDIS DDE? Eligibility is members with diabetes (using outpatient or acute inpatient claims with diabetes diagnoses). Exclusion "gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis" means if a member has diabetes diagnosis codes but all are gestational/steroid, remove from denominator. If no diabetes code, not eligible. Here no E10/E11, only O24.419. So event not met. Thus not_eligible. But if E3 applies because gestational diabetes only no other diabetes? Hmm E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Could be exclusion from denominator, even if not event? But the eligibility event does not mention gestational. It explicitly requires E10/E11. So O24.419 not E10/E11. "during 2026 and 2025" maybe the record has O24.419 in 2026 and ? no 2025. Hmm.
Need decide status. The member "never enters denominator (age, event, or enrolment)" => not_eligible. Even if compliance event present. Here no numerator. Exclusions? Since event not met, not eligible. E3 refers gestational diabetes or steroid-induced diabetes only, no other diabetes diagnosis. Could this be an exclusion that removes members from denominator if they have "gestational diabetes or steroid-induced diabetes only" in 2026 and 2025, regardless of E10/E11? But then if only gestational diabetes, they'd not have met event anyway. Why include E3? In HEDIS, for diabetes measures, denominator includes members identified by diabetes codes; exclusions include people with gestational diabetes or steroid-induced diabetes only. Hmm Actually the event codes for diabetes might include "A1C"? Wait Let's examine. In QM-DEE spec, event "diabetes mellitus (any E10.- or E11.- code) documented..." So event only E10/E11. E3 "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Why need exclusion? Because maybe "diabetes mellitus" could be identified by O24? But no. Or perhaps "steroid-induced diabetes" has codes E09.-? Actually "other specified diabetes mellitus" E13? Steroid-induced diabetes is E13? No. The event is any E10/E11 code. Gestational diabetes is O24.4. E3 is irrelevant for eligibility if only O24. Maybe spec error from generic diabetes measure. But the given prompt includes E3 possible. Need use supplied material. We must decide exact status.
Let's carefully parse member record: "History: 2026-03-11 Obstetric visit, diagnosis O24.419, gestational diabetes. 2026-05-20 Obstetric visit, diagnosis O24.419. No E10.- or E11.- diagnosis on any claim in 2025 or 2026. No eye examination in 2025 or 2026. No enucleation, no hospice."
This record explicitly states no E10/E11. Thus event not satisfied. Should be not_eligible. But perhaps E3 exclusion says if gestational diabetes only, remove from denominator. Wait if not in denominator, "excluded" perhaps should be used because meets exclusion E3? The task says exclusions evaluated before numerator. A member who meets both an exclusion and numerator is "excluded". A member who never enters denominator is "not_eligible" even if compliance event present. So if member does not meet denominator event due no E10/E11, never enters denominator. Not_eligible. Exclusion E3 may be for those who do meet denominator event? But maybe "E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If a member has O24.419 only, they meet E3. But they also don't meet denominator event. In measure logic, exclusions are applied to denominator before numerator. To be excluded, must first be in denominator? Typically denominator inclusion criteria first; exclusions remove from denominator. A member with only gestational diabetes doesn't meet inclusion criteria because "diabetes" not present as E10/E11; but E3 exclusion could also apply if "gestational diabetes" diagnosis is present. But "excluded" indicates meets required exclusion, so removed from denominator. The user's definition: "excluded" meets a required exclusion, so removed from the denominator. "not_eligible" never enters the denominator (age, event, or enrolment)." If a member meets exclusion but not event? Hmm.
Need infer gold. Since prompt includes E3 exclusion "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2022026 and 2025." Member has gestational diabetes only in 2026. Exclusion E3 says gestational diabetes ... only, with no other diabetes diagnosis, during 2026 and 2025. It applies. Does it mean "excluded" status? But then eligibility event says diabetes mellitus (any E10.- or E11.- code) documented... During 2026 or 2025. There is no E10/E11. So the member never enters denominator. The rule "A member who never enters the denominator is not_eligible even if a compliance event is present" suggests even though they are gestational, no diabetes E codes means no event. So not_eligible, not excluded.
But why include E3? Could be a trap: The member has gestational diabetes only; the spec exclusion E3 says those with gestational diabetes or steroid-induced diabetes only with no other diabetes diagnosis during measurement and prior are excluded. But is an exclusion that applies regardless of E10/E11? Let's understand "gestational diabetes or steroid-induced diabetes only" means the member's diabetes diagnosis is gestational/steroid, not actual diabetes. In typical HEDIS "Diabetes' denominator includes members who had any of: at least two outpatient visits with diabetes diagnosis; or acute inpatient discharge with diabetes diagnosis. Diagnosis codes include E10, E11, E13, O24? Hmm Maybe HEDIS uses " " codes. For diabetes, include "diabetes mellitus" codes E08-E13? Actually ICD-10-CM diabetes mellitus codes E08-E13, plus O24? But HEDIS's "Diabetes" value set might include E10-E14? In the supplied spec, event specifically any E10.- or E11.- code. So gestational O24 not included.
The member has "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." That seems deliberately to confirm no event. So status not_eligible. Need required keys for QM-DEE only status, reason? The prompt says "Items drawn from measure QM-FUM require two further keys: met_7_day met_30_day". Here QM-DEE, so only status and reason. Need reply exactly JSON with "status", "reason". Reason under 30 words, naming specific criterion/date that decided it.
Need maybe mention no E10/E11 so denominator event not met. Could mention "No E10-/E11- diagnosis in 2025/2026, only O24.419 gestational diabetes; so fails diabetes mellitus event". Under 30 words. Need "one sentence, under 30 words". Good.
But let's ensure not "excluded" due E3. Let's examine definitions in prompt.
"Eligible Population (denominator)" includes Age, Event, Continuous enrolment. It doesn't say "diagnosed with diabetes by E10/E11" in general? It says 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. So member has O24.419 on two outpatient claims distinct dates 2026. Not E10/11. So Event no. Age yes. Enrolment yes. Not eligible because event.
"Required Exclusions" E1 bilateral enucleation, E2 hospice, E3 gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. This member has gestational diabetes only in2026, no other diabetes diagnosis. Could match E3. If exclusions considered before numerator, but after denominator? "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." This explicitly says never enters denominator => not_eligible even if compliance event present. Excluded status requires meets exclusion; but if they never enter denominator, they are not_eligible. Is there a statement that exclusions can be evaluated even if denominator not met? "Exclusions are evaluated before the numerator" not before denominator. So no.
.
Let's craft final JSON with status "not_eligible", reason. Need exactly one fenced JSON code block. No additional keys. Use JSON null? No.
.json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis in 2025 or 2026; only O24.419 gestational diabetes, so denominator event not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100Claude Haiku 4.5 · Anthropic27.9s · 2,298 out | 22.5s · 1,807 out | 18.1s · 1,193 out
Reasoning · 2,251 tokens
Let me work through this systematically against the QM-DEE measure specification.
**Step 1: Check eligibility for denominator (and overall eligibility)**
The denominator requires:
1. Age 18-75 as of 2026-12-31: Member is DOB 1996-06-05, so on 2026-12-31 they will be 30 years old. ✓ MEETS
2. Event - diabetes mellitus (E10.- or E11.- code) on either:
- At least two outpatient claims on distinct dates in 2026 or 2025, OR
- One acute inpatient discharge in 2026 or 2025
The record shows:
- 2026-03-11: Diagnosis O24.419 (gestational diabetes)
- 2026-05-20: Diagnosis O24.419 (gestational diabetes)
- "No E10.- or E11.- diagnosis on any claim in 2025 or 2026"
So the member has NO E10.- or E11.- codes. The only diabetes codes are O24.419 (gestational diabetes). This does NOT satisfy the event requirement. ✗ DOES NOT MEET
3. Continuous enrolment: 2026-01-01 through 2026-12-31, continuous. ✓ MEETS
**Evaluation:**
Since the member does not meet the Event requirement (no E10.- or E11.- diagnosis), they never enter the denominator at all. They are "not_eligible".
**Step 2: Check exclusions (for reference, though not applicable)**
- E1. Bilateral eye enucleation: No enucleation noted. ✓ Not excluded
- E2. Hospice: No hospice noted. ✓ Not excluded
- E3. Gestational/steroid-induced diabetes only, no other diabetes diagnosis: the member's only diabetes code is O24.419, which would normally trip this exclusion — but since they never satisfy the event requirement to enter the denominator, this is moot.
Per the scoring rules, exclusions only matter once someone is in the denominator; a member who never enters the denominator is "not_eligible" regardless of any compliance event present. So this member's status is determined at the denominator stage, not the exclusion stage.
Checking the three denominator criteria: age 18-75 ✓, continuous enrollment ✓, but the event requirement (E10.-/E11.- on 2+ outpatient dates or 1 inpatient discharge) fails — only O24.419 is present. Since one criterion fails, the member is not_eligible.
The reason should cite this specific failure concisely: "No E10 or E11 diabetes diagnosis documented; only gestational diabetes (O24.419) coded."
Confirming the Event requirement: it needs E10.-/E11.- codes on 2+ distinct outpatient dates or 1 inpatient discharge during 2025-2026. This member only has O24.419 (gestational, not true diabetes mellitus), despite having 2 outpatient dates (2026-03-11 and another).
The claim structure matches but the diagnosis codes don't qualify - O24.419 isn't E10.- or E11.-. So Event isn't met.
Status: not_eligible, reasoning the diagnosis codes don't satisfy the diabetes mellitus requirement.
Checking exclusion E3 (gestational/steroid-induced only) - need to determine if this applies before or after the Event check, per the evaluation order specified in the instructions.
Actually the logic is sequential: age → event → enrollment → exclusions → numerator. Since Event fails outright (no E10/E11 codes present), the member never enters the denominator, making the exclusion question moot.
Final: status "not_eligible", reason "No E10 or E11 diabetes mellitus diagnosis documented in 2025 or 2026."
Settling on: "No diabetes mellitus (E10/E11) diagnosis; gestational diabetes documented only." — 10 words, clear on what's absent versus present.
Checking the ground rules again for anything applicable: date formatting and dollar formatting rules don't matter here since neither appears in this reason. The output format should be:
```json
{
"status": "not_eligible",
"reason": "No diabetes mellitus (E10/E11) diagnosis; gestational diabetes documented only."
}
```
But I should double check the exclusion-before-numerator logic to make sure "not_eligible" is the right status rather than something exclusion-related.
With age 30 satisfying 18-75, continuous enrollment for the full year satisfying that criterion, but no E10/E11 codes present (only O24.419), the Event criterion fails — meaning the member never enters the denominator at all. That makes "not_eligible" the correct status, not "excluded" or "compliant."
The reason should point directly to the failed Event criterion: something like "No E10/E11 diabetes mellitus diagnosis documented; only gestational diabetes (O24.419) present."
```json
{
"status": "not_eligible",
"reason": "No E10/E11 diabetes mellitus diagnosis documented; gestational diabetes only."
}
```
json{
"status": "not_eligible",
"reason": "No E10/E11 diabetes mellitus diagnosis documented; gestational diabetes only."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,762 tokens
Let me work through this step by step according to QM-DEE (Diabetic Eye Examination) measure specification.
**Step 1: Check Eligibility (Denominator)**
Age requirement: Must be 18-75 years old as of 2026-12-31
- Member 40305: Born 1996-06-05, age 30 on 2026-12-31 ✓ MEETS
Event requirement: Diabetes mellitus (E10.- or E11.- codes) documented on:
- At least two outpatient claims on distinct dates OR
- One acute inpatient discharge
During 2026 or 2025
Member's history shows:
- 2026-03-11: O24.419 (gestational diabetes)
- 2026-05-20: O24.419 (gestational diabetes)
- No E10.- or E11.- diagnosis codes mentioned
O24.419 is gestational diabetes, NOT E10.- (type 1 diabetes) or E11.- (type 2 diabetes).
So the member does NOT meet the event requirement for the denominator. ✗ FAILS
Continuous enrolment: 2026-01-01 through 2026-12-31, continuous with no more than one gap of up to 45 days
- Member shows continuous enrollment 2026-01-01 through 2026-12-31 ✓ MEETS
**Step 2: Evaluate Required Exclusions** (only applicable if in denominator)
Since the member does NOT meet the event requirement for the denominator, they are NOT eligible. I should not evaluate exclusions because exclusions only apply to those in the denominator.
However, let me check the exclusions anyway to understand the full picture:
E1. Bilateral eye enucleation: Not documented ✓ Does not exclude
E2. Hospice: Not documented ✓ Does not exclude
E3. Gestational or steroid-induced diabetes only, no other diabetes diagnosis in 2026 or 2025 — this matches the member's situation exactly, but it's moot since they never qualified for the denominator in the first place.
**Step 3: Determine Status**
The member fails the denominator outright since only gestational diabetes codes appear, never true E10.-/E11.- diabetes.
Status: "not_eligible"
Reason (concise, under 30 words): "Required E10.-/E11.- diabetes codes not found; only gestational diabetes documented."
This aligns with the age/event/enrolment framework - the member satisfies age and enrolment but fails the event requirement since gestational diabetes alone doesn't qualify without E10.-/E11.- codes for type 1 or 2 diabetes.
"Event requirement not met: only gestational diabetes (O24.4) documented, no E10.-/E11.- diabetes mellitus code present."
That captures the specific reason. Checking word count and clarity before finalizing.
ient claims on distinct dates of service, or on one acute inpatient discharge, during 2026 or 2025."
Confirming: no E10.-/E11.- codes present anywhere in the claims.
"Required E10.-/E11.- diabetes mellitus diagnosis not found." — 6 words, clear and specific.
Double-checking member 40305: DOB 1996-06-05, age 30 on 2026-12-31, meets age criteria. Enrollment 2026-01-01 to 2026-12-31 continuous, satisfies enrollment requirement. But the 2026-03-11 diagnosis is O24.419 (gestational diabetes), not E10./E11.
- 2026-05-20: also O24.419, still gestational, not qualifying
- No E10.-/E11.- codes anywhere → event requirement fails
Final status: "not_eligible" — fails the diabetes diagnosis event requirement, reason as stated above.
json{
"status": "not_eligible",
"reason": "Required E10.-/E11.- diabetes mellitus diagnosis not found."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 1,139 tokens
Let me work through this step by step using the QM-DEE measure specification.
**Member Details:**
- DOB: 1996-06-05
- Age on 2026-12-31: 30 years old
- Enrolment: 2026-01-01 through 2026-12-31, continuous (no gaps)
- Diagnosis history: O24.419 (gestational diabetes) on 2026-03-11 and 2026-05-20
- No E10.- or E11.- diagnoses in 2025 or 2026
- No eye examination in 2025 or 2026
- No enucleation, no hospice
**Step 1: Check if member is in the denominator (eligible population)**
Denominator requirements:
1. Age: 18 through 75 years as of 2026-12-31 ✓ (member is 30)
2. Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates, or on one acute inpatient discharge, during 2026 or 2025. ✗ (member has O24.419, which is gestational diabetes, not E10.- or E11.-)
3. Continuous enrolment: full measurement year with no more than one gap of up to 45 days ✓ (continuous from 2026-01-01 through 2026-12-31)
The member does NOT meet the Event criterion. The member has gestational diabetes (O24.419), not diabetes mellitus (E10.- or E11.-).
**Step 2: Check exclusions**
E1. Bilateral eye enucleation any time on or before 2026-12-31 - No ✓
E2. Hospice at any time during the measurement year - No ✓
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025 - YES, this applies.
But since Step 1 already fails on the Event criterion, the member never enters the denominator in the first place—so exclusions become moot. The absence of any E10.- or E11.- code means this person simply isn't an "Event"-positive diabetic per the spec, making them "not_eligible" rather than "excluded." Still, it's worth noting E3 exists precisely for cases like this: gestational-only diabetes, reinforcing that the correct classification here is not_eligible, since exclusion status only matters for someone already in the denominator.
) codes fall outside this scope, so the Event criterion isn't satisfied.
Status: "not_eligible"
Reason: "No diabetes mellitus (E10.- or E11.-) diagnosed in 2025 or 2026."
Checking the criteria: age fits, continuous enrolment fits, but Event fails since gestational diabetes doesn't count as diabetes mellitus for this measure. Without the Event, the member can't enter the denominator at all.
A tighter version: "No E10.- or E11.- diabetes mellitus diagnosis in 2025 or 2026."
json{
"status": "not_eligible",
"reason": "No diabetes mellitus (E10.- or E11.-) diagnosed in 2025 or 2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}100DeepSeek V3.2 · DeepSeek2.3s · 38 out | 1.6s · 35 out | 1.5s · 38 out
json{
"status": "not_eligible",
"reason": "Member lacks two outpatient or one inpatient E10.-/E11.- diagnosis events."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on required claims."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{
"status": "not_eligible",
"reason": "No diabetes mellitus (E10.-, E11.-) diagnosis in the required timeframe."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}67GLM-5.3 · Z.ai51.6s · 10,000 out | 2.2s · 495 out | 6.0s · 496 out
Reasoning · 10,000 tokens
Let me work through this measure.
Member 40305:
- Age: 30 on 2026-12-31 — within 18-75. ✓
- 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. The member has O24.419 (gestational diabetes) on two claims, but O24 codes are not E10.- or E11.- codes. So the event criterion is NOT met. The member never enters the denominator.
- Continuous enrolment: full year, continuous. ✓
Since the event criterion fails, the member never enters the denominator → "not_eligible".
Status: "not_eligible"
Reason: One sentence, under 30 words, naming the specific criterion or date that decided it. Something like: "No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; gestational diabetes (O24.419) does not satisfy the denominator event criterion."
Wait, but there's also the exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." Hmm. The exclusion E3 applies to members who are in the denominator but have only gestational/steroid-induced diabetes. But wait — the denominator event requires E10.- or E11.- codes. O24.419 is gestational diabetes, which is an O24 code, not E10/E11. So the member doesn't meet the event criterion at all.
Hmm, but wait. Let me think about this. If the denominator requires E10.- or E11.- codes, and the member only has O24.419, then the member never enters the denominator. But E3 exists as an exclusion — which implies that somehow a member with gestational diabetes could enter the denominator. Perhaps in practice, the event criterion might be interpreted more broadly... Actually, the exclusion E3 exists precisely to catch members who have gestational diabetes codes AND diabetes codes (or perhaps the measure's event logic in the real world includes other diabetes codes). But here the specification strictly says E10.- or E11.-.
Hmm, this is a bit of a trap. Two possible readings:
1. The member has no E10/E11 codes, so never enters the denominator → not_eligible.
2. The member has gestational diabetes which... but that doesn't satisfy the event as written.
The measure specification as supplied governs. The event criterion is explicitly "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 O24.419 on two claims. O24.419 is not an E10.- or E11.- code. So the event is not met. The member never enters the denominator → not_eligible.
But wait — could E3 be intended to capture this? E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If a member has only gestational diabetes, they'd be excluded. But exclusion applies to members in the denominator. If the member never enters the denominator (because gestational diabetes isn't an E10/E11 code), then not_eligible.
Hmm, but there's tension: why would E3 exist if gestational diabetes can't even trigger the event? Possibly because in some cases, a patient might have gestational diabetes AND an E11 code (e.g., a mis-coded claim or steroid-induced with E11). E3 would then exclude them. Or perhaps the measure's event definition in the real world includes broader codes, and E3 is a safety net.
The task instructions say: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
The order of evaluation: first determine denominator eligibility (age, event, continuous enrolment). If not in denominator → not_eligible. Then exclusions. Then numerator.
Here, the event fails. So not_eligible.
But hold on — should the exclusion E3 apply first? The status definitions: "excluded" means "meets a required exclusion, so removed from the denominator". This implies the member was in the denominator and then removed. But if the member never entered the denominator, not_eligible.
Hmm, but one could argue: the member has gestational diabetes, which meets E3, so they'd be excluded. But E3 requires being in the denominator first. The member can't be in the denominator without an E10/E11 code.
Actually, let me reconsider. Perhaps the intended interpretation is that the event criterion is diabetes mellitus — and the specification parenthetically says "any E10.- or E11.- code". Gestational diabetes (O24.419) is a form of diabetes mellitus in a broad clinical sense, but the specification explicitly restricts to E10.- and E11.- codes. ICD-10 O24.419 is "Gestational diabetes mellitus in pregnancy, diet controlled" (roughly). It's in chapter 15 (pregnancy), not chapter 4 (endocrine). The spec says E10.- or E11.- only.
So strictly, the member does not meet the event criterion → not_eligible.
Hmm, but then E3 would be pointless in this specification... unless the test designers wanted to test exactly this: does the analyst realize that gestational diabetes alone doesn't satisfy the event criterion, making the member not_eligible rather than excluded? Or does the analyst incorrectly apply E3 and say excluded?
The status definitions are clear:
- "excluded": meets a required exclusion, so removed from the denominator — this presupposes denominator membership.
- "not_eligible": never enters the denominator (age, event, or enrolment).
The member fails the event criterion. So not_eligible.
Hmm, but wait. Let me think again about whether gestational diabetes could count as the "event". The event says "diabetes mellitus (any E10.- or E11.- code)". The parenthetical defines what codes count. O24.419 is not E10 or E11. So no.
Also note: E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This exclusion would apply to a member who somehow entered the denominator — e.g., a member with an E11 code on one claim (entering the denominator... wait, no, they'd need two outpatient claims or one inpatient discharge). Hmm, if a member had E11 on two claims plus gestational diabetes, they'd be in the denominator and E3 wouldn't apply because they have "other diabetes diagnosis" (E11). If a member had gestational diabetes and steroid-induced diabetes only, no E10/E11, they wouldn't enter the denominator anyway.
Actually, E3 seems designed for the real-world HEDIS measure where the denominator event includes a broader set of diabetes codes (in HEDIS CDC, the event is diabetes diagnosis with specified codes, and exclusion excludes gestational diabetes... actually in real HEDIS, gestational diabetes is not part of the event). Hmm.
In the real HEDIS Comprehensive Diabetes Care measure, diabetes diagnoses include E10-E14 and other codes (250.xx historically, and includes "diabetes insipidus"? no). Actually, HEDIS CDC excludes members with gestational diabetes... Let me recall: HEDIS CDC denominator: members 18-75 with diabetes (type 1 or type 2 diagnosis). Exclusions include members in hospice, etc. I don't think gestational diabetes triggers the denominator.
Anyway, this is a synthetic spec. The spec governs. The event requires E10.- or E11.-. The member has none. → not_eligible.
But hmm, there's a real tension here. Let me think about what the test designer intended. The record deliberately includes: gestational diabetes on two claims, no E10/E11, no eye exam. The question is whether the answer is "excluded" (via E3) or "not_eligible" (event not met).
The status definition for "not_eligible": "never enters the denominator (age, event, or enrolment)". The event criterion is not met → not_eligible.
The status definition for "excluded": "meets a required exclusion, so removed from the denominator". For E3 to apply, the member would need to be in the denominator first. But you can't be in the denominator without meeting the event.
However — one could argue E3 is a "required exclusion" that takes precedence: "Exclusions are evaluated before the numerator." But exclusions are evaluated before the numerator, not before denominator eligibility. The task says: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record."
Hmm, so the ordering is: denominator eligibility → exclusions → numerator. The member fails at denominator eligibility.
But wait — maybe the designer intends: the member has gestational diabetes, which is a "diabetes mellitus" in a clinical sense... but the spec explicitly says "any E10.- or E11.- code". The record explicitly says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." That's a strong signal that the event is not met. And the reason E3 exists in the spec might be as a distractor, or to test whether analysts conflate gestational diabetes with the diabetes event.
Actually, hmm, let me reconsider: maybe the designer intends E3 to be the answer, i.e., "excluded". The member has gestational diabetes only. E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." The member has O24.419 on 2026-03-11 and 2026-05-20, and no other diabetes diagnosis. So E3 is literally met.
The question is whether the member enters the denominator first. The event criterion is not met (no E10/E11). So strictly, not_eligible.
Hmm, but then why does the spec include E3 at all? In the real HEDis-like measure, the event might include any diabetes code, and then gestational diabetes is excluded. But here the spec restricts the event to E10/E11. So E3 would be redundant... unless the spec is testing that the analyst applies the event criterion strictly.
Actually, in the real HEDIS CDC measure, the denominator event includes pharmacy dispenses and diabetes diagnoses, and gestational diabetes (O24) is NOT an event. Hmm. Actually, in HEDIS, "members with a diagnosis of diabetes" — the value set includes E10-E13 (or similar), and I believe O24 is not included. But there is an exclusion... Hmm, actually in the real HEDIS measure, there's no gestational diabetes exclusion because gestational diabetes isn't an event.
Wait, but in this synthetic spec, E3 explicitly exists as a "required exclusion". If the event is strictly E10/E11, when would E3 ever fire? Consider: a member with steroid-induced diabetes might have an E11 code? No — steroid-induced diabetes... hmm, actually drug-induced diabetes has code E11.9? No wait. Steroid-induced hyperglycemia is E11.9? Let me think. ICD-10: drug-induced diabetes... hmm, actually there might not be a specific code; some coders use E11.9 with the steroid as secondary. Hmm, in practice, steroid-induced diabetes is often coded E11.x with a drug-induced flag... Actually no, there's E11 for type 2 diabetes; drug-induced diabetes doesn't have its own category; some use E11.9. Hmm.
Actually, consider: a pregnant member with pre-existing type 2 diabetes gets O24.112 or E11 on claims... The spec's E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis". So if a member had an E11 code (entering denominator) AND gestational diabetes, E3 wouldn't apply ("with no other diabetes diagnosis"). If a member had gestational diabetes only (O24 only), they wouldn't enter the denominator (no E10/E11).
So E3 in this spec is... essentially dead letter? Unless the event is meant more broadly. Hmm.
Unless... the designer wants the analyst to treat gestational diabetes as entering the denominator somehow. Let me re-read the event: "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."
Strictly: E10.- or E11.- codes. O24.419 is neither. So the member has no qualifying event.
Hmm, but hold on. Is there an argument that O24.419 should be treated as "diabetes mellitus"? The parenthetical "(any E10.- or E11.- code)" is definitional — it says what codes count. The member record explicitly states "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." This statement in the record is clearly there to settle the code question. So the event is not met.
So: not_eligible.
But then, E3's presence... The task's guidance: "Where a task offers an 'insufficient information' or 'pend' answer..." — not relevant here. The key question: excluded vs. not_eligible.
Let me think about the design of this evaluation item. The member record:
- Age 30 ✓ (in range)
- Continuous enrolment ✓
- Gestational diabetes on two claims
- No E10/E11
- No eye exam
- No enucleation, no hospice
If the answer were "excluded" via E3, the designer would presumably want the member to have entered the denominator. But the member can't enter the denominator without E10/E11. So the answer should be "not_eligible" — the member never enters the denominator due to the event criterion.
Hmm, but actually, wait. Let me reconsider. Maybe the designer intends a different reading: perhaps "diabetes mellitus" is the event, and the parenthetical lists examples ("any E10.- or E11.- code")... and O24.419 is "gestational diabetes mellitus" which contains "diabetes mellitus" in its name. Hmm. But the record says "No E10.- or E11.- diagnosis" — if the designer wanted the member to enter the denominator via gestational diabetes, they wouldn't need that line.
Actually, the line "No E10.- or E11.- diagnosis on any claim in 2025 or 2026" is deliberately placed to make the event determination crisp: the event is NOT met. So the answer is not_eligible.
And the E3 exclusion... The task says exclusions are evaluated before the numerator, and a member who meets both an exclusion and the numerator is excluded. But the member never enters the denominator. The status definitions are explicit:
- "excluded": "meets a required exclusion, so removed from the denominator"
- "not_eligible": "never enters the denominator (age, event, or enrolment)"
Since the event criterion fails, the member never enters the denominator → not_eligible.
Hmm, but hold on, let me consider the alternative more carefully, because this is genuinely ambiguous and the grader has a gold answer. Which would the gold answer be?
Consider the designer's perspective: they wrote the spec with E3 as a "required exclusion". They then wrote a member record with gestational diabetes only. Why? Two possibilities:
A) They want to test that the analyst recognizes the member doesn't meet the denominator event (E10/E11 required), so not_eligible. The E3 exclusion is a distractor testing whether the analyst incorrectly excludes someone who was never in the denominator. The record line "No E10.- or E11.- diagnosis" supports this — it's the deciding fact.
B) They want to test that the analyst applies E3 → excluded. In this case, the designer would think of the flow as: age ✓, event — hmm, but the event requires E10/E11...
For B to work, the designer would need to believe gestational diabetes satisfies the event. But the spec explicitly says E10.- or E11.-. And the record explicitly says no E10/E11. A well-designed gold answer would be A.
Moreover, in the real world (HEDIS CDC), gestational diabetes does not qualify you for the denominator; you're just not in the measure. The E3-style exclusion exists in measures like... hmm, actually in HEDIS there's a similar exclusion pattern in some measures. Actually, in the real HEDIS FUA measure, there are exclusions. In CDC, exclusions: hospice, etc. Hmm, but for the "Diabetes" measures, members with gestational diabetes only are simply not in the denominator.
Wait, actually — I recall that in HEDIS CDC, the diagnosis codes for diabetes include E10-E14 range... and O24 (gestational) is not included. There's also an exclusion for members with "polycystic ovarian syndrome" no wait. Hmm, actually there IS an exclusion in some diabetes measures... Let me not go down this path; the synthetic spec governs.
The key structural point: exclusions remove members from the denominator; not_eligible means never entering the denominator. The event is the gate to the denominator. No E10/E11 → no denominator entry → not_eligible.
But hmm, wait. Let me reconsider once more. Is there any reading where the event is met? "diabetes mellitus (any E10.- or E11.- code)" — O24.419 is "gestational diabetes mellitus". The parenthetical could be read as an elaboration: diabetes mellitus, meaning any E10 or E11 code. O24 is not E10 or E11. So no.
Alternatively, maybe the designer intends the two O24.419 claims on distinct dates (2026-03-11 and 2026-05-20) to satisfy the "two outpatient claims on distinct dates of service" pattern — but with the wrong code. The explicit "No E10.- or E11.-" line negates that.
I'm fairly confident the intended answer is... hmm. Let me weigh again.
Actually, let me think about why E3 is in the spec at all. Perhaps for other test items in this family: e.g., a member with an E11 code on two claims AND gestational diabetes? No — E3 requires "no other diabetes diagnosis". Hmm. A member with steroid-induced diabetes coded as... hmm, steroid-induced diabetes: ICD-10 doesn't have a specific "steroid-induced diabetes" code; it's typically E11.9 or E13/E14? Actually, "drug induced diabetes mellitus" might be coded to E11 with an external cause code, or... hmm. Some sources code steroid-induced diabetes as E11.9 (type 2 DM) with the medication. Hmm, but then "steroid-induced diabetes only, with no other diabetes diagnosis" — if it's coded E11, that IS an E11 diagnosis. Ugh.
OK here's another thought: maybe E3 exists precisely to create the ambiguity in THIS item, and the gold answer is "excluded". The designer might reason: the member has diabetes-related claims (gestational), meets age and enrolment, and E3 says gestational-diabetes-only members are excluded. The flow: denominator (age ✓, event — gestational diabetes counts as diabetes? or maybe the designer thinks the event check happens with a broader net) → excluded by E3.
But the spec's event is unambiguous: "any E10.- or E11.- code". And the record states "No E10.- or E11.- diagnosis on any claim in 2025 or 2026." That line exists solely to establish that the event is not met. If the gold answer were "excluded", that line would be confusing but consistent (the member never had E10/E11; gestational diabetes only; so E3 applies... but wait, E3 only removes from the denominator members who are IN it).
Hmm, hmm. Let me look at the status definition for "not_eligible" again: "never enters the denominator (age, event, or enrolment)". "event" is explicitly listed as a reason for not_eligible. This member fails the event. So not_eligible is a natural fit.
And "excluded": "meets a required exclusion, so removed from the denominator". The word "removed from the denominator" implies prior membership.
The logical chain: Event not met → never enters denominator → not_eligible. Exclusions don't come into play because exclusions operate on the denominator.
Also the task family instructions: "Exclusions are evaluated before the numerator." — this orders exclusions vs. numerator, not exclusions vs. denominator eligibility. And: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." — reinforces that denominator entry is assessed first.
Hmm, but actually — wait. Could one argue that E3 is meant to be evaluated at the same stage as the event, i.e., a member with gestational diabetes claims is "pulled into" the denominator by any diabetes-ish claim and then excluded? In many real measure specs (e.g., HEDIS), exclusions are separate value sets that can share codes with... no. In HEDIS, exclusion diagnoses are checked among members who met the event. If you never met the event, you're not in the denominator, and whether you also ha[empty response]Grader detail
json{
"reason": "response did not contain parseable JSON"
}Reasoning · 426 tokens
Let me work through this.
Member 40305. DOB 1996-06-05, so 30 years old on 2026-12-31. Age 18-75: yes, eligible by age.
Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2026 or 2025.
The member has O24.419 (gestational diabetes) — but O24.- codes are not E10.- or E11.- codes. The event criterion requires E10.- or E11.- diagnosis. The record explicitly says "No E10.- or E11.- diagnosis on any claim in 2025 or 2026."
So the member never enters the denominator — no qualifying diabetes event. Status: "not_eligible".
The exclusion E3 (gestational diabetes only) applies to members in the denominator — but she's not in the denominator because the event criterion requires E10.- or E11.-. Gestational diabetes O24.419 doesn't count as the diabetes event.
So status is "not_eligible" — never enters the denominator (event criterion not met).
Per the task family instructions: "A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." Here there's no compliance event anyway.
This is not a QM-FUM item, so no met_7_day/met_30_day keys required. The task says "Items drawn from measure QM-FUM require two further keys" — this is QM-DEE, so no extra keys.
Required keys: "status" and "reason".
Reason: one sentence, under 30 words, naming the specific criterion or date that decided it. Something like: "Only O24.419 gestational diabetes diagnoses are documented; no E10.- or E11.- code exists in 2025 or 2026, so the denominator event criterion is not met."
Status: "not_eligible".json{
"status": "not_eligible",
"reason": "Denominator event criterion not met: no E10.- or E11.- diabetes diagnosis on any 2025 or 2026 claim, only O24.419 gestational diabetes codes."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 433 tokens
Let me work through QM-DEE for member 40305.
Age: 30 as of 2026-12-31 — meets age criterion (18-75).
Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims on distinct dates of service, or one acute inpatient discharge, during 2026 or 2025.
The member has O24.419 (gestational diabetes) on two claims, but no E10.- or E11.- diagnosis. So the event criterion is NOT met. The member never enters the denominator.
Wait — but there's an exclusion E3: Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis. Exclusions are evaluated before the numerator, but exclusions only remove members from the denominator — you have to be in the denominator first. The task says: "not_eligible" — never enters the denominator (age, event, or enrolment). A member who never enters the denominator is "not_eligible" even if a compliance event is present.
The E3 exclusion is about members who have diabetes (E10/E11) plus gestational diabetes only... Actually in real HEDIS, the exclusion applies to members in the denominator. Here, since the member has no E10.-/E11.- code at all, they fail the event criterion and never enter the denominator. So status is "not_eligible".
Reason: No E10.- or E11.- diabetes diagnosis on any claim in 2025 or 2026; gestational diabetes (O24.419) alone does not satisfy the event criterion, so the member never enters the denominator.
Under 30 words: "No E10.- or E11.- diabetes diagnosis in 2025 or 2026; gestational diabetes (O24.419) alone does not meet the denominator event criterion." That's about 24 words.
QM-DEE doesn't require met_7_day/met_30_day keys — those are only for QM-FUM. So just status and reason.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on any 2025 or 2026 claim; gestational diabetes (O24.419) alone does not satisfy the denominator event criterion."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}67Qwen3.8 Flash · Alibaba26.5s · 1,640 out | 46.7s · 2,207 out | 33.8s · 3,150 out
Reasoning · 1,580 tokens
We need answer JSON only. Need evaluate QM-DEE. Need determine status. Measure: measurement year 2026. Denominator: age 18 through 75 as of 2026-12-31. Member age 30 ok. Event: diabetes mellitus (any E10.- or E11.- code) documented on at least two outpatient claims distinct dates or one acute inpatient discharge during 2026/2025. Record: obstetric visits diagnosis O24.419 gestational diabetes only. No E10/E11. Continuous ok. Exclusion E3 gestational diabetes or steroid-induced diabetes only, no other diabetes dx during 2026 and 2025. But note task: place member against spec. A member who never enters denominator is not_eligible. Exclusions evaluated before numerator. Need decide not_eligible due to lacking event (E10/E11) despite also exclusion? Exclusion E3 requires gestational only, which he has. But eligible population requires event. Usually denominator event first? In HEDIS: exclusion removes from denominator if eligible population includes. Here: status options: excluded = meets required exclusion, so removed from denominator; not_eligible = never enters denominator (age, event, enrolment). Need evaluate eligibility and exclusion. Since has gestational diabetes only, no E10/E11. Under denominator event requires E10/E11, so never enters. Exclusion E3 says gestational/steroid only, no other diabetes during 2026/2025. If member never enters because no qualifying event, status should be not_eligible rather than excluded? Need read hierarchy: "Exclusions are evaluated before the numerator. A member who meets both an exclusion and the numerator is 'excluded', not 'compliant'. A member who never enters the denominator is 'not_eligible' even if a compliance event is present in the record." It doesn't explicitly state eligibility vs exclusion precedence. Usually if never eligible due to no event, not_eligible. Required exclusions apply to members in eligible population? But E3 is to exclude gestational diabetes only from denominator? Wait if event requires E10/E11, then someone with gestational diabetes only would not be in denominator anyway. But E3 in HEDIS maybe denominator is age 18-75 with diabetes based on diagnosis codes, and exclusion gestational/steroid only. In this spec says event: diabetes mellitus (any E10/E11) etc. Then exclusion: gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis. This could apply to someone with qualifying event (e.g. E10/E11 plus gestational?) But here no E10/E11. Which status expected? Need infer. Task says items drawn from QM-FUM not relevant. Need not_eligible reason specific criterion/date. Since no E10/E11 event. Could also say gestational only exclusion? Need choose based on order. It says eligible population: age, event, continuous. Exclusions. "A member who never enters the denominator is 'not_eligible' even if a compliance event is present." Thus eligibility criteria first? If no event, not eligible. So status not_eligible. Reason: No E10.- or E11.- diabetes claim in 2025 or 2026, so never enters denominator. Need under 30 words. JSON only.
Double-check if O24.419 is gestational diabetes preexisting? It says obstetric visits, diagnosis O24.419, gestational diabetes. No E10/E11. Age ok. Enrolment ok. No numerator. Exclusion E3: "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If they meet exclusion, maybe status excluded? But if excluded means meets required exclusion, so removed from denominator. Removed from denominator implies in denominator? Yet "never enters denominator (age, event, enrolment)" includes event. If event is diabetes only E10/E11, gestational doesn't count event. So not_eligible. In HEDIS, eligible pop includes members 18-75 with diabetes based on diagnosis codes (E11) etc. Gestational only would not be in denominator unless using exclusion? Actually HEDIS DEE denominator includes continuous enrolment age 18-75 during measurement year, with diabetes diagnosis based on at least 2 outpatient claims distinct dates or one inpatient discharge. Diabetes is defined by ICD-10-CM codes including O24? Maybe measure uses specific codes? Here spec says event E10/E11 only. So gestational only no event. Then E3 maybe redundant. But scoring likely tests exclusion vs not eligible? Let's parse instruction: "ELIGIBLE POPULATION (denominator) Age: ... Event: diabetes mellitus (any E10.- or E11.- code) ... REQUIRED EXCLUSIONS ... E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." In a real measure, they might first identify eligible population as all diabetes (maybe broad) then exclude gestational. But they explicitly narrowed event to E10/E11. Hmm maybe O24 is gestational, not E10/E11, so never enters. Why include E3 then? Because someone can have gestational diabetes only plus some E10/E11? No, no other diabetes dx. If gestational only and no E10/E11, exclusion not needed. It may be included for clarity. But "not_eligible never enters denominator (age, event, enrolment)" vs "excluded meets required exclusion". Which one if both? Need prioritize? Usually exclusions evaluated after denominator? The prompt says exclusions evaluated before numerator; not before eligibility. So if not eligible, not excluded. Also "A member who never enters denominator is not_eligible even if compliance event" supports. Thus not_eligible.
Need ensure JSON keys only status, reason? Since not QM-FUM no met keys. Include exactly two. Reason under 30 words. Need no preamble, fenced JSON. Ensure money? no. Use ISO dates? reason can include.
Possible reason: "No E10.- or E11.- diabetes event in 2025 or 2026, so member never enters the denominator." Word count: No(1) E10.-? Maybe E10.- counts? 2? Let's count: "No E10.- or E11.- diabetes event in 2025 or 2026, so member never enters the denominator." No=1 E10.-=2 or=3 E11.-=4 diabetes=5 event=6 in=7 2025=8 or=9 2026=10 so=11 member=12 never=13 enters=14 the=15 denominator=16. Good.
Could include date? "No E10.- or E11.- diagnosis on qualifying claims during 2025 or 2026." Good.
Need final JSON only.
json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes event in 2025 or 2026, so member never enters the denominator."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,152 tokens
We need answer in JSON only. Need analyze task.
We have measure QM-DEE. Need status, reason. Member DOB 1996-06-05 age 30 on 2026-12-31 eligible age. Continuous enrolment full year. Event: diabetes mellitus any E10.- or E11.- documented on at least two outpatient claims distinct dates, or one acute inpatient discharge, during 2026/2025. Record has O24.419 gestational diabetes only, no E10/E11. So denominator event not met. Exclusions: E3 Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. But exclusions evaluated before numerator, status categories: excluded meets a required exclusion, removed from denominator. not_eligible never enters denominator (age, event, enrolment). Need decide E3 applies? Member has gestational diabetes only and no E10/E11. This exclusion seems specifically for gestational diabetes only. But also never enters denominator due to no E10/E11. Which status takes precedence? Prompt says exclusions evaluated before numerator. A member who never enters denominator is not_eligible even if compliance event present. It doesn't explicitly say exclusions vs eligibility. Status definitions: excluded meets a required exclusion, so removed from denominator; not_eligible never enters denominator (age, event, enrolment). If no event, never enters denominator, so not_eligible. But E3 also says gestational diabetes only. Required exclusions likely remove members with gestational diabetes from diabetes measure if they have it. But event requirement is E10/E11; gestational O24.419 is not denominator. The hierarchy in quality measure: denominator includes age/event/enrolment. Exclusions are required exclusions removed from denominator. If they don't meet denominator, status not_eligible, not excluded? The task says place member against specification. "not_eligible never enters the denominator (age, event, or enrolment)." So missing event = not_eligible. Even if E3, E3 may be irrelevant because E3 is for gestational diabetes only, but it says with no other diabetes diagnosis. But if denominator requires E10/E11, gestational only never in denominator. Yet E3 is a required exclusion. If status excluded meets a required exclusion, removed from denominator. Does "removed from denominator" imply only if denominator otherwise? In HEDIS, exclusions remove members who meet denominator. But here categories say not_eligible never enters denominator. Need infer expected.
Need reason under 30 words naming specific criterion/date. Could be "No E10.- or E11.- diabetes diagnosis on qualifying claims during 2025–2026." This is event eligibility. Or exclusion: "Gestational diabetes only with no other diabetes diagnosis, requiring exclusion E3." Which is correct? Let's parse: QM-DEE ELIGIBLE POPULATION (denominator) includes event. Required exclusions include E3. If member record: gestational diabetes O24.419, no E10/E11. The E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This exactly describes. It says exclusions evaluated before numerator, not before eligibility. But status excluded meets a required exclusion, so removed from denominator. The categories: not_eligible never enters denominator (age, event, or enrolment). Which is more specific? Since E3 is an exclusion, they might expect excluded because gestational only. But if event missing due no E10/E11, they never enter denominator. Need choose likely gold.
The problem says: "Place the member against the specification. ... status ... excluded meets a required exclusion, so removed from the denominator ... not_eligible never enters the denominator (age, event, or enrolment)." It emphasizes exclusions before numerator. A member who meets both exclusion and numerator is excluded. A member who never enters denominator is not_eligible even if compliance event present. This establishes not_eligible vs numerator/exclusion? Actually says A member who never enters denominator is not_eligible even if compliance event present. Since compliance event numerator is irrelevant if not eligible. So denominator eligibility first? The required exclusions are "removed from the denominator". Usually to be excluded from denominator, must be in denominator? It says "meets a required exclusion, so removed from the denominator" not "before denominator". But category not_eligible says never enters denominator age/event/enrolment. If no event, never enters denominator. Therefore status not_eligible. However E3 is required exclusion. If record has gestational diabetes only, no other diabetes diagnosis, that is exactly E3. But if no event, E3 also would apply? The status definitions are mutually exclusive? It says exactly one. We need prioritize not_eligible? They gave explicit: exclusions evaluated before numerator. A member who meets both exclusion and numerator is excluded. That suggests exclusions can override numerator, but not necessarily eligibility. They did not explicitly say exclusions evaluated before denominator. In quality measure logic, denominator = eligible population, then exclusions remove from denominator. If no event = denominator false, status not_eligible. Exclusion maybe only if denominator true. But some systems might apply exclusions regardless. Which is gold? Need infer from prompt examples? Not many.
Member has DOB age, continuous, event not met. They likely expect not_eligible due event criterion. But they include E3 and history gestational only to tempt exclusion. Which answer is more correct? Let's scrutinize language:
"ELIGIBLE POPULATION (denominator)
Age...
Event...
Continuous enrolment...
NUMERATOR...
REQUIRED EXCLUSIONS
E1...
E2...
E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025."
Status "excluded" meets a required exclusion, so removed from the denominator. "not_eligible" never enters the denominator (age, event, or enrolment). "A member who never enters the denominator is not_eligible even if a compliance event is present in the record." That means if denominator conditions fail, not_eligible takes precedence over numerator. It doesn't directly say precedence over exclusions. But "removed from the denominator" suggests you must be in denominator to be removed. If event fails, never enters denominator. E3 describes gestational only; since event fails, never enters denominator. But if denominator includes diabetes event and exclusions include gestational only, they may consider E3 as required exclusion for diabetes diagnosis? Wait event requires any E10/E11. Gestational O24 is not event. But E3 says no other diabetes diagnosis; if no E10/E11, could be excluded. In many HEDIS specs, denominator is diabetes diagnosis, then exclusion for gestational diabetes? But denominator would include gestational? Hmm HEDIS diabetes measure may define diabetes with E10/E11 only? Maybe gestational is exclusion if included in broader diabetes definition. But given event says E10/E11, gestational doesn't enter denominator. Yet E3 included likely to test precedence of exclusion over numerator? Let's check member no eye exam. If status not_eligible, reason no E10/E11. If status excluded, reason E3. Which fits "Items drawn from measure QM-FUM" not relevant.
Need reason under 30 words. Could mention both: "No E10.- or E11.- diagnosis for denominator; gestational diabetes alone would also trigger exclusion E3." But status must one. They may want specific criterion. If under 30 words, could be "No qualifying E10.- or E11.- diagnosis in 2025–2026; never enters denominator." Good.
Need think about scoring: fields status and reason. Reason may be compared fuzzy? Need exact? "one sentence, under 30 words, naming the specific criterion or date". If status is not_eligible, reason should name criterion. If excluded, reason name E3. We need choose.
Let's consider formal logic:
Denominator = Age AND Event AND Continuous. Exclusions = E1 OR E2 OR E3. Status:
- not_eligible if NOT (Age AND Event AND Continuous)? But excluded if meets exclusion? Could be order: exclusions before numerator only. They say exclusions evaluated before numerator. Not denominator. So denominator first, exclusions next. Thus not_eligible if not denominator regardless exclusions. If denominator true and exclusion true -> excluded. So here denominator false (Event false), so not_eligible. E3 irrelevant because not in denominator. This is standard. Use status not_eligible.
Need ensure reason: No E10.- or E11.- diabetes claim during 2025–2026; gestational diabetes does not meet event criterion. This is under 30? Let's count: No(1) E10.-2 or3 E11.-4 diabetes5 claim6 during7 2025–2026;8 gestational9 diabetes10 does11 not12 meet13 event14 criterion15. Good. Maybe date: "No E10.- or E11.- diagnosis on qualifying claims during 2025–2026." Under 30. If they expect not_eligible due event. Need mention age and enrolment ok? not needed.
Alternative if excluded: "Gestational diabetes only with no other diabetes diagnosis during 2025–2026 triggers required exclusion E3." Under 30. But I think not_eligible more consistent with category definitions and event.
Need final JSON fenced code block only. Ensure no extra keys.json{
"status": "not_eligible",
"reason": "No E10.- or E11.- diabetes diagnosis on qualifying claims during 2025–2026."
}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 2,843 tokens
We need answer user's question? Need infer likely task maybe member record for measure? We need analyze. User provided MEMBER RECORD for 40305, demographics, enrolment, gestational diabetes diagnoses, no E10/E11, no eye exam, no enucleation/hospice. No explicit question. Could be asking determine eligibility? Need perhaps evaluate under QM-DEE. Since no question, likely wants status? We need respond helpful. Need think in same language as user's request: English. We need decide. The system says careful problem solver; likely final answer should state not eligible? Let's parse: MEASURE QM-DEE. Member age 30. Event requires diabetes mellitus any E10.- or E11.- documented etc. No E10/E11. Gestational diabetes O24.419 and exclusion E3: gestational diabetes or steroid-induced only, with no other diabetes diagnosis, during 2026 and 2025. Since no E10/E11, only gestational diabetes, excluded. But note denominator requires event E10/E11? If excluded and never eligible? Status options: excluded (meets required exclusion, so removed denominator) vs not_eligible (never enters denominator age/event/enrolment). E3 is required exclusion, so excluded. Also event not met due to no E10/E11, but exclusion E3 applies? The measure says Required exclusions: E3 gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis. Since only gestational, meets E3. It doesn't explicitly say exclusion applies only if denominator? Usually exclusions from denominator. Could be not eligible due to event? Need answer likely status: Excluded / not eligible? Need be precise: The member is age eligible, enrolment eligible, but event not present (no E10/E11). Also required exclusion E3 present. Since exclusions evaluated before numerator, but event is denominator. If event never enters denominator, could be not eligible due to no qualifying diabetes diagnosis. But E3 also removes from denominator. What to report if multiple reasons? Need maybe classify as Not eligible because denominator event criteria not met (requires E10/E11). But also required exclusion? Let's examine: Eligible population (denominator) Age, Event, Continuous. If event not met, never enters denominator = not eligible. But E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025. This is an exclusion from denominator. Does that mean those with gestational diabetes only are not counted, even if they might meet E10/E11? Here no E10/E11. Usually HEDIS DES denominator: ages 18-75 with diabetes diagnosis (HbA1c testing?); exclusions: bilateral eye enucleation, hospice, gestational or steroid-induced diabetes only. So if no E10/E11, they aren't denominator; if only O24.419? Actually gestational diabetes only is exclusion, but if they do not meet denominator because no diabetes? But they have gestational diabetes; event requires E10/E11, so not eligible. In quality measure logic, they would not be denominator because no qualifying diagnosis; could also be excluded if considered denominator due to O24? Need likely answer: Excluded due to E3? Let's see user gave no prompt. Maybe expects scoring status from QM-DEE. Need produce concise with status. Could mention not eligible? Need choose one.
Let's reason measure language: "ELIGIBLE POPULATION (denominator) Event: diabetes mellitus (any E10.- or E11.- code) documented..." "REQUIRED EXCLUSIONS E3. Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." If event requires E10/E11, then no E10/E11 means not eligible. However E3 seems designed for people with gestational diabetes only: they have a diabetes diagnosis but not E10/E11? Wait gestational diabetes is O24.4, not E10/E11. If denominator event requires E10/E11, then any gestational-only would not meet event. Why list exclusion? Because maybe denominator could include diabetes based on E10/E11 but if only gestational/steroid-induced? Or if claims include gestational code but also some pre-existing? Let's consider if event might include diabetes mellitus any diagnosis? But it explicitly says E10/E11. Exclusion E3 could remove members who have gestational/steroid only but might still meet E10/E11? Inconsistent but quality specs often: denominator based on ICD-10-CM E10, E11, maybe also O24.4? But this spec specifically says E10/E11; E3 says gestational/steroid only. Could be a separate data element used to exclude. Need determine likely expected answer from given record. They likely want: Not eligible/excluded because only gestational diabetes, no E10/E11, no eye exam. Since age and enrolment OK. In scoring, if asked "determine whether numerator met" then denominator? The member does not qualify for DES measure.
What output format? User only provided record; maybe they expect a structured answer? Need respond with analysis. Could answer: Status: Not eligible (or excluded) due to E3 and lack of E10/E11; numerator not met. But need maybe avoid ambiguity: If the task is to assign status, I'd say Excluded from denominator due to required exclusion E3 (gestational diabetes only, no E10/E11). Even if also not eligible due to event, E3 is explicitly applicable and more specific. Let's evaluate hierarchy: "Exclusions are evaluated before numerator." Not says exclusions before eligibility. "A member who meets both an exclusion and the numerator is excluded." Here numerator not relevant. If no qualifying event, never enters denominator. Required exclusions remove from denominator. Which status should be used? There are categories: excluded vs not_eligible. Excluded usually only for those in denominator but excluded. Not_eligible never enters. But if exclusion criteria is part of denominator? It says eligible population event E10/E11, required exclusions E3. If member doesn't meet event, not eligible; if E3 would exclude if somehow included. But since E3 explicitly describes only gestational/steroid diabetes, this member fits E3. In practical HEDIS, gestational only is exclusion from denominator, not noneligible? Hmm. Need likely expected from prompt: They included "No E10.- or E11.- diagnosis" and "O24.419 gestational" to test event and exclusion. They want "Excluded — meets E3 (gestational diabetes only, no other diabetes diagnosis)." The eye exam irrelevant. Also age and enrolment eligible. Could state numerator not met but excluded.
Maybe final: "Excluded from QM-DEE denominator. The member is age/enrolment eligible but has gestational diabetes only (O24.419) and no E10/E11, meeting exclusion E3. Even absent exclusion, no qualifying diabetes event/no eye exam numerator." If no explicit question, provide likely measure determination. Need not too long. Could include if asked to compute rate? No.
Need maybe ask clarification? No, answer directly.
Double-check dates: 2026 measurement year. Enrolment continuous. Age 30. Event requires E10/E11. None. Numerator eye exam none. Required exclusion E3: gestational or steroid-induced only, no other diabetes. Member has gestational O24.419, no E10/E11. Meets E3. So status: Excluded. If forced one, Excluded, not numerator. But if not_eligible: no event. Which is more correct? Let's consider wording: "Excluded: meets a required exclusion, so removed from the denominator" vs "not_eligible: never enters the denominator (age, event, or enrolment)." The event requirement not met => never enters. But the record has gestational diagnosis, which maybe is an event? Wait denominator event says "diabetes mellitus (any E10.- or E11.- code)" only. So gestational O24.4 is not diabetes mellitus? In ICD, gestational diabetes is diabetes in pregnancy? Could still be considered diabetes but spec excludes if gestational/steroid only. If denominator requires E10/E11, then the only way to meet denominator is E10/E11. If they have E10/E11 plus gestational, E3 says only gestational or steroid with no other diabetes, so not excluded. So E3 only matters if denominator includes gestational or steroid diagnoses (maybe not in spec but could be used). Here the spec may be from HEDIS DES: denominator includes ages 18-75 with diabetes diagnosis; exclusion if gestational or steroid-induced only. The denominator event could include E10/E11? If no E10/E11, event false. However if denominator includes "diabetes mellitus" broadly, gestational is diabetes mellitus in pregnancy; but code restriction says E10/E11. Could be to test that O24 is not included. Then status not_eligible, not excluded? Let's parse exact: "Event: diabetes mellitus (any E10.- or E11.- code) documented..." This is a required denominator criterion. If absent, never enters. E3 says "Gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis, during 2026 and 2025." This member has gestational diabetes only. It meets an exclusion. The classification could be both; if asked likely choose "Excluded" because required exclusion explicitly applies. But the hierarchy says exclusions evaluated before numerator, not before event. Maybe in quality measure logic: first determine denominator inclusion/exclusion; if exclusion, remove. If no event, not denominator. For member record, there is no qualifying event (E10/E11). There is also exclusion if denominator included gestational. But if we must produce status in QM-DEE, maybe "Not eligible for the measure because the member has only gestational diabetes, which is an exclusion under E3". Need include both.
Need maybe final answer can say: Status = Excluded from denominator (practically not counted). Explanation. If they need numerator status: not met, not applicable. Let's include nuance: "For the purpose of reporting, this member should be treated as excluded/not in the denominator; do not count as denominator or numerator." This addresses ambiguity.
Need perhaps output table? Could be useful. Final with heading.
Need ensure no mention internal. Final likely:
- QM: DES (Diabetic Eye Examination) 2026
- Denominator: No (Excluded) because E3: gestational diabetes only, no E10/E11. Also event not met due to lack of E10/E11.
- Numerator: Not applicable/0; no retinal/dilated eye exam 2025/2026.
- Action: Remove from denominator; do not require eye exam; no numerator credit.
Let's decide final. Need maybe answer as if user expects evaluation. Could say "Classification: Excluded — not counted in denominator". Then include caveat: "If your system uses a separate status for failure of the denominator event before applying exclusions, this could also be coded Not eligible; the substantive result is the same: not in denominator." But maybe too hedging. The task likely wants one classification. We can say "Excluded under E3". Need avoid confusion? The desired oververbosity 9, so thorough. Include rationale.
Let's craft final with exact statuses: "Not eligible/Excluded: Should be removed from QM-DEE denominator." But if one term: "Excluded".
Check if O24.419 is gestational diabetes pre-existing? O24.41 is diabetes in pregnancy, pre-existing type 2? Wait ICD-10 O24.41 "Pregestational diabetes mellitus, type 1"? Let's recall: O24.41? Actually O24 is diabetes mellitus in pregnancy. O24.0 pre-existing type1, O24.1 type2, O24.3 gestational diabetes, O24.41? Need ICD: O24.41 Diabetes mellitus type 1 in pregnancy? O24.42? Hmm O24.419 maybe unspecified? User explicitly says gestational diabetes, so accept. If not, still gestational? Use user labels.
Potential issue: E3 says gestational diabetes or steroid-induced diabetes only, with no other diabetes diagnosis. No E10/E11. Good.
Numerator: no eye exam in 2025/2026, so would not meet. But because excluded, numerator not evaluated.
Need final.For **QM-DEE 2026 — Diabetic Eye Examination**, this member should be treated as **removed from the denominator**.
## QM-DEE determination
| Element | Finding |
|---|---|
| Age 18–75 on 2026-12-31 | **Eligible** — age 30 |
| Continuous enrolment 2026-01-01 to 2026-12-31 | **Eligible** |
| Diabetes event: any E10.– or E11.– diagnosis | **Not met** — no E10.–/E11.– diagnosis documented in 2025 or 2026 |
| Eye-care professional retinal/dilated exam | **None** in 2025 or 2026 |
| Exclusion E3: gestational or steroid-induced diabetes only, no other diabetes | **Met** — gestational diabetes O24.419 with no E10.–/E11.– diabetes diagnosis |
## Final classification
**Excluded from the QM-DEE denominator under exclusion E3.**
Because the member has only gestational diabetes during 2026/2025 and no E10.–/E11.– diagnosis, the measure should not require an eye examination for numerator compliance.Grader detail
json{
"reason": "response did not contain parseable JSON"
}67GPT-5.6 Luna · OpenAI3.1s · 136 out | 3.1s · 168 out | 1.7s · 135 out
json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis was documented during 2025 or 2026, so the diabetes event criterion was not met."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}Reasoning · 118 tokens
**Clarifying eligibility criteria**
I need to output in JSON format exactly. The issue seems to revolve around eligibility related to diabetes events. While gestational diabetes exclusions might apply to E3 cases, the criteria specify that if there's no diabetes during 2026/25, they don't qualify. I’m trying to figure out the hierarchy: if an event requires E10/E11, and gestational cases don’t meet that, then they wouldn’t be eligible at all. I just need to ensure the reasoning is clear for the status.json{"status":"not_eligible","reason":"No E10.- or E11.- diabetes diagnosis was documented during 2025 or 2026, so the member does not enter the denominator."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "not_eligible",
"ok": true,
"present": true
}
],
"fabricated": false,
"abstained": false
}json{"status":"excluded","reason":"Excluded for gestational diabetes only during 2026, with no other diabetes diagnosis in 2025 or 2026."}
Grader detail
json{
"fields": [
{
"field": "status",
"want": "not_eligible",
"got": "excluded",
"ok": false,
"present": true
}
],
"fabricated": true,
"abstained": false
}