Prescriber visit date missing
Vignette written for Parity against synthetic policy MP-402. The clinical branch is satisfied; the only gap is the date needed for B2.
Field mean
100.0
across 28 models
Models scoring 100
28
of 28
Models scoring 0
0
of 28
What the model was given
MEDICAL POLICY MP-402 — CONTINUOUS GLUCOSE MONITORING (PERSONAL, REAL-TIME)
Effective 2026-01-01.
APPROVE when A and B are met.
A. DIAGNOSIS — one of:
A1. Type 1 diabetes mellitus.
A2. Type 2 diabetes mellitus treated with any insulin regimen.
A3. Type 2 diabetes mellitus not treated with insulin, with a documented
history of at least one level 2 hypoglycaemic event (glucose below
54 mg/dL) in the preceding 12 months.
A4. Gestational diabetes requiring insulin.
B. MANAGEMENT — both of:
B1. The member or caregiver has been trained on device use, or training is
scheduled.
B2. The member has had an in-person or telehealth visit with the prescriber
within the preceding 6 months, and the prescriber attests to a plan for
ongoing follow-up at least every 6 months.
CONTINUATION after the initial 12 months requires evidence of device use on at
least 70 percent of days over the preceding 90 days (criterion R1).
EXCLUSIONS:
X1. Concurrent authorisation of a second personal CGM system.
X2. Professional (clinic-owned, blinded) CGM billed on the same date of
service.
DOCUMENTATION — pend where otherwise approvable but the record lacks:
E1. The insulin regimen relied on for A2.
E2. The glucose value and date relied on for A3.
E3. The date of the prescriber visit relied on for B2.AUTHORISATION REQUEST
Member: 71-year-old.
Requested item: personal real-time continuous glucose monitor, initial
authorisation.
Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and
insulin aspart with meals; the pharmacy fill history for both insulins is
attached and current.
Training: completed, certificate dated 2026-07-02.
Prescriber visit: The authorisation form asserts "seen regularly by
endocrinology" and attests to ongoing follow-up, but no visit date is given and
no office note from the preceding six months is included.
Other devices: none. No professional CGM billed.json{
"kind": "decision",
"label": "pend",
"citations": [
"E3"
]
}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 · Anthropic9.0s · 178 out | 4.3s · 158 out | 5.9s · 176 out
A2 met (insulin regimen documented, so E1 not missing). B1 met. B2: attestation to follow-up is present, but visit date within 6 months is not documented — record is silent, and E3 says pend for the missing visit date. No exclusions apply.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are satisfied and no exclusions apply, but the record gives no date for the prescriber visit relied on for B2; policy directs pend under E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}A2 is met with regimen documented (E1 satisfied). B1 met. B2: visit date missing, record silent — policy documentation E3 says pend. No exclusions apply.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2, B1, and follow-up attestation are documented, but no prescriber visit date or note within six months is supplied; policy E3 requires pending for the visit date relied on for B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Diagnosis is Type 2 on insulin (A2), regimen is documented (E1 satisfied). B1 met. B2's visit date is absent — the record is silent rather than contradictory, and E3 says to pend for that. No exclusions apply.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are met with insulin regimen documented, but no prescriber visit date or note from the preceding six months is supplied to support B2; pend per E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3.7 Flash · Google3.9s · 425 out | 5.4s · 283 out | 4.4s · 365 out
Reasoning · 364 tokens
**Processing Authorization Request**
I'm currently reviewing the diagnosis criteria for a personal real-time CGM under MP-402. The patient has Type 2 diabetes mellitus and is on an insulin regimen, which appears to meet the initial requirements. My focus is now shifting to the management criteria.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable but lacks documentation of the date of the prescriber visit required under B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 212 tokens
**Reviewing Patient Data**
I'm currently reviewing a patient with T2DM on insulin. Training requirements have been met, and I'm checking for the required prescriber visit within the last six months, along with attestation of ongoing follow-up.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable, but pended because the record lacks the date of the prescriber visit within the preceding six months required for criterion B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 300 tokens
**Analyzing Patient Status**
I've confirmed the patient has T2DM managed by insulin, fulfilling the A2 requirement. Training is also complete per B1. Now, I'm assessing the prescriber visit, specifically ensuring the B2 criteria of an in-person or telehealth visit within the last six months, with a documented follow-up plan, is met.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets clinical criteria but lacks the specific date of the prescriber visit within the preceding six months required for criterion B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.5 · OpenAI2.7s · 169 out | 2.8s · 158 out | 2.0s · 151 out
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable, but the record lacks the date of the prescriber visit needed to establish B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The record supports type 2 diabetes treated with insulin and completed training, with no exclusions. It lacks the prescriber visit date needed to establish B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The record supports type 2 diabetes treated with insulin and completed training, but it lacks the date of the prescriber visit needed to establish B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Sol · OpenAI1.5s · 54 out | 1.5s · 52 out | 1.4s · 54 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request is otherwise approvable, but the date of the prescriber visit required for B2 is missing."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The record lacks the date of the prescriber visit required to establish B2 within the preceding six months."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request is otherwise approvable, but the date of the prescriber visit required for B2 is missing."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Grok 4.6 · xAI12.4s · 714 out | 10.7s · 737 out | 16.0s · 1,066 out
Reasoning · 656 tokens
The user wants me to apply the medical policy for continuous glucose monitoring to this authorization request and output JSON only.
json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 are met for initial personal CGM, but no date is given for the B2 prescriber visit, so the request is pended for E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 681 tokens
The user wants me to apply the medical policy to this authorization request and output JSON only.
{
"decision": "PEND",
"reason": "B2 not met: prescriber visit date not provided and no office note from preceding 6 months included, despite attestation of ongoing follow-up.json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 are met and no exclusion applies, but the prescriber visit date for B2 is missing, so the request is pended under E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,013 tokens
The task is about prior authorization for a continuous glucose monitor based on medical policy MP-402.
{
"decision": "PEND",
"criteria": "A2 and B2",
"rationale": "Diagnosis meets A2 (Type 2 on insulin regimen). Training is complete. However, B2 requires an in-person or telehealth visit within the preceding 6 months with prescriber attestation of ongoing follow-up. The form asserts regular endocrinology follow-up and ongoing plan but provides no visit date and no office note. Per documentation requirements, this is a pend for the missing visit date (E3). Insulin regimen is documented via pharmacy history. No exclusions apply.json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 are met with documented insulin and training, but no date is given for the B2 prescriber visit. Pend for E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Grok 4.5 · xAI6.8s · 455 out | 7.3s · 501 out | 7.7s · 436 out
Reasoning · 406 tokens
The task is a prior authorization review based on medical policy MP-402 for Continuous Glucose Monitoring.
json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 met with insulin regimen and training documented. B2 attestation present but visit date absent; pend per E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 445 tokens
The task is to apply the medical policy MP-402 for continuous glucose monitoring.
json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 are met with documented insulin and training. B2 attestation is present but the required prescriber visit date is absent, so pend per E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 386 tokens
The task is about prior authorization for a continuous glucose monitor based on medical policy MP-402.
Based on the policy, this request meets criteria A2 (Type 2 diabetes on insulin) and B1 (training completed), with the attestation for ongoing follow-up.json{"decision":"pend","criteria":["E3"],"rationale":"A2 and B1 met with insulin regimen and training documented; B2 attestation present but visit date missing, so pend per E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3.1 Pro · Google10.1s · 862 out | 6.1s · 463 out | 6.0s · 409 out
Reasoning · 792 tokens
**My Thought Process for Evaluating the CGM Authorization Request**
Alright, my primary objective here is to meticulously assess an authorization request for a personal, real-time continuous glucose monitor (CGM) against Medical Policy MP-402. I need to produce a structured output using specific JSON keys: `"decision"`, `"criteria"`, and `"rationale"`.
First, I'll break down the request and compare it point-by-point with the policy's requirements.
The authorization type is **Initial**. This means I'm not concerned with continuation criteria (like R1) at this stage.
Now, let's look at the core **Criteria**:
* **Criterion A: DIAGNOSIS:** The policy requires a diagnosis of Type 2 diabetes mellitus treated with insulin. The request states the member has Type 2 diabetes and is on insulin, specifically degludec and aspart. The pharmacy fill history is attached and confirms this insulin regimen (degludec 24 units daily and aspart with meals). This clearly satisfies Criterion A, specifically A2 which asks for the insulin regimen. I've got the specifics needed for E1 here as well.
* **Criterion B: MANAGEMENT:** This criterion has a few sub-points.
* **B1: Training:** The policy requires the member to be trained on device use. The request includes a certificate dated 2026-07-02, indicating training is complete. So, B1 is met.
* **B2: Prescriber Visit:** This is crucial. The policy mandates an in-person or telehealth visit with the prescriber within the preceding six months, with a documented plan for ongoing follow-up at least every six months. The request mentions the member is "seen regularly by endocrinology" and attests to ongoing follow-up. However, the critical piece of information is missing: **the specific date of the prescriber visit.** There's no explicit visit date provided, nor is there an office note from the preceding six months.
This missing date directly ties into the policy's documentation requirements, specifically under section E3, which states: "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2." Since this date is absent, I must flag it.
Next, I'll check for **EXCLUSIONS**. The policy mentions not approving other devices or professional CGM billing. I've reviewed this, and no other devices are indicated, nor is professional CGM being billed. So, X1 and X2 do not apply.
Since the request is an **Initial Authorization**, continuation criteria (R1) are irrelevant.
Based on this review, the request meets the clinical diagnosis and training aspects but falters on the specific date of the prescriber visit required for management criterion B2. Therefore, the **decision** must be to **"pend"** the request.
For the **criteria** field (which should list only missing documentation identifiers for a pend), the specific missing item is identified as **"E3"**.
The **rationale** needs to concisely explain why it's pending. It's not a denial; it's a request for more information. The request is otherwise approvable, but the exact date of the prescriber visit within the last six months is absent, which is necessary to fully satisfy B2. I need to keep this rationale under 40 words. "The request lacks the date of the prescriber visit required to confirm a visit within the preceding six months" is a good start. Let me refine that slightly to be more precise about the policy language: "The record lacks the date of the prescriber visit from the preceding six months, which is required to satisfy management criterion B2." This is clear, concise (19 words), and directly references the policy point.
Let me assemble the final JSON, ensuring all requirements are met:
* `"decision"`: `"pend"` (string)
* `"criteria"`: `["E3"]` (array of strings, as E3 is the only missing *documentation* identifier that's preventing approval)
* `"rationale"`: `"The record lacks the date of the prescriber visit from the preceding six months, which is required to satisfy management criterion B2."` (string, under 40 words)
I'll double-check the phrasing to ensure it aligns with the policy's "pend where otherwise approvable but the record lacks: E3" instruction. The rationale effectively communicates this. The current rationale is 22 words: "The request is otherwise approvable, but the clinical record lacks the specific date of the prescriber visit from the preceding six months." This is accurate and well within the word limit.
So, the final JSON structure is:
```json
{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable, but the clinical record lacks the specific date of the prescriber visit from the preceding six months."
}
```
This accurately reflects my evaluation process and the policy's requirements.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable, but the clinical record lacks the date of the prescriber visit from the preceding six months required to satisfy the management criteria."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 402 tokens
**My Thought Process on Authorizing the CGM Request**
Alright, let's break down this request for a continuous glucose monitor (CGM) authorization based on Medical Policy MP-402. My primary goal here is to determine if the provided information aligns with the policy's requirements, and if not, why.
First, I need to confirm the diagnosis and treatment regimen. The request explicitly states "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals." This directly matches Criterion A2 of MP-402, which requires a diagnosis of Type 2 diabetes mellitus treated with *any* insulin regimen. The attached pharmacy fill history further solidifies this, so Criterion A is clearly met.
Next, I move to Criterion B, which has two sub-points.
* **B1:** This concerns device training. The request states "Training completed, certificate dated 2026-07-02." This is a straightforward confirmation that training has occurred, and the provided date is sufficient. So, B1 is satisfied.
* **B2:** This is where things get a bit more nuanced. It requires an in-person or telehealth visit with the prescriber within the preceding 6 months, along with an attestation for ongoing follow-up. The request mentions the member is "seen regularly by endocrinology" and the prescriber *does* attest to ongoing follow-up. However, a critical piece of information is missing: the *date* of the most recent prescriber visit within that 6-month window. Without that specific date, I cannot verify that the visit occurred within the required timeframe. This means B2 is *not* satisfied.
Now, I need to consider any exclusions. The policy mentions "Other devices" (X1 and X2), but the request doesn't indicate any prior professional CGM billing, so these exclusions aren't relevant here.
This brings me to the "Documentation" section of the policy. Under E3, it specifies: "The date of the prescriber visit relied on for B2." My review of the submitted documentation shows a clear gap – "no visit date is given."
According to the policy, when documentation is missing that is crucial for a criterion, the case must be "pended." Specifically, the policy states: "DOCUMENTATION — pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2." This is exactly the situation I'm facing.
Therefore, my decision is to **pend** this request because it lacks the necessary documentation for criterion E3, which is directly tied to satisfying criterion B2. The rationale is precise: the absence of the prescriber visit date within the preceding 6 months prevents me from approving this request at this time.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable but lacks the required date of the prescriber visit within the preceding six months."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 343 tokens
**My Thought Process on the CGM Authorization Request**
Alright, let's break down this request for a personal, real-time continuous glucose monitor. My primary task here is to ascertain if it meets the established criteria for initial authorization.
First, I need to meticulously examine the diagnostic criteria, specifically section A. The patient's diagnosis is Type 2 diabetes. The sub-criterion A2 requires that they be on *any* insulin regimen. I've reviewed the documentation, and indeed, the record clearly states the patient is using insulin degludec and insulin aspart, and specifies the dosage and timing ("insulin degludec 24 units daily and insulin aspart with meals"). This confirms that A2 is satisfied, and by extension, the initial requirement E1 is also met.
Next, I move on to the management criteria, section B. Criterion B1 mandates that the patient has completed or scheduled training on the device. The record explicitly states "completed, certificate dated 2026-07-02." So, B1 is definitively met.
Now, I'm scrutinizing criterion B2. This requires an in-person or telehealth visit with the prescriber within the preceding six months, with the prescriber confirming a plan for ongoing follow-up at least every six months. The record *does* assert that the patient is "seen regularly by endocrinology" and attests to ongoing follow-up. However, and this is the crucial point, there's no specific *date* provided for any visit within the last six months, nor is there an accompanying office note from that period. This is a critical gap.
This missing visit date directly impacts the documentation requirements, specifically E3, which states that the request should be pended if otherwise approvable but lacks certain documentation. Here, the specific missing documentation is the date of the prescriber visit that would satisfy criterion B2. Since no such date is provided, the record lacks E3.
I've also checked for any exclusions, X1 and X2, which relate to the use of other devices or professional CGM billing. Neither of these exclusions are applicable in this case.
Therefore, based on the absence of the required prescriber visit date for criterion B2, the request, while otherwise approvable, must be placed on "pend" status. The specific criterion causing the hold is E3. The rationale is clear: the request is missing the date of the prescriber visit required by B2.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request establishes the diagnosis, insulin regimen, and training, but lacks the date of the prescriber visit required for criterion B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Opus 5 · Anthropic2.4s · 127 out | 2.8s · 129 out | 2.8s · 132 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis A2 and training B1 are documented, but the record gives no date for the prescriber visit relied on for B2, so it pends for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis (A2) and training (B1) are documented, but the record gives no date for the prescriber visit relied on for B2, so it pends for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis A2 and training B1 are documented, but no prescriber visit date is provided to establish a visit within the preceding 6 months under B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3 Flash · Google15.2s · 1,965 out | 9.1s · 998 out | 14.8s · 1,996 out
Reasoning · 1,894 tokens
**My Thought Process on Policy MP-402: Continuous Glucose Monitoring**
Alright, let's break down this request for a personal RT-CGM. My primary goal here, under Policy MP-402, is to determine the appropriate action: approve, deny, pend, or if it's simply not applicable.
First, I've noted the patient's details: they are 71 years old and have a diagnosis of Type 2 diabetes mellitus (T2DM). The specific item requested is an initial authorization for a personal RT-CGM. Their current treatment involves multiple daily injections of insulin degludec and insulin aspart.
Now, let's dive into the criteria outlined in the policy.
**Applicability Criteria (A Series):**
* **A1 (Type 1 DM):** Clearly not applicable, as the diagnosis is T2DM.
* **A2 (Type 2 DM treated with *any* insulin regimen):** This is a definite "Yes." The patient is on insulin degludec and insulin aspart, so this criterion is met.
* **A3 (Type 2 DM not treated with insulin):** Not applicable since they are on insulin.
* **A4 (Gestational diabetes):** Not applicable.
So, based on the A criteria, A2 is met, meaning the policy *could* apply.
**Training Criterion (B1):**
* The policy requires that the member or caregiver be trained or have training scheduled. I see that training was completed on 2026-07-02. This criterion, B1, is met.
**Prescriber Visit Criterion (B2):**
* This is where things get a bit nuanced. B2 requires an in-person or telehealth visit with the prescriber within the preceding six months, *and* an attestation from the prescriber confirming a plan for ongoing follow-up at least every six months.
* The documentation states the patient is "seen regularly by endocrinology" and the prescriber "attests to ongoing follow-up." This attestation part is present.
* However, crucially, there is *no specific visit date* provided for this within the preceding six months, and importantly, *no office note* from that six-month period is included. This means B2 is not fully met because the proof of the recent visit is missing.
**Documentation Requirements (E Series):**
* **E1 (Insulin regimen for A2):** The insulin regimen (degludec and aspart) is provided. So, E1 is satisfied.
* **E2 (Glucose value/date for A3):** Not applicable since A3 isn't met.
* **E3 (Date of the prescriber visit relied on for B2):** This is the key missing piece. E3 explicitly states to "pend where otherwise approvable but the record lacks... The date of the prescriber visit relied on for B2."
**Exclusions (X Series):**
* **X1 (Concurrent authorization):** No concurrent authorization is mentioned.
* **X2 (Professional CGM billed same day):** No indication of this.
**Decision Making:**
The patient meets criterion A2 (T2DM on insulin) and criterion B1 (training completed). This means the request is *otherwise approvable*. However, criterion B2 requires a visit within the last six months, and the record is silent on the specific date of that visit. Policy requirement E3 directly addresses this gap: it mandates a "pend" if the date of the prescriber visit relied on for B2 is missing.
Therefore, the request cannot be approved or denied outright at this stage. It needs more information.
**My Decision and Rationale:**
My decision is to **pend** the request.
The specific documentation identifier that is missing, as per the policy instructions for a pend, is **E3**.
My rationale is that the request is otherwise approvable under criteria A2 and B1, but it lacks the specific date of the prescriber visit within the preceding six months, which is required by criterion B2 and explicitly called out in documentation requirement E3. I need that date to confirm the recency of the assessment supporting the need for the CGM.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is otherwise approvable but lacks the specific date of the prescriber visit within the preceding six months as required by B2 and documentation requirement E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 927 tokens
**My Thought Process on Policy MP-402: Continuous Glucose Monitoring**
Here's how I'm processing this request for continuous glucose monitoring (CGM) under policy MP-402.
First, I'm reviewing the core approval criteria. This policy hinges on specific diagnostic criteria (A1-A4) and management requirements (B1-B2), with exclusions (X1-X2) and documentation rules (E1-E3) to consider. The continuation rule (R1) isn't relevant here as it's an initial request.
I see the patient is 71 years old and requesting an initial CGM. Their diagnosis is Type 2 Diabetes Mellitus, and they're currently on insulin degludec and insulin aspart. Training for CGM was completed on July 2nd, 2026.
Now, I'm systematically evaluating each criterion:
* **Diagnosis (A):**
* A1 (Type 1 DM): No, this patient has Type 2.
* A2 (Type 2 DM on specific insulin regimens): Yes, they are on insulin degludec and insulin aspart, so this criterion is met.
* A3 & A4: Not applicable in this scenario.
* **Management (B):**
* B1 (Training completion): Yes, training was completed on July 2nd, 2026. This is met.
* B2 (Prescriber follow-up): This is where I'm hitting a snag. The form *attests* to regular follow-up, and the prescriber confirms this. However, there's a crucial piece missing: the *specific date* of a prescriber visit within the preceding six months. This date is not provided, nor is a corresponding office note.
* **Exclusions (X):** The text doesn't mention any other devices or professional CGM use, so it seems there are no applicable exclusions here.
* **Documentation (E):**
* E1 (Insulin regimen): This is documented (degludec/aspart), so it's fine.
* E2 (Glucose value for A3): Not applicable since A3 isn't met.
* E3 (Date of prescriber visit for B2): This is precisely the missing information. The rule clearly states to "pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2."
Given that criteria A2 and B1 are met, and the prescriber's attestation for B2 exists but lacks the specific date, the request is *otherwise approvable*. However, the absence of the visit date triggers documentation rule E3.
Therefore, my decision is to **"pend"** the request.
The **criteria** for this pend are specifically **["E3"]**, as this is the only documentation item missing that prevents immediate approval.
My **rationale** is: "The request is pended for documentation E3 because the date of the required prescriber visit for criterion B2 is not provided, although the request is otherwise approvable." This concisely captures the situation: the core requirements are met, but a specific, required piece of documentation for one of those requirements is absent.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is pended for documentation item E3 because it lacks the specific date of the prescriber visit within the preceding six months required by criterion B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,923 tokens
**My Thought Process Regarding Policy MP-402 for Continuous Glucose Monitoring**
Here's how I'm processing this request for a personal real-time CGM under policy MP-402, effective January 1, 2026.
First, I'm looking at the core approval criteria. To be approved, the request needs to satisfy Criterion A (diagnosis) and Criterion B (management).
For Criterion A, specifically A2, the policy states it's for Type 2 diabetes mellitus treated with any insulin regimen. I've confirmed the patient has Type 2 diabetes and is on insulin degludec and insulin aspart. So, Criterion A2 is met. Documentation requirement E1, which is the insulin regimen, is also covered by the provided pharmacy fill history.
Now, moving to Criterion B. It requires both B1 and B2.
* B1: The patient must be trained on the device, either completed or scheduled. I see a training certificate dated July 2, 2026. This fulfills B1.
* B2: This requires an in-person or telehealth visit with the prescriber within the preceding six months, along with an attestation of ongoing follow-up. The patient's record indicates they are "seen regularly by endocrinology" and attests to ongoing follow-up. This part is good.
However, the crucial piece for B2 is the *date* of that visit within the last six months. The documentation explicitly states "no visit date is given." This directly triggers documentation requirement E3, which specifically asks for "The date of the prescriber visit relied on for B2." Since this date is missing, Criterion B2 cannot be fully met based on the provided documentation.
Given that Criterion B2 is not fully satisfied due to the missing visit date, and the policy specifies to "pend where otherwise approvable but the record lacks... E3," the decision is to "pend" this authorization.
The "Criteria" field will reflect the specific missing documentation identifier: `["E3"]`.
My rationale for this decision is that the request meets the clinical diagnosis and training requirements, but it lacks the specific date of a prescriber visit within the last six months, which is a mandatory documentation requirement (E3) for criterion B2. This rationale is concise, under 40 words, and clearly states the deficiency.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets diagnosis and training criteria but lacks the specific date of a prescriber visit within the last six months as required by criterion B2 and documentation requirement E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Kimi K3 · Moonshot30.2s · 577 out | 8.9s · 248 out | 9.2s · 245 out
Reasoning · 202 tokens
Let me apply the policy.
A. DIAGNOSIS: Type 2 diabetes on insulin degludec and aspart — A2 met. Pharmacy fill history attached, so insulin regimen documented (E1 satisfied).
B. MANAGEMENT:
B1: Training completed, certificate dated 2026-07-02 — met.
B2: Requires visit within preceding 6 months AND attestation of ongoing follow-up. Attestation is present ("seen regularly by endocrinology" and attests to ongoing follow-up), but no visit date given, no office note. The record does not affirmatively contradict B2 — it asserts regular visits but no date. The documentation section E3 says pend where otherwise approvable but the record lacks the date of the prescriber visit relied on for B2. So this is a PEND for E3.
Nothing else defeats the request — no exclusions apply.
Decision: pend. Criteria: E3.
Rationale: under 40 words.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (insulin degludec and aspart with current fill history) and B1 is met (training certificate 2026-07-02). B2's prescriber visit date is not documented; no visit date or note from the preceding six months is in the record, so pend for E3.",
"_word_count_check": "rationale under 40 words"
}
**Decision: pend**
- **A2 — met.** Type 2 diabetes treated with insulin; both insulin regimens are named and the pharmacy fill history is attached and current, so E1 is satisfied.
- **B1 — met.** Training completed, certificate dated 2026-07-02.
- **B2 — not contradicted, but undocumented.** The form asserts regular endocrinology follow-up and attests to an ongoing plan, but gives no visit date and includes no office note. The record does not affirmatively show the visit fell outside the six-month window, so this is not a denial. Policy documentation item E3 lists exactly this gap — the date of the prescriber visit relied on for B2 — as a pend item.
- **Exclusions X1/X2 — not triggered.** No second CGM, no professional CGM billed.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are met and no exclusion applies, but the record lacks the date of the prescriber visit required for B2; the attestation of regular follow-up without a visit date or note is exactly the E3 documentation gap, so pend."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 165 tokens
Let me apply the policy.
A. Diagnosis: Type 2 diabetes treated with insulin (degludec + aspart), with pharmacy fill history. A2 met. E1 (insulin regimen) is documented, so no pend for E1.
B1: Training completed. Met.
B2: Visit within preceding 6 months — no visit date given, no office note. The form asserts "seen regularly" but no date. E3 says pend where otherwise approvable but the record lacks the date of the prescriber visit relied on for B2. So this is a PEND, citing E3.
Nothing else defeats the request — no exclusions (no second CGM, no professional CGM).
Decision: pend. Criteria: ["E3"]. Rationale under 40 words.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met with documented insulin regimen and B1 training is complete, but no prescriber visit date or note within the preceding 6 months is provided. Pend for the visit date required by B2/E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 165 tokens
We need answer exact one fenced json. Need apply. Diagnosis A2 clearly insulin regimen documented. B1 training. B2 visit within prior 6mo? Form asserts seen regularly and ongoing follow-up but no date and no note. Policy documentation says pend where otherwise approvable but lacks E3 date of prescriber visit relied on for B2. Thus pend, criteria ["E3"], rationale under 40 words. Need perhaps current date? Policy effective 2026, training July. No auth date but E3 missing. "prescriber attests ongoing follow-up" yes but date lacking. Is otherwise approvable? A2 met, B1. B2 ongoing follow-up attested, only visit date absent. So pend. Exact JSON no extra keys. Ensure rationale under 40 words.json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request otherwise satisfies A2 and B1, but the record lacks the date of the prescriber visit required to establish the six-month requirement under B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 2.5 Pro · Google16.2s · 1,552 out | 17.9s · 1,546 out | 19.0s · 1,455 out
Reasoning · 1,480 tokens
As a health plan analyst, I've been tasked with reviewing a prior authorization request for a personal continuous glucose monitor (CGM) against Medical Policy MP-402. My goal is to determine the appropriate decision and clearly articulate the reasoning in a JSON format.
First, I need to ensure the policy is applicable. The policy, MP-402, has an effective date of 2026-01-01. The request is for an initial authorization, and the training certificate is dated 2026-07-02. This confirms the policy is indeed in effect for this request.
Next, I'll dissect the approval criteria. The policy requires both Criterion A (Diagnosis) and Criterion B (Management) to be met.
**Criterion A: Diagnosis**
The policy outlines four sub-criteria (A1-A4). The member's diagnosis is "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals." This clearly aligns with sub-criterion **A2**: "Type 2 diabetes mellitus treated with any insulin regimen." The member is on both basal (degludec) and prandial (aspart) insulin, thus fulfilling an insulin regimen. So, Criterion A is met.
**Criterion B: Management**
This criterion has two sub-parts, B1 and B2, both of which must be satisfied.
* **B1: Training.** The policy mandates that "The member or caregiver has been trained on device use, or training is scheduled." The request explicitly states, "Training: completed, certificate dated 2026-07-02." This satisfies B1.
* **B2: Prescriber Visit.** This requires, "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The authorization form includes an attestation stating the member is "seen regularly by endocrinology" and confirms a plan for ongoing follow-up. However, there is no specific visit date documented within the preceding six months, nor is an office note from that period provided. While the attestation for follow-up is present, the *documentation* of a visit within the specified timeframe is missing.
I also reviewed the continuation criteria and exclusions. Since this is an initial authorization, the continuation criteria (R1) are not applicable. Regarding exclusions (X1, X2), the request indicates "Other devices: none. No professional CGM billed," meaning these exclusions do not apply.
Now, I need to consider the `DOCUMENTATION` section, particularly as it relates to handling missing information. The policy states to "pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2."
**Decision Synthesis:**
My analysis shows that Criterion A (Diagnosis) is met, and Criterion B1 (Training) is met. Criterion B2 (Prescriber Visit) is partially met – the attestation for ongoing follow-up is present, but the crucial documentation of a visit within the last six months is absent. No exclusions apply, and the request is "otherwise approvable" given the met criteria.
Because the record lacks the specific date for the prescriber visit required by B2, and the policy explicitly directs me to "pend" in such situations (referencing E3), my decision must be to pend the request.
**JSON Output Construction:**
* **`decision`**: Based on the missing documentation for B2, the decision is **"pend"**.
* **`criteria`**: As per the instructions, for a pend, I must list only the documentation identifiers that are missing. In this case, that is **"E3"** (The date of the prescriber visit relied on for B2).
* **`rationale`**: I need to provide a concise explanation (under 40 words). The request meets diagnostic and training criteria. However, the record lacks the date of the prescriber visit within the preceding six months, which is required for approval.
Therefore, the resulting JSON object is:
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request meets diagnostic and training criteria. However, the record lacks the date of the prescriber visit within the preceding six months, which is required for approval."
}
```json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets diagnostic and training criteria. However, the record lacks documentation of the required prescriber visit within the last six months, specifically the date of the visit."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,477 tokens
Okay, I'm approaching this as a health plan analyst tasked with reviewing a prior authorization request for a personal real-time continuous glucose monitor (CGM). My primary tool here is Medical Policy MP-402, and I need to meticulously apply its criteria to the information provided in the request. The ultimate goal is to generate a JSON object containing my `decision`, the specific `criteria` that were evaluated (and why), and a clear `rationale` for my conclusion.
First, I'll dissect MP-402. The policy dictates that both Criterion A and Criterion B must be satisfied for approval.
Let's tackle **Criterion A: DIAGNOSIS**. The request must meet one of four sub-criteria: A1, A2, A3, or A4.
* **A1 (Type 1 diabetes mellitus):** I see the member has Type 2 diabetes. So, A1 is out.
* **A2 (Type 2 diabetes mellitus treated with any insulin regimen):** The request clearly states the member has "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals." This is indeed an insulin regimen. I've also cross-referenced the attached pharmacy fill history, which confirms this regimen is current. Therefore, A2 is met.
* **A3 (Type 2 diabetes mellitus not treated with insulin):** Since the member *is* on insulin, A3 doesn't apply.
* **A4 (Gestational diabetes requiring insulin):** Given the member's age (71), gestational diabetes is highly improbable and not indicated in the request. A4 is not met.
So, **Criterion A is successfully met through A2.**
Now, on to **Criterion B: MANAGEMENT**. This requires both B1 and B2 to be satisfied.
* **B1 (Training):** The policy requires the member or caregiver to have been trained on the device, or have training scheduled. The request notes, "Training: completed, certificate dated 2026-07-02." This fully satisfies B1.
* **B2 (Follow-up Visit):** This sub-criterion has two parts: the member must have had an in-person or telehealth visit with the prescriber within the preceding 6 months, *and* the prescriber must attest to ongoing follow-up at least every 6 months. The request mentions the member was "seen regularly by endocrinology" and the prescriber "attests to ongoing follow-up." This addresses the second part of B2. However, the crucial first part – the actual visit date within the preceding six months – is conspicuously absent. The request explicitly states, "no visit date is given and no office note from the preceding six months is included."
This missing piece of information brings me to the **DOCUMENTATION** section of the policy.
* **E1 (Insulin regimen for A2):** This is documented, so it's not a blocker.
* **E2 (Glucose value/date for A3):** A3 wasn't the basis for approval, so E2 is irrelevant here.
* **E3 (Date of prescriber visit for B2):** This is it. The policy explicitly states to "pend" if the record is otherwise approvable but lacks the information specified in the documentation section. E3, "The date of the prescriber visit relied on for B2," is precisely what's missing.
Therefore, the request meets A2 and B1, and appears to meet the attestation part of B2. However, the required documentation for the recent prescriber visit (B2) is missing. The policy's specific instruction to pend for missing E3 information makes this a clear-cut case for a "pend" decision, as the case is otherwise approvable.
I also quickly checked **Continuation and Exclusions**:
* **Continuation (R1):** This is an initial authorization, so continuation criteria don't apply.
* **Exclusions (X1, X2):** The request indicates no other devices are in use and no professional CGM services have been billed, so these exclusions are not relevant.
Synthesizing this for the JSON output:
* **`decision`**: "pend". The request aligns with the diagnostic requirements and training, but a critical piece of documentation for the follow-up visit criterion (B2) is missing, as explicitly outlined in the policy's documentation requirements (E3).
* **`criteria`**: For a "pend" decision, I only list the documentation identifiers that are missing. In this case, that's `["E3"]`.
* **`rationale`**: I need a concise explanation. "The request meets diagnostic criteria but lacks the date of the prescriber visit from the last six months, which is required for approval." This is direct, under 40 words, and accurately reflects the situation.
In summary, my thought process has been to systematically evaluate each criterion and sub-criterion of MP-402 against the provided request, identify any gaps, and refer to the policy's specific instructions for handling missing documentation. The absence of the prescriber visit date for B2, despite meeting other criteria, leads directly to a "pend" decision based on the explicit guidance within the policy's documentation section (E3).json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets diagnostic criteria but lacks the date of the prescriber visit from the last six months, which is required for approval under criterion B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,381 tokens
Okay, I've reviewed the prior authorization request for a personal real-time continuous glucose monitor (CGM) against Medical Policy MP-402. Here's my thought process and the resulting decision:
My primary task is to determine if this request meets the criteria outlined in MP-402 and then formulate a JSON output containing the `decision`, `criteria` (specifically, any missing documentation identifiers), and `rationale`.
First, I'll dissect MP-402 into its core components:
* **Approval Criteria:** Both A and B must be met.
* **Criterion A (Diagnosis):** One of A1, A2, A3, or A4 must be met.
* `A1. Type 1 diabetes mellitus.` The request states the member has Type 2 diabetes. So, A1 is **not met**.
* `A2. Type 2 diabetes mellitus treated with any insulin regimen.` The request explicitly states "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals." This is indeed an insulin regimen. So, A2 is **met**.
* `A3. Type 2 diabetes mellitus not treated with insulin...` Since the member *is* treated with insulin, this sub-criterion is **not applicable**.
* `A4. Gestational diabetes...` The member is 71 years old, so gestational diabetes is **not applicable**.
* Therefore, Criterion A is **met** based on A2.
* **Criterion B (Management):** Both B1 and B2 must be met.
* `B1. The member or caregiver has been trained on device use, or training is scheduled.` The request states: "Training: completed, certificate dated 2026-07-02." This clearly indicates training has been completed. So, B1 is **met**.
* `B2. The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months.`
* The request *does* attest to ongoing follow-up: it mentions the prescriber asserts "seen regularly by endocrinology" and confirms a plan for ongoing follow-up. So, the second part of B2 is **met**.
* However, for the first part, the request explicitly states: "but no visit date is given and no office note from the preceding six months is included." This means I cannot verify that the member had a visit within the required 6-month window. So, the first part of B2 is **not met** due to missing documentation.
* **Continuation Criteria:** This is an initial authorization, so the continuation criteria (R1) are **not applicable**.
* **Exclusions:** These are conditions that would lead to denial.
* `X1. Concurrent authorisation of a second personal CGM system.` The request states: "Other devices: none." So, X1 **does not apply**.
* `X2. Professional (clinic-owned, blinded) CGM billed on the same date of service.` The request states: "No professional CGM billed." So, X2 **does not apply**.
* **Documentation Section:** This section is crucial for determining how to handle missing information, particularly for pending requests.
* `E1. The insulin regimen relied on for A2.` The regimen is clearly stated ("insulin degludec 24 units daily and insulin aspart with meals"). So, E1 is **not missing**.
* `E2. The glucose value and date relied on for A3.` Criterion A3 was not used, so E2 is **not applicable**.
* `E3. The date of the prescriber visit relied on for B2.` As noted above, the policy requires a visit within the preceding 6 months for B2, and the request explicitly states "no visit date is given." The documentation section for E3 states to *pend* if the record "lacks... The date of the prescriber visit relied on for B2."
**Decision Logic Synthesis:**
1. **Is the request otherwise approvable?**
* Criterion A is met (via A2).
* Criterion B1 is met.
* The follow-up attestation part of B2 is met.
* No exclusions apply.
* The only shortfall is the specific visit date required for the first part of B2.
2. **What does the policy say about this specific missing information?**
* The documentation section (E3) explicitly states to "pend" if the record lacks "The date of the prescriber visit relied on for B2." This scenario perfectly describes the situation: the request is otherwise approvable, but a specific piece of required documentation (the visit date) is missing.
3. **Conclusion:** Based on the policy's explicit instruction in the documentation section for E3, the appropriate decision is to "pend" the authorization.
**Constructing the JSON Output:**
* **`decision`**: Based on my synthesis, this must be `"pend"`.
* **`criteria`**: For a pend, I am instructed to list only the documentation identifiers that are missing. In this case, the missing item is the date of the prescriber visit, which corresponds to documentation identifier `E3`. So, this will be `["E3"]`.
* **`rationale`**: I need to provide a concise explanation, under 40 words, explaining why it's pending. The request is pending because it's otherwise approvable, but the date of the required prescriber visit within the last six months, as stipulated by B2 and E3, was not provided in the submitted documentation.
Therefore, my final JSON output is:
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request is pending for the date of the prescriber visit within the last 6 months. This information is required by the policy but was not included in the submitted record."
}
```
This output accurately reflects my step-by-step evaluation against the policy's requirements and the provided documentation, specifically addressing the missing piece of information that necessitates a pend according to the policy's documentation guidelines.json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request is pending for documentation of a prescriber visit within the preceding six months. The policy requires this information, and the submitted record did not include a specific visit date."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.2 · Z.ai5.1s · 385 out | 2.4s · 370 out | 3.0s · 208 out
Reasoning · 308 tokens
Let me analyze this request against the policy.
Diagnosis: Type 2 diabetes mellitus on insulin (degludec and aspart) → A2 is met. Insulin regimen is documented (degludec 24 units daily, aspart with meals, pharmacy fill history attached). So E1 is satisfied.
Management:
- B1: Training completed, certificate dated 2026-07-02 → met.
- B2: Requires an in-person or telehealth visit with the prescriber within the preceding 6 months, AND the prescriber attests to a plan for ongoing follow-up at least every 6 months. The form attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included. So B2 is not affirmatively met, but the record is silent on the specific visit date. The policy's documentation section says to pend where otherwise approvable but the record lacks E3 (the date of the prescriber visit relied on for B2).
So the case is otherwise approvable (A2 met, B1 met, follow-up attestation present) but missing the visit date for B2. This is a PEND for E3.
No exclusions apply.
Decision: pend
Criteria: ["E3"]
Rationale: The record supports A2 and B1 and attests to follow-up, but lacks the prescriber visit date required by B2; policy documentation rule E3 directs a pend.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (Type 2 diabetes on insulin with documented regimen) and B1 is satisfied, but the record lacks a prescriber visit date for B2. Policy documentation rule E3 directs a pend for the missing visit date."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 315 tokens
Let me analyze this against the policy.
Diagnosis: Type 2 diabetes on insulin - this matches A2 (Type 2 diabetes treated with any insulin regimen). The insulin regimen is documented (degludec 24 units daily and insulin aspart with meals, with pharmacy fill history).
A2 is met, and E1 (insulin regimen) is documented.
Management:
B1: Training completed, certificate dated 2026-07-02. Met.
B2: Requires an in-person or telehealth visit with the prescriber within preceding 6 months, AND attestation of ongoing follow-up at least every 6 months. The form says "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included.
The record lacks E3 (date of prescriber visit relied on for B2). The record doesn't contradict B2 - it asserts regular visits but doesn't provide the specific date. This is a documentation gap, not an affirmative contradiction.
So the case is otherwise approvable (A2 met, B1 met, B2 attested but missing date documentation) - this is a PEND for E3.
Decision: pend
Criteria: ["E3"]
Rationale: The request meets A2 and B1, but the record lacks the prescriber visit date required by B2; per documentation section, pend for E3.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are satisfied, and B2's follow-up attestation is present, but the record omits the prescriber visit date required by B2. Per documentation section, pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 135 tokens
Analyze: Diagnosis T2DM on insulin, so A2 met. Insulin regimen documented (degludec + aspart), so E1 not missing. Training completed (B1 met). Prescriber visit: B2 requires in-person/telehealth visit within preceding 6 months and attests to ongoing follow-up. Record asserts "seen regularly" and attests to follow-up but no visit date and no office note. Documentation section says pend where otherwise approvable but record lacks E3: the date of the prescriber visit relied on for B2. So pend for E3. No exclusion. Decision pend. Criteria: ["E3"].json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are satisfied, but B2 requires a dated prescriber visit within the preceding 6 months; no visit date or office note is provided, so the record is pended for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Opus 4.8 · Anthropic2.7s · 108 out | 2.7s · 107 out | 1.9s · 96 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met with a documented insulin regimen and B1 is satisfied by completed training, but the record asserts B2 follow-up without a specific prescriber visit date, which the policy directs to pend under E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (Type 2 on insulin degludec/aspart with fill history) and B1 satisfied, but the record gives no date for the prescriber visit relied on for B2, so it pends for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 met (Type 2 on insulin degludec/aspart) and B1 met (training completed), but the record lacks the date of the prescriber visit relied on for B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Sonnet 5 · Anthropic3.0s · 123 out | 2.9s · 207 out | 2.2s · 149 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis and training are documented, but the record lacks the prescriber visit date needed to confirm the B2 follow-up requirement."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis (A2) and training (B1) are documented, but the record lacks the date of the prescriber visit required for B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis A2 and training B1 are satisfied, but no visit date within the preceding 6 months is documented for B2, so E3 is missing."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Sonnet 4.6 · Anthropic2.3s · 72 out | 2.6s · 88 out | 3.0s · 76 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "All criteria appear met except the record does not supply the date of the prescriber visit required for B2; no office note or visit date from the preceding six months is included."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The record satisfies A2 and B1, and the prescriber attests to ongoing follow-up, but no visit date is provided and no office note from the preceding six months is included, leaving B2 unverifiable per E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis (A2) and training (B1) are satisfied, but no visit date or supporting office note is provided for the prescriber visit required under B2; E3 applies."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.7 Max · Alibaba16.1s · 889 out | 10.9s · 887 out | 17.9s · 1,233 out
Reasoning · 814 tokens
The user wants a prior authorization decision based on Medical Policy MP-402.
Member: 71-year-old.
Requested item: personal real-time CGM, initial authorization.
Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals. (Meets A2)
Training: completed, certificate dated 2026-07-02. (Meets B1)
Prescriber visit: "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding 6 months is included. (B2 requires visit within preceding 6 months. Documentation section says pend if record lacks E3: The date of the prescriber visit relied on for B2).
Other devices: none. No professional CGM billed. (Meets X1, X2 - no exclusions apply).
Let's check the criteria:
A2: Type 2 diabetes mellitus treated with any insulin regimen. (Met)
B1: Training completed. (Met)
B2: Visit within preceding 6 months, attests to ongoing follow up. (Not met/missing date).
Documentation E3: The date of the prescriber visit relied on for B2. (Missing).
Since B2 is not affirmatively contradicted, but the record lacks the date of the prescriber visit (which is required for B2 and listed in E3 as a pend reason), the decision should be "pend".
Wait, does it affirmatively contradict? "no visit date is given and no office note from the preceding six months is included." This means it's missing, not contradicted. So it's a pend.
Decision: pend
Criteria: ["E3"]
Rationale: The request meets diagnostic and training criteria but lacks the date of the prescriber visit within the preceding six months required to verify management criteria B2.
Let's double check E3: "The date of the prescriber visit relied on for B2."
Yes, E3 is the exact identifier.
Wait, are there any other missing documentations?
E1: The insulin regimen relied on for A2. (Record says "insulin degludec 24 units daily and insulin aspart with meals", so E1 is met).
E2: N/A (A3 not used).
So just E3.
Decision: pend
Criteria: ["E3"]
Rationale: The request meets diagnosis and training requirements but lacks the date of the prescriber visit within the preceding six months, requiring a pend for missing documentation E3.
Let's refine rationale:
"The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, requiring a pend for documentation E3." (27 words).
Check rules:
"pend" — the record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request.
Criteria for pend: list only the documentation identifiers that are missing. -> ["E3"]
Looks solid.
Decision: "pend"
Criteria: ["E3"]
Rationale: "The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, requiring a pend for documentation E3."
Length: 28 words. Under 40 words.
JSON format only.
```json
{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, requiring a pend for documentation E3."
}
```
Done.json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, requiring a pend for documentation E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 811 tokens
The task is to evaluate a prior authorization request for a personal real-time continuous glucose monitor (CGM) based on medical policy MP-402.
Policy MP-402:
APPROVE when A and B are met.
A. DIAGNOSIS:
A1. Type 1
A2. Type 2 treated with any insulin regimen.
A3. Type 2 not on insulin, with level 2 hypoglycemia.
A4. Gestational on insulin.
B. MANAGEMENT:
B1. Trained on device or scheduled.
B2. In-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months.
Continuation: R1 (not applicable here, initial auth).
Exclusions:
X1. Concurrent second personal CGM.
X2. Professional CGM same date.
Documentation (pend where otherwise approvable but lacks):
E1. Insulin regimen for A2.
E2. Glucose value/date for A3.
E3. Date of prescriber visit relied on for B2.
Request details:
- Member: 71 yo.
- Item: personal real-time CGM, initial auth.
- Diagnosis: Type 2 diabetes on insulin degludec and insulin aspart (pharmacy fill history attached). -> Meets A2.
- Training: completed, certificate dated 2026-07-02. -> Meets B1.
- Prescriber visit: form asserts "seen regularly" and attests to ongoing follow-up, but *no visit date is given* and *no office note from preceding 6 months is included*. -> Fails to provide date for B2.
- Other devices: none. No professional CGM. -> No X1, X2.
Since it's otherwise approvable (meets A2, B1, no exclusions) but lacks the date of the prescriber visit relied on for B2, it falls under Documentation E3.
"pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2."
Decision: pend
Criteria: ["E3"]
Rationale: The request meets diagnosis and training criteria but lacks the date of the prescriber visit within the preceding six months required for management criterion B2.
Let's double check.
Diagnosis: Type 2 on insulin -> A2 met.
Training: completed -> B1 met.
Visit: no visit date given -> E3 missing.
Exclusions: none.
Decision: pend.
Criteria: ["E3"].
Rationale: The record supports the diagnosis and training requirements but lacks the date of the prescriber visit within the preceding six months, requiring a pend for missing documentation E3.
Wait, the rationale should be under 40 words.
"The request meets diagnosis and training criteria but lacks the date of the prescriber visit within the preceding six months, requiring a pend for missing documentation E3." -> 27 words.
Let's refine rationale:
"The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, triggering a pend for missing documentation E3." (29 words).
Check criteria format: "E3"
Check decision: "pend"
```json
{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, triggering a pend for missing documentation E3."
}
```
All good.json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The member meets diagnosis and training criteria, but the record lacks the date of the prescriber visit within the preceding six months, triggering a pend for missing documentation E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,163 tokens
The task is to evaluate a prior authorization request for a personal real-time continuous glucose monitor (CGM) based on Medical Policy MP-402.
Let's break down the policy and the request.
Policy MP-402:
APPROVE when A and B are met.
A. DIAGNOSIS:
A1. Type 1 DM
A2. Type 2 DM treated with any insulin regimen.
A3. Type 2 DM not treated with insulin, with documented history of at least one level 2 hypoglycemic event in preceding 12 months.
A4. Gestational DM requiring insulin.
B. MANAGEMENT:
B1. Member/caregiver trained on device use, or training scheduled.
B2. Member had in-person/telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months.
CONTINUATION: R1 (not applicable here, initial auth).
EXCLUSIONS:
X1. Concurrent auth of second personal CGM.
X2. Professional CGM billed on same DOS.
DOCUMENTATION (pend where otherwise approvable but record lacks):
E1. Insulin regimen relied on for A2.
E2. Glucose value and date relied on for A3.
E3. Date of the prescriber visit relied on for B2.
Request details:
- Member: 71-year-old.
- Requested item: personal real-time CGM, initial auth.
- Diagnosis: Type 2 DM on insulin degludec and insulin aspart. Pharmacy fill history attached and current. -> Meets A2. Insulin regimen is documented, so E1 is not missing.
- Training: completed, certificate dated 2026-07-02. -> Meets B1.
- Prescriber visit: Auth form asserts "seen regularly" and attests to ongoing follow-up, but *no visit date is given and no office note from the preceding six months is included*. -> Fails to document the date of the prescriber visit relied on for B2.
- Other devices: none. No professional CGM. -> No exclusions (X1, X2).
Evaluation:
- Diagnosis A2 is met.
- Management B1 is met.
- Management B2 requires a visit within the preceding 6 months. The record asserts regular visits and attests to follow-up, but lacks the *date* of the prescriber visit.
- Documentation section says: "pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2."
- Since the record lacks the date of the prescriber visit, and is otherwise approvable (A2 and B1 met, no exclusions), the decision should be "pend".
- Criteria for pend: list only the documentation identifiers that are missing. So, ["E3"].
Let's double check.
Decision: pend
Criteria: ["E3"]
Rationale: The request meets diagnostic and training criteria but lacks the date of the prescriber visit within the preceding six months required for B2.
Word count of rationale: "The request meets diagnostic and training criteria but lacks the date of the prescriber visit within the preceding six months required for B2." -> 24 words. Under 40 words.
Wait, is B2 affirmatively contradicted or just missing? "no visit date is given and no office note from the preceding six months is included." This means the record is silent on the specific date, which triggers E3. "pend where otherwise approvable but the record lacks... E3. The date of the prescriber visit relied on for B2."
So it's a pend.
Let's review the required JSON keys:
"decision": "pend"
"criteria": ["E3"]
"rationale": "The request meets diagnostic and training criteria but lacks the date of the prescriber visit within the preceding six months required for B2."
Check A2: Type 2 DM treated with any insulin regimen. (Met, insulin degludec and aspart).
Check B1: Training completed. (Met).
Check B2: Visit within 6 months. (Missing date -> E3).
Exclusions: None.
Everything aligns.
Decision: pend
Criteria: ["E3"]
Rationale: The record is otherwise approvable but lacks the date of the prescriber visit within the preceding six months, requiring a pend for missing documentation E3.
Let's refine rationale:
"The request meets diagnosis and training criteria but lacks the date of the prescriber visit within the preceding six months, triggering documentation requirement E3." (24 words).
Looks solid.
```json
{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets diagnosis and training criteria but lacks the date of the prescriber visit within the preceding six months, triggering documentation requirement E3."
}
```
Wait, should I say "within the preceding six months"? Yes, B2 requires it.
Is there any other missing info? E1? No, insulin regimen is documented (degludec and aspart). E2? Not applicable (A2 met).
So just E3.
Done.json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "The request meets diagnosis and training criteria but lacks the date of the prescriber visit within the preceding six months, triggering documentation requirement E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.3 · Z.ai2.1s · 586 out | 3.0s · 660 out | 7.0s · 1,318 out
Reasoning · 510 tokens
Let me work through this case.
Policy MP-402: CGM personal real-time, initial authorisation.
Decision requirements:
A. Diagnosis — one of:
- A1 Type 1: no, T2DM.
- A2 Type 2 treated with any insulin regimen: yes — on insulin degludec and aspart, fill history attached and current. So A2 is met.
- A3: not applicable (insulin-treated).
- A4: gestational — no.
So diagnosis satisfied via A2.
B. Management — both:
- B1: Training completed, certificate dated 2026-07-02. Met.
- B2: Member has had in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months. Record asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but NO visit date is given and no office note from preceding six months included.
So B2: the attestation part is present, but the visit within preceding 6 months is not documented — no date. The documentation section says: pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2.
This is exactly the E3 pend scenario. The record doesn't affirmatively contradict B2 — it just lacks the visit date. So the correct decision is "pend", with criteria ["E3"].
Check exclusions: X1 no concurrent second CGM, X2 no professional CGM — neither applies.
Continuation R1: initial authorisation, not applicable.
So decision: pend, criteria: ["E3"], rationale: one-two sentences under 40 words.
Rationale: "A2 and B1 are met, and no exclusion applies, but the record lacks the date of the prescriber visit within the preceding 6 months required by B2 (E3); pending office note or visit date."
Keep under 40 words. Let me count: "Diagnosis (A2) and training (B1) are satisfied and no exclusion applies, but the record lacks the prescriber visit date within the preceding six months required by B2; pend for that date (E3)." That's about 32 words. Good.
Criteria array: ["E3"] — for a pend, list only the documentation identifiers that are missing. E3 is the missing one. Yes.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis (A2) and training (B1) are satisfied and no exclusion applies, but the record lacks the prescriber visit date within the preceding six months required by B2, so it pends for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 555 tokens
Let me work through this.
Policy MP-402. Approve when A and B are met.
Diagnosis: Type 2 diabetes mellitus on insulin (degludec + aspart). So A2 is satisfied: Type 2 treated with any insulin regimen. E1 documentation: the insulin regimen relied on for A2 — the insulin regimen is documented (degludec 24 units daily, aspart with meals, pharmacy fill history attached and current). So E1 is present, no pend needed.
B1: Training completed, certificate dated 2026-07-02. Satisfied.
B2: Member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, AND prescriber attests to a plan for ongoing follow-up at least every 6 months. The record: the form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included.
So the visit date is missing — that's exactly E3: "The date of the prescriber visit relied on for B2." Pend where otherwise approvable but the record lacks E3.
Is anything affirmatively contradicted? No — the record asserts regular visits, so nothing contradicts B2; it just lacks the date. So the decision is pend, with criteria ["E3"].
Check exclusions: X1 no (no other devices), X2 no (no professional CGM billed).
So decision: pend, criteria: ["E3"], rationale: A2 met via documented insulin regimen; B1 met via training certificate; but no visit date within preceding 6 months documented — pended for E3.
For a pend, list only the documentation identifiers that are missing. E3 is missing. E1 is documented (regimen and fill history attached). So criteria = ["E3"].
Rationale under 40 words: "Type 2 diabetes on documented insulin therapy satisfies A2, and training is complete (B1), but the record lacks the prescriber visit date required for B2; pended for that documentation (E3)."
Count words: Type(1) 2(2) diabetes(3) on(4) documented(5) insulin(6) therapy(7) satisfies(8) A2,(9) and(10) training(11) is(12) complete(13) (B1),(14) but(15) the(16) record(17) lacks(18) the(19) prescriber(20) visit(21) date(22) required(23) for(24) B2;(25) pended(26) for(27) that(28) documentation(29) (E3).(30) — under 40. Good.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Type 2 diabetes on a documented insulin regimen satisfies A2, and training is complete (B1), but the record lacks the prescriber visit date needed to verify B2; pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,154 tokens
Let me work through this case.
Policy MP-402. Approve when A and B are met.
A. Diagnosis — one of:
- A1: Type 1 — no, member has T2DM.
- A2: Type 2 diabetes treated with any insulin regimen. The record says T2DM on insulin degludec 24 units daily and insulin aspart with meals, with pharmacy fill history attached and current. So A2 is satisfied — the insulin regimen is documented (degludec + aspart, fill history). E1 (pend where record lacks the insulin regimen relied on for A2) — here the insulin regimen IS documented, so no E1 pend needed.
B. Management — both:
- B1: trained or training scheduled. Training completed with certificate dated 2026-07-02. Satisfied.
- B2: in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months. The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included.
So B2's attestation part is satisfied (attests to ongoing follow-up), but the visit within preceding 6 months is not documented — no date, no note. The record is silent on the visit date.
Documentation section: pend where otherwise approvable but the record lacks:
- E3: The date of the prescriber visit relied on for B2.
The record lacks the date of the prescriber visit. So this is a PEND for E3.
Is it a pend or a denial? The distinction: a requirement the record affirmatively contradicts is denial; a requirement the record simply does not address, where the policy lists it as a documentation item, is a pend. Here, "seen regularly" suggests visits occurred but no date is given — the record doesn't contradict B2; it simply lacks the documentation (E3). The policy explicitly lists E3 as a pend item. Nothing else defeats the request (A2 met with documented insulin regimen, B1 met, no exclusions X1 or X2).
Decision: pend.
Criteria for a pend: list only the documentation identifiers that are missing — E3.
Rationale: one or two sentences under 40 words. Something like: "A2 and B1 are satisfied and no exclusion applies, but B2's visit-within-6-months requirement is not documented; the record lacks the prescriber visit date, which the policy lists as pend item E3."
Wait — should I consider whether "seen regularly" is enough? The policy requires a visit within the preceding 6 months with documentation. The assertion without a date doesn't establish it. E3 exists precisely for this. So pend is correct.
Also check E1: the insulin regimen relied on for A2 — it's documented (degludec 24 units daily, aspart with meals, fill history attached). Not missing. E2 is for A3, not applicable.
Criteria array: ["E3"].
Rationale under 40 words: "Type 2 diabetes on a documented insulin regimen satisfies A2, training satisfies B1, and no exclusion applies; however, the prescriber visit date within the preceding 6 months is absent, so B2 cannot be verified and the request pends for E3."
That's about 40 words. Let me count: "Type(1) 2(2) diabetes(3) on(4) a(5) documented(6) insulin(7) regimen(8) satisfies(9) A2(10), training(11) satisfies(12) B1(13), and(14) no(15) exclusion(16) applies(17); however(18), the(19) prescriber(20) visit(21) date(22) within(23) the(24) preceding(25) 6(26) months(27) is(28) absent(29), so(30) B2(31) cannot(32) be(33) verified(34) and(35) the(36) request(37) pends(38) for(39) E3(40)." — 40 words. Under 40 words means ≤40? "one or two sentences, under 40 words" — I should trim slightly to be safe.
"Diagnosis (A2) and training (B1) are met and no exclusion applies. The record lacks the prescriber visit date within the preceding 6 months, so B2 is undocument — the request pends for E3."
Hmm, let me write: "A2 and B1 are satisfied and no exclusion applies. The record lacks a prescriber visit date within the preceding 6 months, so B2 is not evidenced and the request pends per E3."
Word count: A2(1) and(2) B1(3) are(4) satisfied(5) and(6) no(7) exclusion(8) applies(9). The(10) record(11) lacks(12) a(13) prescriber(14) visit(15) date(16) within(17) the(18) preceding(19) 6(20) months(21), so(22) B2(23) is(24) not(25) evidenced(26) and(27) the(28) request(29) pends(30) per(31) E3(32). — 32 words. Good.
Output JSON:
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are satisfied and no exclusion applies. The record lacks a prescriber visit date within the preceding 6 months, so B2 is not evidenced and the request pends per E3."
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are satisfied and no exclusion applies. The record lacks a prescriber visit date within the preceding 6 months, so B2 is not evidenced and the request pends per E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.8 Max · Alibaba9.3s · 367 out | 8.8s · 413 out | 8.8s · 334 out
Reasoning · 304 tokens
We need answer JSON only. Need analyze policy. Request initial authorization personal real-time CGM. Policy approve when A and B met.
A diagnosis: Type 2 diabetes mellitus treated with any insulin regimen => A2. Record: Type 2 DM on insulin degludec and aspart, pharmacy fill history attached current. So A2 met, insulin regimen documented? E1 documentation: insulin regimen relied on for A2. Here regimen provided and fill history. So no E1 pend.
B management: B1 training completed certificate dated 2026-07-02. Need likely within? Policy just trained or scheduled. met.
B2: member had in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests plan ongoing follow-up at least every 6 months. Authorization form asserts seen regularly by endocrinology and attests ongoing follow-up, but no visit date given and no office note from preceding six months included. Policy documentation says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. Since no visit date, missing documentation E3. Nothing else defeats request. So pend. Criteria for pend: only documentation identifiers missing: E3. Decision pend. Rationale under 40 words. Need maybe mention A2 and B1 satisfied but B2 visit date missing. Ensure criteria array ["E3"].
Need output exactly fenced JSON. No extra.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Insulin-treated type 2 diabetes and training requirements are documented, but the record lacks the prescriber visit date required for B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 336 tokens
We need answer JSON only. Need apply policy. User request in English, so thinking English ok. Need determine decision, criteria, rationale.
Facts: Member 71, initial personal real-time CGM. Diagnosis Type 2 diabetes on insulin degludec basal and aspart mealtime; pharmacy fill history attached and current. So criterion A2 met: T2DM treated with insulin regimen. Management: B1 training completed certificate dated 2026-07-02. Need current date? Policy effective 2026-01-01, training date likely within? No request date given. But training completed, satisfies B1. B2 requires member has had in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests plan ongoing follow-up at least every 6 months. Auth form asserts seen regularly by endocrinology and attests ongoing follow-up, but no visit date and no office note preceding six months. Documentation section: pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. So record lacks visit date; nothing else defeats. A2 met, B1 met, exclusions none. So pend. Criteria for pend: only missing documentation identifiers. E3. Decision pend. Rationale under 40 words: Insulin-treated type 2 diabetes and training satisfy A2 and B1; no exclusions. B2 visit date absent, so pend per E3. Need maybe criteria array ["E3"]. Ensure not include A2 etc because for pend list only documentation identifiers missing. JSON only.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Insulin-treated type 2 diabetes and completed training satisfy A2 and B1, and no exclusion applies. The record lacks the prescriber visit date required for B2, so pend under E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 271 tokens
We need answer JSON only. Need analyze policy. Request initial auth personal real-time CGM. Member 71, T2DM on insulin degludec and aspart, fill history attached current. Diagnosis qualifies under A2: Type 2 diabetes treated with any insulin regimen. B1 training completed 2026-07-02. B2 requires visit within preceding 6 months and prescriber attests plan ongoing follow-up at least every 6 months. Record: auth form asserts seen regularly by endocrinology and attests ongoing follow-up, but no visit date given and no office note from preceding six months. Documentation section says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. Since no visit date, pend. Need criteria for pend: only documentation identifiers missing: E3. Decision pend. Rationale under 40 words. Need maybe A2 satisfied, B1 satisfied, B2 missing visit date. Criteria array ["E3"]. Ensure not cite B2? Instructions: for pend, list only documentation identifiers missing. So E3. Rationale: Insulin-treated type 2 diabetes and training are documented, but the required prescriber visit date for B2 is absent; pend per E3. Word count okay. JSON only.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Insulin-treated type 2 diabetes and device training are documented, but the record lacks the prescriber visit date required for B2."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Terra · OpenAI1.6s · 58 out | 1.6s · 56 out | 1.4s · 56 out
json{"decision":"pend","criteria":["E3"],"rationale":"The member meets the Type 2 diabetes insulin criterion and training requirement. The record lacks the date of a prescriber visit within the preceding six months required to support B2."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"pend","criteria":["E3"],"rationale":"The insulin regimen supports A2 and training supports B1, but the record lacks the date of a prescriber visit within the preceding six months required for B2."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"pend","criteria":["E3"],"rationale":"The insulin regimen supports A2 and training supports B1. The record lacks the date of a prescriber visit within the preceding six months required to support B2."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.3 Flash · Z.ai17.0s · 606 out | 24.4s · 692 out | 26.6s · 1,037 out
Reasoning · 528 tokens
Let me work through this.
Policy MP-402. Personal real-time CGM, initial authorisation.
A. DIAGNOSIS:
- A2: Type 2 diabetes treated with any insulin regimen. The record states Type 2 diabetes on insulin degludec 24 units daily plus insulin aspart with meals, and pharmacy fill history attached and current. So A2 is satisfied. Insulin regimen is documented (degludec 24 units daily, aspart with meals), so E1 not needed.
B. MANAGEMENT:
- B1: Training completed, certificate dated 2026-07-02. Satisfied.
- B2: Prescriber visit within preceding 6 months AND prescriber attests to a plan for ongoing follow-up at least every 6 months. The form asserts "seen regularly by endocrinology" and attests to follow-up, but no visit date given, no office note from preceding six months. So the record is silent on the date of the prescriber visit. That's exactly E3: "The date of the prescriber visit relied on for B2."
So per the decision rules: "pend" — the record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request. Nothing else defeats it: A2 satisfied, B1 satisfied, no exclusions. B2's attestation of follow-up plan is present; the missing piece is the visit date. So pend with criteria [E3].
Wait — is B2 "affirmatively contradicted" or "simply not addressed"? The record asserts visits occur but gives no date. The policy documentation section lists E3 for pend where otherwise approvable but the record lacks the date of the prescriber visit. This is a documented pend item. So pend, criteria [E3].
Rationale: under 40 words, one or two sentences.
Criteria for pend: "list only the documentation identifiers that are missing." So ["E3"].
Decision: "pend".
Rationale: "A2 is satisfied by documented insulin regimen; B1 met by training certificate. B2's required visit date is absent, which is documentation item E3, so the request pends rather than denies." Keep under 40 words.
Count words: "A2 satisfied by attached insulin fill history; B1 met by training certificate. The prescriber visit date required by B2 is missing (E3), so the request pends." That's about 27 words. Good.
Output: exactly one fenced JSON code block.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is satisfied by the attached, current insulin fill history and B1 by the training certificate, so the request is otherwise approvable. B2's prescriber visit date is absent from the record, which is documentation item E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 604 tokens
Let me work through this case.
Policy MP-402 — CGM personal real-time, initial authorisation.
A. Diagnosis: A2 — Type 2 diabetes treated with any insulin regimen. The member is on insulin degludec and insulin aspart, with pharmacy fill history attached and current. So A2 is satisfied with documentation.
B. Management:
- B1: Training completed, certificate dated 2026-07-02. Satisfied.
- B2: In-person or telehealth visit with prescriber within preceding 6 months, AND prescriber attests to a plan for ongoing follow-up at least every 6 months. The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included.
Is B2 affirmatively contradicted, or is it simply not documented?
The record does not provide a visit date. The assertion "seen regularly" does not establish a visit within the preceding 6 months. The policy's documentation section lists E3: "The date of the prescriber visit relied on for B2" as a pend item — pend where otherwise approvable but the record lacks it.
So the record is silent on the visit date; nothing affirmatively contradicts B2 (we don't know there was no visit; we just don't have the date). The policy explicitly tells us to pend for E3 when otherwise approvable. The member is otherwise approvable: A2 met with documentation (insulin regimen documented — E1 not missing, the regimen is stated: degludec 24 units daily + aspart with meals), B1 met, B2 partially — attestation to follow-up present, but the visit date missing.
So decision: pend. Criteria: E3 only (for a pend, list only the documentation identifiers that are missing).
Wait — is E1 missing? The insulin regimen relied on for A2. The record states the regimen: insulin degludec 24 units daily and insulin aspart with meals, with fill history attached. So E1 is documented. Not missing.
E2 is for A3, not applicable.
E3 is missing: the date of the prescriber visit relied on for B2.
Decision: pend.
Rationale: Under 40 words. Something like: "A2 and B1 are documented (insulin regimen with fill history; training certificate dated 2026-07-02). B2's prescriber-visit date is absent, so per documentation item E3 the request pends; nothing affirmatively defeats it."
Word count check: Let me draft: "A2 and B1 are documented; B2's required visit date is absent, and the policy directs a pend under E3 where otherwise approvable. No exclusion applies." That's about 27 words. Good.
Criteria: ["E3"].
Decision: "pend".json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is documented (both insulins with current fill history) and B1 is met by the 2026-07-02 training certificate. B2's required prescriber-visit date is absent, so the record pends per documentation item E3; no exclusion applies."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 956 tokens
Let me work through this carefully.
Policy MP-402. Initial authorisation for personal real-time CGM. APPROVE when A and B are met.
A. Diagnosis: Type 2 diabetes on insulin regimen → A2 is satisfied. The record states insulin degludec 24 units daily and insulin aspart with meals, with pharmacy fill history attached and current. So A2 is met, and importantly E1 (insulin regimen relied on for A2) is documented — the specific insulins and fill history are given. So no pend for E1.
B. Management:
- B1: Training completed, certificate dated 2026-07-02. Met.
- B2: Member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, AND prescriber attests to a plan for ongoing follow-up at least every 6 months. The record asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included.
So B2's requirement of a visit within the preceding 6 months is not documented. Is this a denial or a pend?
The task instructions: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND."
The record does not contradict the visit requirement — it asserts regular endocrinology visits but provides no date. The policy's documentation section lists E3: "The date of the prescriber visit relied on for B2." So the missing visit date is exactly E3.
The pend rule: "pend where otherwise approvable but the record lacks" E3. The record is otherwise approvable: A2 met, B1 met, the attestation part of B2 (follow-up plan) is present, only the visit date documentation is missing. Nothing else defeats the request — no exclusions (X1: no concurrent second CGM; X2: no professional CGM billed).
Also note: policy effective 2026-01-01. Training certificate dated 2026-07-02, so we're sometime after that date. The visit must be within preceding 6 months — we can't verify because no date is given. The record doesn't affirmatively say "no visit in the past 6 months"; it asserts "seen regularly" which is consistent with a visit within 6 months, just not documented with a date. So it's a documentation gap → pend for E3.
Decision: pend.
Criteria: for a pend, list only the documentation identifiers that are missing. That's E3. Should I also list E1? No — the insulin regimen is documented (degludec 24 units daily + aspart with meals, with fill history). So only E3.
Wait — should criteria for a pend include anything else? The instructions: "For a pend, list only the documentation identifiers that are missing." So ["E3"].
Rationale: one or two sentences, under 40 words. Something like: "Type 2 diabetes on insulin satisfies A2 and training is complete (B1), and no exclusion applies, but the prescriber visit date required for B2 is not documented; pend for E3."
Count words: "Type 2 diabetes on insulin satisfies A2 and training is complete (B1); no exclusion applies, but the prescriber visit date required for B2 is undocumented — pend for the visit date (E3)." That's roughly 35 words. Fine.
Let me draft: "A2 is met (Type 2 diabetes on documented insulin regimen), B1 is met, and no exclusion applies, but the record lacks a dated prescriber visit within 6 months for B2; pend for E3."
Word count: A2(1) is(2) met(3) Type(4) 2(5) diabetes(6) on(7) documented(8) insulin(9) regimen(10) B1(11) is(12) met(13) and(14) no(15) exclusion(16) applies(17) but(18) the(19) record(20) lacks(21) a(22) dated(23) prescriber(24) visit(25) within(26) 6(27) months(28) for(29) B2(30) pend(31) for(32) E3(33). ~33 words. Good.
Output exactly one fenced JSON code block.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (Type 2 diabetes on a documented insulin regimen with fill history), B1 is met, and no exclusion applies, but the record lacks the dated prescriber visit within 6 months needed for B2; pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Hunyuan 4 · Tencent168.8s · 2,894 out | 83.6s · 4,627 out | 74.0s · 3,997 out
Reasoning · 2,806 tokens
We need answer JSON only. Need apply policy MP-402.
We have request: personal real-time CGM initial auth. Member 71. Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history attached and current. Training completed cert dated 2026-07-02. Prescriber visit: form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date given and no office note from preceding six months included. Other devices: none. No professional CGM.
Policy:
APPROVE when A and B are met.
A diagnosis: one of A1, A2, A3, A4.
A2: Type 2 diabetes mellitus treated with any insulin regimen. Record says Type 2 DM on insulin degludec and insulin aspart with meals; pharmacy fill history attached and current. So A2 met. Need maybe E1? E1: The insulin regimen relied on for A2. Documentation section: pend where otherwise approvable but record lacks E1. Record includes insulin regimen (degludec 24 units daily and aspart with meals) and pharmacy fill history attached current. So E1 present? Documentation says pend where record lacks "The insulin regimen relied on for A2." The record includes the regimen. So not missing. For A2, the insulin regimen is specified. Good.
B management: both B1 and B2.
B1: member/caregiver trained on device use, or training scheduled. Training completed cert dated 2026-07-02. Satisfied.
B2: member has had an in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months.
Record: authorisation form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included. Documentation section: pend where otherwise approvable but the record lacks E3: The date of the prescriber visit relied on for B2.
So B2 requires visit within preceding 6 months; record doesn't give visit date. It asserts "seen regularly by endocrinology" but no date; no office note. Does the record affirmatively contradict B2? It says no visit date is given. The policy documentation lists E3 (date of prescriber visit relied on for B2) as pend item. Since record lacks date, pend. Does it also lack proof of visit within 6 months? The documentation only lists E3 as missing date; it says "no office note from preceding six months is included." Is that a missing documentation item? Let's parse.
B2: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The record attests to ongoing follow-up. It asserts "seen regularly by endocrinology". But no visit date. No office note from preceding six months included.
Documentation section: "pend where otherwise approvable but the record lacks: E1... E2... E3. The date of the prescriber visit relied on for B2." This is the only documentation item relevant. It doesn't list "office note" as documentation item; but the absence of office note means we cannot verify the visit occurred within 6 months except an assertion. The task instructions: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." The policy lists E3 as documentation item for B2 date. It doesn't list the office note as a pend item. But B2 itself requires the visit within preceding 6 months. If the record says "seen regularly by endocrinology" but no visit date, and no office note, is that "affirmatively contradicts" or "does not address"? It doesn't affirmatively contradict. It simply does not provide a date. It provides an assertion without date. The policy's documentation section explicitly says to pend for missing E3 (date of prescriber visit). It does not say to pend for missing office note. However, if there is no office note and no date, B2 cannot be verified. The policy's documentation section is the guide for pend items: "DOCUMENTATION — pend where otherwise approvable but the record lacks: E1... E2... E3...". The only listed item is E3. Since no visit date given, we pend for E3.
Wait: Is the request otherwise approvable? Need check A and B except missing documentation. A2 met. B1 met. B2: prescriber attests to ongoing follow-up: yes, form attests to ongoing follow-up. Visit within preceding 6 months: The form asserts seen regularly by endocrinology. Is that enough to meet B2's visit requirement? It asserts regular visits but no date. The policy documentation specifically requires date of prescriber visit relied on for B2. Since date missing, we must pend. The decision: pend.
Criteria for pend: "For a pend, list only the documentation identifiers that are missing." So criteria: ["E3"].
Decision: "pend". Rationale: one or two sentences under 40 words. Need mention A2 and B1 met, B2 attestation present but visit date missing; pend for E3. Under 40 words. Example: "A2 is met (Type 2 on insulin with fills). B1 is met (training 2026-07-02). B2 attestation to follow-up is present, but the prescriber visit date is missing, so pended for E3." Count words: A2(1) is(2) met(3) (Type(4) 2(5) on(6) insulin(7) with(8) fills)(9). B1(10) is(11) met(12) (training(13) 2026-07-02)(14). B2(15) attestation(16) to(17) follow-up(18) is(19) present(20), but(21) the(22) prescriber(23) visit(24) date(25) is(26) missing(27), so(28) pended(29) for(30) E3(31). 31 words. Good.
Need ensure no other criteria. Should we list something else? Let's verify exclusions: X1 concurrent second personal CGM: none. X2 professional CGM billed same date: none. Continuation R1 only after initial 12 months; this is initial authorization, so not applicable. No need cite R1.
A criteria: For approval we'd cite A2 (or A2? The branch: A2. Type 2 diabetes mellitus treated with any insulin regimen. There's no numbered alternative under A2? A has A1, A2, A3, A4. They are the numbered alternatives. Cite A2. For B1, B2. For pend, only missing documentation identifiers. So criteria array ["E3"].
Wait: The instruction: "For a pend, list only the documentation identifiers that are missing." Does "E3" count as documentation identifier? Yes, documentation section identifiers are E1, E2, E3. So ["E3"].
But let's be careful: Is there also missing E1? "The insulin regimen relied on for A2." The record includes insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history attached and current. That is the regimen relied on for A2. So not missing. E2 is for A3 (glucose value and date). Not relevant because A2 used, not A3. So only E3 missing.
Check B2 requirement: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The record: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." Does the lack of office note mean we also lack evidence of the visit? The documentation section does not list office note as a pend item. It only lists E3 date. However, if no office note and no date, is the requirement "simply does not address"? The assertion "seen regularly by endocrinology" addresses that visits happen, but no date. It does not affirmatively contradict. Policy says pend for missing date. So we pend, not deny. Good.
But wait: The prescriber attests to ongoing follow-up. The form asserts "seen regularly by endocrinology". The policy B2 requires a visit within preceding 6 months AND attestation to plan for ongoing follow-up at least every 6 months. The phrase "seen regularly by endocrinology" is an assertion of regular visits but no specific date. Without a date, we can't confirm within 6 months. The documentation list says pend where lacks E3: "The date of the prescriber visit relied on for B2." That matches. The absence of office note is perhaps implicit in lack of date? No, office note is not a listed documentation item. The policy's documentation section is exhaustive? It says "pend where otherwise approvable but the record lacks: E1... E2... E3...". If the record lacked office note, is that a documentation item? Not listed; but the requirement itself is a visit within 6 months. If there is no office note, the record may lack substantiation of the visit. But the policy explicitly tells us to pend for the date, not for the note. The instructions: "A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." Since the policy lists E3 as the documentation item for B2, and the record does not address the date, we pend. The missing office note is not a listed documentation item, so it's not a pend identifier. We shouldn't list it. Could the missing office note cause a denial? No, because it's not an affirmative contradiction. The record doesn't say there was no visit; it asserts regular visits. So no denial.
Decision pend. Criteria ["E3"].
Need rationale under 40 words, one or two sentences. We already have. Ensure no currency etc. Just JSON.
Let's craft final JSON:
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (Type 2 on insulin with fills). B1 is met (training 2026-07-02). B2 attestation to follow-up is present, but the prescriber visit date is missing, so pended for E3."
}
Count rationale words: Let's recount with hyphenated date as one word? "2026-07-02" maybe one word. The sentence: "A2 is met (Type 2 on insulin with fills). B1 is met (training 2026-07-02). B2 attestation to follow-up is present, but the prescriber visit date is missing, so pended for E3."
Words:
1 A2
2 is
3 met
4 (Type
5 2
6 on
7 insulin
8 with
9 fills).
10 B1
11 is
12 met
13 (training
14 2026-07-02).
15 B2
16 attestation
17 to
18 follow-up
19 is
20 present,
21 but
22 the
23 prescriber
24 visit
25 date
26 is
27 missing,
28 so
29 pended
30 for
31 E3.
32? Wait "A2" is one, yes. That's 31? Let's list properly:
1 A2
2 is
3 met
4 Type (if paren, still word)
5 2
6 on
7 insulin
8 with
9 fills
10 B1
11 is
12 met
13 training
14 2026-07-02
15 B2
16 attestation
17 to
18 follow-up
19 is
20 present
21 but
22 the
23 prescriber
24 visit
25 date
26 is
27 missing
28 so
29 pended
30 for
31 E3
That's 31 words. Under 40.
Check if rationale needs mention no exclusion? Not necessary. The instructions: rationale one or two sentences, under 40 words. It can just explain decision.
Could there be a need to cite B2 as a criterion for pend? The instructions: "For a pend, list only the documentation identifiers that are missing." So do not list B2. Only ["E3"].
Double-check decision string exactly: "pend". Yes.
Criteria identifiers exactly as policy: E3.
Now final answer with exactly one fenced JSON code block and nothing else. No preamble. Must be ```json ... ```. Ensure valid JSON. Use null? Not needed.
Let's produce.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (Type 2 on insulin with fills). B1 is met (training 2026-07-02). B2 attestation to follow-up is present, but the prescriber visit date is missing, so pended for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 4,542 tokens
We need answer JSON only. Need apply MP-402.
Let's parse request.
Member 71, requested personal real-time CGM, initial authorisation. Diagnosis: Type 2 DM on insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history for both insulins attached and current. Training completed cert 2026-07-02. Prescriber visit: form asserts "seen regularly by endocrinology" and attests ongoing follow-up, but no visit date given and no office note from preceding six months included. Other devices none, no professional CGM billed.
Policy MP-402 effective 2026-01-01. APPROVE when A and B met.
A. Diagnosis one of:
A1 T1DM. Not present.
A2 T2DM treated with any insulin regimen. Present? Diagnosis Type 2 DM on insulin degludec and aspart; fill history attached and current. So insulin regimen documented? It says regimen is insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history for both insulins is attached and current. That's the insulin regimen relied on for A2. Documentation section: pend where otherwise approvable but record lacks E1 The insulin regimen relied on for A2. Here regimen is in request: drug names, doses, frequency; pharmacy fill history attached and current. Does it lack E1? It provides regimen. So E1 satisfied.
A3 T2DM not treated with insulin with documented level 2 hypo. Not applicable (treated with insulin). A4 Gestational requiring insulin. No.
So A2 met, with regimen documented: insulin degludec 24 units daily and insulin aspart with meals; pharmacy fills attached and current. Good.
B. MANAGEMENT both:
B1 member/caregiver trained on device use, or training scheduled. Training completed cert 2026-07-02. Satisfied.
B2 member has had an in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to a plan for ongoing follow-up at least every 6 months. Record: form asserts "seen regularly by endocrinology" and attests ongoing follow-up, but no visit date is given and no office note from preceding six months included. Need determine: B2 requires (a) visit within preceding 6 months, (b) prescriber attests to plan for ongoing follow-up at least every 6 months.
Here attests ongoing follow-up (though no frequency specified? It says attests to ongoing follow-up, but no explicit "at least every 6 months"; however the requirement is prescriber attests to a plan for ongoing follow-up at least every 6 months. The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up. Does that satisfy "attests to a plan for ongoing follow-up at least every 6 months"? It says attests to ongoing follow-up, but not necessarily frequency. Is that a requirement not addressed? Let's examine.
The pending documentation E3: "The date of the prescriber visit relied on for B2." The documentation section says pend where otherwise approvable but the record lacks: E1 insulin regimen for A2, E2 glucose value/date for A3, E3 date of prescriber visit relied on for B2.
It does not list as pend item the attestation content itself, only date of visit. So if the record lacks the date of the prescriber visit relied on for B2, pend. Is the attestation of ongoing follow-up satisfied? The form "attests to ongoing follow-up". Does policy require attestation to plan for ongoing follow-up at least every 6 months. The record says "attests to ongoing follow-up" maybe lacking frequency. But documentation section only lists E3 missing date of visit. It does not list missing attestation frequency. Since B2 has two components: visit within 6 months and attestation to plan for ongoing follow-up at least every 6 months. The record lacks visit date, and no office note from preceding six months included. That means the visit within preceding 6 months is not documented. The policy documentation says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. Thus decision should be PEND. Criteria: list only the documentation identifiers that are missing. That would be E3. Wait: Do we need also list B2? The output contract: "For a pend, list only the documentation identifiers that are missing." The identifiers are E1, E2, E3 etc. So criteria: ["E3"].
But wait, is there any exclusion? X1 none. X2 none. Continuation R1? This is initial auth, not continuation, so R1 not applicable.
But need decide if it's "pend" vs "deny". The rule: A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND. Requirement: B2 visit within preceding 6 months. The record asserts "seen regularly by endocrinology" but no visit date; no office note. So the date of prescriber visit relied on for B2 is missing. Policy documentation lists E3 as pend item: date of prescriber visit relied on for B2. So pend. Also is there documentation item for the attestation frequency? Not listed. It says form attests to ongoing follow-up; perhaps that's enough for the attestation component? The policy requires attests to a plan for ongoing follow-up at least every 6 months. The form says "attests to ongoing follow-up". Does it say every 6 months? It doesn't specify frequency. But the documentation list doesn't include missing attestation details, only E3 date. However the definition of pend: "Pend: neither approve nor deny; route for additional information or human review." "the record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request". The documentation section says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. The record is silent on date. Nothing else defeats? Let's examine if B2's attestation component is met: The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up. Does it attest to plan for ongoing follow-up at least every 6 months? "ongoing follow-up" maybe implies regular follow-up, but not explicitly every 6 months. If the policy requires attests to plan for ongoing follow-up at least every 6 months, and the record only says attests to ongoing follow-up, is that a failure? But the documentation section does not list an E identifier for attestation frequency. The instructions say: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." If the record says "attests to ongoing follow-up" without frequency, is it "simply does not address" the frequency? It partially addresses (ongoing follow-up) but not at least every 6 months. However, since the policy's documentation section does not list that as a pend item, maybe it's not a pend item; but is it a requirement? Let's check B2 wording: "the prescriber attests to a plan for ongoing follow-up at least every 6 months." The form attests to ongoing follow-up. Does "ongoing follow-up" mean a plan for ongoing follow-up, but not specifying frequency. Is that enough? Actually "at least every 6 months" is a minimum frequency. If the prescriber attests to ongoing follow-up, but not frequency, we cannot verify at least every 6 months. But the policy documentation list: E3 only date of visit. It doesn't say pend for missing attestation frequency. But maybe the attestation is present (attests to ongoing follow-up), and the frequency could be interpreted? The task says "attests to ongoing follow-up" maybe meets "plan for ongoing follow-up" but missing "at least every 6 months"? Wait, B2 says "and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The form: "attests to ongoing follow-up". Is that an attestation to a plan for ongoing follow-up at least every 6 months? It doesn't include the frequency. If the policy requires a plan for ongoing follow-up at least every 6 months, and the record merely says ongoing follow-up, that's not a documented plan with frequency. But the documentation section does not list that as a pend item. The instructions: "Where a policy letter has numbered alternatives, cite the numbered alternative." For pend, list only the documentation identifiers that are missing. Since only E3 is a documentation identifier, and it's missing, pend criteria ["E3"].
But let's double-check if the request could be denied because B2 not met: no visit date and no office note from preceding six months included. The policy requirement B2: member has had an in-person or telehealth visit with prescriber within preceding 6 months. The record has no visit date and no office note. It asserts "seen regularly by endocrinology" but no date. The documentation section says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. Here the record lacks the date. Does it also lack evidence of the visit (office note)? The documentation item is specifically the date of the prescriber visit relied on for B2. If there is no office note and no date, is that a lack of date or a lack of visit entirely? The policy says: visit within preceding 6 months. The record "asserts seen regularly by endocrinology" - that is an assertion but no date and no note. The documentation pend item E3 is "The date of the prescriber visit relied on for B2." Since no date is given, pend. The lack of office note might be part of not substantiating the visit, but the policy's documentation list specifically captures the date; maybe once date given, visit can be verified from records? But no office note included either. However, the pend instruction says "the record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request". The record is silent on the date. It also maybe is silent on the actual visit (no note), but the documentation item is the date. Since E3 is listed, pend.
Need check "Other devices: none. No professional CGM billed." Exclusions X1 and X2 not applicable. So no denial.
Continuation R1 only for continuation after initial 12 months. This is initial authorisation. So R1 not relevant.
Criteria: For a pend, list only the documentation identifiers that are missing. So ["E3"].
Decision: "pend".
Rationale: one or two sentences, under 40 words. Need craft: "A2 and B1 are met and no exclusion applies, but B2 cannot be confirmed: the prescriber visit is asserted without a date, and the policy pends for the missing visit date under E3." Count words. Let's count: A2(1) and(2) B1(3) are(4) met(5) and(6) no(7) exclusion(8) applies(9), but(10) B2(11) cannot(12) be(13) confirmed(14): the(15) prescriber(16) visit(17) is(18) asserted(19) without(20) a(21) date(22), and(23) the(24) policy(25) pends(26) for(27) the(28) missing(29) visit(30) date(31) under(32) E3(33). 33 words. Under 40. Good. Need maybe mention A2 regimen documented? "Type 2 on insulin with regimen documented (A2), training done (B1); no exclusions. However, B2 lacks the visit date required for the 6-month prescriber visit, so pend under E3." Count: Type(1) 2(2) on(3) insulin(4) with(5) regimen(6) documented(7) (A2)(8), training(9) done(10) (B1)(11); no(12) exclusions(13). However(14), B2(15) lacks(16) the(17) visit(18) date(19) required(20) for(21) the(22) 6-month(23) prescriber(24) visit(25), so(26) pend(27) under(28) E3(29). 29 words. Good. Must be one or two sentences. That's two sentences? Actually first sentence ends with exclusions. Second: However... visit, so pend under E3. That's two sentences. Under 40 words.
Need ensure JSON valid. Keys: decision, criteria, rationale.
Decision "pend" lowercase exactly. criteria: ["E3"].
Wait, check if we should cite "B2" in criteria for pend? The instructions: "For a pend, list only the documentation identifiers that are missing." Documentation identifiers are E1, E2, E3. They are identified as E1 etc. Not B2. So only E3. It says "list only the documentation identifiers that are missing." Yes.
But let's consider if E1 is missing? The insulin regimen relied on for A2. Is the regimen documented? The request states "insulin degludec 24 units daily and insulin aspart with meals; the pharmacy fill history for both insulins is attached and current." That is the regimen. So E1 not missing. Good.
What about A2 itself: Type 2 diabetes mellitus treated with any insulin regimen. The record has diagnosis T2DM on insulin degludec and aspart. Yes.
Need date context: Effective 2026-01-01. Training cert date 2026-07-02. Request presumably in 2026 after 2026-07-02? Not given. The prescriber visit is said no date. preceding 6 months relative to request date? Request date not given. But E3 is date of visit relied on for B2. Since no date, pend.
Should we mention "no office note from preceding six months included" in rationale? Could. But keep under 40 words. Let's craft final rationale: "Type 2 diabetes on insulin with the regimen documented meets A2, and training is complete for B1; no exclusions apply. B2 is not confirmed because the prescriber visit has no date and no note, so the request pends for the missing visit date under E3." Count words: Type(1) 2(2) diabetes(3) on(4) insulin(5) with(6) the(7) regimen(8) documented(9) meets(10) A2(11), and(12) training(13) is(14) complete(15) for(16) B1(17); no(18) exclusions(19) apply(20). B2(21) is(22) not(23) confirmed(24) because(25) the(26) prescriber(27) visit(28) has(29) no(30) date(31) and(32) no(33) note(34), so(35) the(36) request(37) pends(38) for(39) the(40) missing(41) visit(42) date(43) under(44) E3(45). Oops 45 words >40. Need shorten.
Try: "A2 is met (T2DM on insulin with regimen documented) and B1 is met (training completed); no exclusions apply. The prescriber visit for B2 lacks a date and note, so pend under E3 for the missing visit date." Count: A2(1) is(2) met(3) (T2DM(4) on(5) insulin(6) with(7) regimen(8) documented)(9) and(10) B1(11) is(12) met(13) (training(14) completed)(15); no(16) exclusions(17) apply(18). The(19) prescriber(20) visit(21) for(22) B2(23) lacks(24) a(25) date(26) and(27) note(28), so(29) pend(30) under(31) E3(32) for(33) the(34) missing(35) visit(36) date(37). 37 words. Good. Wait parentheses count as words? Usually words separated by spaces. The string: "A2 is met (T2DM on insulin with regimen documented) and B1 is met (training completed); no exclusions apply. The prescriber visit for B2 lacks a date and note, so pend under E3 for the missing visit date." Let's count tokens by spaces: A2(1) is(2) met(3) (T2DM(4) on(5) insulin(6) with(7) regimen(8) documented)(9) and(10) B1(11) is(12) met(13) (training(14) completed)(15); no(16) exclusions(17) apply.(18) The(19) prescriber(20) visit(21) for(22) B2(23) lacks(24) a(25) date(26) and(27) note,(28) so(29) pend(30) under(31) E3(32) for(33) the(34) missing(35) visit(36) date.(37) Yes 37 words. Under 40. Good.
Need ensure the rationale is one or two sentences. It's two sentences (first ends with apply. second ends with date.). Good.
Check JSON:
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (T2DM on insulin with regimen documented) and B1 is met (training completed); no exclusions apply. The prescriber visit for B2 lacks a date and note, so pend under E3 for the missing visit date."
}
Need verify decision value exactly one of "approve", "deny", "pend", "not_applicable". "pend" yes.
Could the answer be "deny" because the record lacks office note and only asserts seen regularly, and B2 requires visit within preceding 6 months; but documentation section says pend for E3 date, not for note. The policy: "DOCUMENTATION — pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2." The record lacks the date. Could one argue that because there is no office note, the visit itself is not documented, which is more than just missing date? But policy says pend where otherwise approvable but lacks date. "Seen regularly by endocrinology" is an assertion of visits, but no date. That's exactly lacking date. The lack of office note is not a listed documentation item. The instructions say: "A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." The requirement of visit is not addressed with a date. The policy lists E3 as the documentation item (date). So pend. Not deny. Also "nothing else defeats the request": exclusions none, A met, B1 met. So pend.
Wait, B2 also requires "prescriber attests to a plan for ongoing follow-up at least every 6 months." The form attests to ongoing follow-up. Does the record lack the plan frequency? Let's examine if this defeats? The documentation list does not include an E for attestation frequency. It says "attests to ongoing follow-up" - the form asserts and attests. The policy says attests to a plan for ongoing follow-up at least every 6 months. Is "ongoing follow-up" equivalent? If the prescriber attests to ongoing follow-up, without specifying frequency, maybe it's insufficient. But since the policy's documentation section explicitly says pend where record lacks E3 date of visit, and does not list missing attestation frequency, the only pend item is E3. If the attestation were insufficient, would that be a denial? Let's parse B2: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The record: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up". It does attest to ongoing follow-up. Does it attest to a plan? It says attests to ongoing follow-up. The frequency "at least every 6 months" is not explicit. But "seen regularly" might imply regular follow-up. The documentation item E3 is about the visit date. The attestation part seems present, albeit maybe not perfect. The task likely focuses on missing date; E3 is specifically listed. So pend.
Need final answer: exactly one fenced JSON code block and nothing else. No preamble. Use ```json ... ```. Ensure no trailing text. Let's produce.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 is met (T2DM on insulin with regimen documented) and B1 is met (training completed); no exclusions apply. The prescriber visit for B2 lacks a date and note, so pend under E3 for the missing visit date."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 3,918 tokens
We need answer prior auth task. Need apply policy MP-402 CGM personal real-time. Request: 71-year-old, personal real-time CGM, initial authorisation. Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history for both insulins attached and current. Training: completed, certificate dated 2026-07-02. Prescriber visit: form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date and no office note from preceding six months. Other devices: none, no professional CGM.
Policy: APPROVE when A and B are met.
A: diagnosis one of:
A1 Type 1.
A2 Type 2 DM treated with any insulin regimen.
A3 Type 2 DM not treated with insulin, with documented history level 2 hypo (glucose <54) in preceding 12 months.
A4 Gestational diabetes requiring insulin.
B: both:
B1 member/caregiver trained on device use, or training scheduled.
B2 member had in-person/telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months.
Continuation R1 not relevant initial.
Exclusions X1 second personal CGM; none. X2 professional CGM same DOS; none.
Documentation: pend where otherwise approvable but record lacks:
E1 insulin regimen relied on for A2.
E2 glucose value and date for A3.
E3 date of prescriber visit relied on for B2.
We need decide: Is every requirement satisfied? Let's inspect.
Diagnosis: Type 2 DM on insulin degludec and aspart. This satisfies A2. Need insulin regimen relied on for A2 documented? Documentation lists E1: The insulin regimen relied on for A2. Is the record lacking? It says "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals; the pharmacy fill history for both insulins is attached and current." That is the insulin regimen, including specific insulins/doses and attached current pharmacy fill history. So E1 is satisfied? Documentation says pend where otherwise approvable but record lacks E1 insulin regimen relied on for A2. Here record includes insulin regimen (degludec 24 units daily and aspart with meals) and pharmacy fills. So E1 not missing. No need pend for E1.
Training: B1: trained completed, certificate dated 2026-07-02. B1 satisfied. Good.
B2: member has had in-person/telehealth visit with prescriber within preceding 6 months, AND prescriber attests to plan for ongoing follow-up at least every 6 months. Record: form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included.
B2 has two components: (1) visit within preceding 6 months; (2) prescriber attests to plan follow-up at least every 6 months. The record attests to ongoing follow-up, but does that satisfy attestation? It says "attests to ongoing follow-up". It does not explicitly say "at least every 6 months", but "ongoing follow-up" maybe? Policy B2: prescriber attests to a plan for ongoing follow-up at least every 6 months. The form "attests to ongoing follow-up" might be insufficient? Wait, read carefully: "Prescriber visit: The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." It says attests to ongoing follow-up, not necessarily every 6 months. But B2 requires "prescriber attests to a plan for ongoing follow-up at least every 6 months." Is the attestation missing the every 6 months frequency? The documentation pend list includes E3: The date of the prescriber visit relied on for B2. It does not list a missing attestation of follow-up frequency; E3 only relates to date of prescriber visit. Documentation section: "pend where otherwise approvable but the record lacks: E1... E2... E3. The date of the prescriber visit relied on for B2." It doesn't mention attestation content as a pend item. The task instruction: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND. That distinction is scored." So for requirement not addressed and listed as documentation item, pend. Which items are listed as documentation items? E1, E2, E3. The missing item here is the date of the prescriber visit relied on for B2. It is explicitly E3. Does B2 also require actual visit within 6 months; the record says "seen regularly by endocrinology" but no date and no office note from preceding six months. Does this affirmatively contradict the visit-within-6-months requirement, or is it just missing documentation? Policy documentation says pend where otherwise approvable but record lacks E3 date of the prescriber visit relied on for B2. The scenario: no visit date given and no office note from preceding six months included. Since the required documentation item is the date of the visit relied on for B2, and it's missing, that is a PEND (if otherwise approvable). Is the request otherwise approvable? Let's check all other requirements: A2 satisfied; E1 satisfied (insulin regimen provided). B1 satisfied (training completed). B2 has attestation to ongoing follow-up (maybe enough for second part? It attests to ongoing follow-up, but does it attest to at least every 6 months? The policy says "attests to a plan for ongoing follow-up at least every 6 months." The form "attests to ongoing follow-up" might be considered attestation to plan for ongoing follow-up, but not necessarily frequency. However, the documentation pend list does not include missing attestation frequency. The task says "Where a policy letter has numbered alternatives, cite the numbered alternative." B2 is a lettered requirement with no numbered alternatives? Actually B. MANAGEMENT — both of: B1..., B2... B2 is a letter-number identifier with no numbered alternatives. For pend, list only the documentation identifiers that are missing. So we would list E3. Decision pend. Wait, is there any exclusion? No. X1 none, X2 none. Is the policy applicable? Yes, personal real-time CGM initial auth.
Let's think: Could the missing office note from preceding six months be considered failure to satisfy B2's requirement that member had a visit within preceding 6 months? B2 is a criterion, not a documentation item? Actually the documentation section says "pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2." This implies B2 requires a prescriber visit date as documentation; if missing, pend. The criterion B2 itself requires (a) member had visit within preceding 6 months, and (b) prescriber attests to plan. The record asserts "seen regularly by endocrinology" but no date. Is that enough? Since we cannot verify it was within preceding 6 months because no date and no office note. The policy says pend if record lacks date of prescriber visit relied on for B2. So it's a pend, not deny. It is not an affirmative contradiction (e.g., last visit was 2 years ago). The form says "seen regularly", which suggests visits happen, but no date. No office note included. So missing date -> E3 missing -> pend. Nothing else defeats request. Need check B2 attestation: "attests to ongoing follow-up". Does it need to say at least every 6 months? The policy B2 exact: "and the prescriber attests to a plan for ongoing follow-up at least every 6 months." The form "attests to ongoing follow-up" maybe lacks the "at least every 6 months" frequency. But is that a documentation item? The documentation section doesn't list missing attestation frequency, only E3 date of visit. Task instructions: "A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." If a requirement is not addressed and NOT listed as a documentation item, what do we do? The policy says "pend where otherwise approvable but the record lacks: E1... E2... E3." These are the only documentation pend items. If the attestation frequency is missing (i.e., attests to ongoing follow-up but not at least every 6 months), is that a missing requirement? Let's parse: The form asserts "attests to ongoing follow-up". Is that an attestation to a plan for ongoing follow-up at least every 6 months? "ongoing follow-up" could be interpreted as a plan for ongoing follow-up, but frequency unspecified. However, B2 says "at least every 6 months". Does the attestation need to specify frequency? The record says "attests to ongoing follow-up". It doesn't say "every 6 months". But the policy's B2 also says member has had visit within preceding 6 months; the follow-up plan at least every 6 months aligns. If they attest to ongoing follow-up, maybe that's enough? Actually the attestation is to "a plan for ongoing follow-up at least every 6 months." The form "attests to ongoing follow-up" - if taken literally, it attests to ongoing follow-up but not the every-6-month interval. Is that a documentation item? Not listed. Would that be a denial because requirement not met (affirmatively? no, just doesn't address frequency)? Wait, the request says "attests to ongoing follow-up". "Ongoing follow-up" could imply continuous follow-up, which meets at least every 6 months? Hmm. But to be precise, B2 requires the prescriber attests to a plan for ongoing follow-up at least every 6 months. If the attestation just says "ongoing follow-up" without specifying at least every 6 months, does the record fail to meet B2? The policy doesn't list a pend item for attestation text; the only missing documentation for B2 is E3 date. The task's scenario: "Prescriber visit: The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." The key missing piece highlighted is no visit date and no office note from preceding six months. That maps exactly to E3: date of prescriber visit relied on for B2 missing. Also no office note from preceding six months means cannot verify visit within 6 months. The policy says pend for missing date. So decision is pend, criteria ["E3"].
Wait, check if A2 is truly satisfied and E1 not missing. E1: "The insulin regimen relied on for A2." The record: "Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals; the pharmacy fill history for both insulins is attached and current." This is the insulin regimen. So E1 present. No pend for E1.
A3 not used. A2 used. So for approval we would list A2, B1, B2? But decision is pend, so for pend list only documentation identifiers missing: E3. The instruction: "For a pend, list only the documentation identifiers that are missing." Yes.
Need rationale string: one or two sentences, under 40 words. Must explain: Request is otherwise approvable under A2 and B1 with no exclusions, but the prescriber visit date required by B2 is not documented (no visit date/office note in prior 6 months), so pend for E3. Need keep under 40 words. Let's draft: "Type 2 diabetes on insulin meets A2, training is complete (B1), and no exclusions apply. The prescriber visit date within the prior 6 months is not documented, so pend for missing E3." Count words: Type(1) 2(?) "Type 2 diabetes on insulin meets A2, training is complete (B1), and no exclusions apply. The prescriber visit date within the prior 6 months is not documented, so pend for missing E3." Let's count: Type(1) 2(2) diabetes(3) on(4) insulin(5) meets(6) A2(7), training(8) is(9) complete(10) (B1)(11?), and(12) no(13) exclusions(14) apply(15). The(16) prescriber(17) visit(18) date(19) within(20) the(21) prior(22) 6(23) months(24) is(25) not(26) documented(27), so(28) pend(29) for(30) missing(31) E3(32). Under 40 words. Fine.
Need ensure decision string exactly "pend". criteria array ["E3"]. rationale string.
Check if any other missing documentation? B2 also requires prescriber attests to plan for ongoing follow-up at least every 6 months. The record says "attests to ongoing follow-up". Should we consider that the attestation is present but perhaps not the frequency; the documentation pend list does not include it, and the task says for pend list only documentation identifiers missing. Since E3 is the only missing documentation item listed, we list E3 only. The scenario says "no office note from the preceding six months is included." Does that trigger anything else? E3 is the date; office note would contain date. The policy lists E3 as date. So yes.
Could the decision be deny because B2 not met? Let's examine instruction: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND." B2 requires member has had visit within preceding 6 months. Does the record affirmatively contradict? It says "seen regularly by endocrinology" - that is an assertion that visits occur regularly, not a contradiction. It also says no visit date and no office note from preceding six months. It doesn't say last visit was >6 months ago. It simply doesn't address the date. Since policy lists E3 (date of prescriber visit relied on for B2) as a documentation item to pend for, it's a pend. If the record had said "last seen 18 months ago," that's affirmative contradiction => deny. Here no date => missing => pend.
Check A and B "APPROVE when A and B are met." For pend, the record is silent on something documentation section says to pend for, and nothing else defeats. Is there anything else that defeats? Exclusions none. E1 present. B1 met. So pend.
Need output exactly one fenced JSON code block. No other text. JSON object with keys decision, criteria, rationale. Values: decision "pend", criteria ["E3"], rationale string. Ensure JSON valid. Use double quotes.
Let's construct:
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Type 2 diabetes on insulin meets A2, training is complete (B1), and no exclusions apply. The prescriber visit date within the prior 6 months is not documented, so pend for missing E3."
}
```
Check rationale under 40 words: Let's recount carefully including A2 etc as words? Actually "A2" is one word/token. Sentence: "Type 2 diabetes on insulin meets A2, training is complete (B1), and no exclusions apply. The prescriber visit date within the prior 6 months is not documented, so pend for missing E3."
Words:
1 Type
2 2
3 diabetes
4 on
5 insulin
6 meets
7 A2
8 training
9 is
10 complete
11 (B1)
12 and
13 no
14 exclusions
15 apply
16 The
17 prescriber
18 visit
19 date
20 within
21 the
22 prior
23 6
24 months
25 is
26 not
27 documented
28 so
29 pend
30 for
31 missing
32 E3
That's 32 words (counting "2" and "6" and "(B1)" maybe 33). Under 40. Good.
Need check if "Type 2" counts as two words? Yes. Fine.
Double-check policy effective 2026-01-01. Training certificate dated 2026-07-02. Request initial auth. Presumably current date? If request after 2026-07-02? Not given. The training is completed, certificate dated 2026-07-02. If policy effective 2026-01-01, training date in 2026. The visit within preceding 6 months: we don't know current date. The missing date is the issue. Is there any issue that the certificate is dated 2026-07-02, which is after policy effective. Not relevant.
Wait: The training certificate dated 2026-07-02. The authorisation request maybe submitted later? The training is completed. B1满意. No issue.
One more nuance: The diagnosis is Type 2 diabetes mellitus on insulin degludec and insulin aspart. A2: "Type 2 diabetes mellitus treated with any insulin regimen." Yes. The pharmacy fill history for both insulins is attached and current. E1: "The insulin regimen relied on for A2." They gave regimen (degludec 24 units daily and aspart with meals) and pharmacy fill history. So E1 not missing. Good.
Could the member be 71-year-old, any age restriction? Policy doesn't mention age. So no.
Other devices: none. No professional CGM billed. So X1 and X2 not apply. Continuation R1 not applicable (initial). Good.
Thus final answer JSON.
Need ensure no trailing comma, valid JSON. Include exactly one fenced block. No commentary. Let's final.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Type 2 diabetes on insulin meets A2, training is complete (B1), and no exclusions apply. The prescriber visit date within the prior 6 months is not documented, so pend for missing E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.8 Flash · Alibaba6.2s · 455 out | 9.7s · 617 out | 16.1s · 398 out
Reasoning · 377 tokens
We need answer JSON only. Need analyze policy. Requested initial personal CGM. Need approve? A: Type 2 diabetes mellitus treated with any insulin regimen: A2 met, insulin degludec/aspart, pharmacy fill current. Training B1 met certificate. B2: in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months. Record: asserts seen regularly and attests ongoing follow-up but no visit date and no office note from preceding six months. Documentation E3: date of prescriber visit relied on for B2. Since otherwise approvable but lacks date, pend. Criteria for pend: list only documentation identifiers missing. That is E3. Could E1? A2 requires insulin regimen relied on; record provides regimen and fill history. So no. Decision pend, criteria ["E3"], rationale under 40 words. Ensure JSON fenced only. Need maybe date? Initial auth, continuation irrelevant. No exclusions. Use exact keys. Rationale one/two sentences under 40 words. "A2 and B1 are satisfied. B2 cannot be confirmed because the record lacks the prescriber visit date required by policy, so the request must be pended for documentation." Count: A2(1) and2 B1(3) are4 satisfied5 B2(6) cannot7 be8 confirmed9 because10 the11 record12 lacks13 the14 prescriber15 visit16 date17 required18 by19 policy20 so21 the22 request23 must24 be25 pended26 for27 documentation28. okay. But criteria list only E3. Need decision lower-case. final only fenced json.
json{
"decision": "pend",
"criteria": [
"E3"
],
"rationale": "A2 and B1 are satisfied. B2 cannot be confirmed because the record lacks the prescriber visit date required by policy, so the request must be pended for documentation."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 550 tokens
We need answer JSON only. Need analyze policy MP-402. Requested initial personal CGM. Need decide approve/deny/pend/not_applicable. Criteria A: A2 Type 2 on insulin regimen. Record has insulin degludec daily and aspart with meals; pharmacy fill history attached current. So A2 satisfied. B: B1 training completed certificate dated 2026-07-02. B2 in-person or telehealth visit with prescriber within preceding 6 months and prescriber attests to ongoing follow-up. Record asserts seen regularly and attests ongoing, but no visit date and no office note within preceding six months. Documentation section says E3: date of prescriber visit relied on for B2; pend where otherwise approvable but record lacks date of prescriber visit relied on for B2. Need consider: Does missing visit date and no note mean requirement B2 not affirmatively met? Policy says B2 requires visit within preceding 6 months and attestation. The authorisation form asserts seen regularly and attests ongoing, but no visit date and no note. Is that a denial because record does not demonstrate visit within preceding 6 months? Or pend because documentation item missing (E3)? Instructions: pend where otherwise approvable but record lacks E3 date of prescriber visit relied on B2. But "The record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request." Is record silent on visit date? Yes. It has no visit date and no note. It asserts seen regularly. Is B2 affirmatively not met? Could be not met if no evidence within preceding 6 months. But E3 specifically says date of prescriber visit relied on for B2. The form asserts but no date. If it's missing date, pend per E3. However if it lacks evidence of any visit within six months, maybe denial? Let's parse wording: "Prescriber visit: The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." This is explicitly aligned with documentation E3: lack date of prescriber visit relied on for B2. The attestation to ongoing follow-up is given, but the visit date is missing. Need pend. Criteria list only documentation identifiers missing for pend: ["E3"]. Decision pend. Rationale under 40 words. Mention A2, B1 satisfied but B2 visit date missing, pend per E3? Criteria for pend only E3. Ensure no extra keys. JSON fenced only.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The record supports Type 2 diabetes on insulin and completed training, but lacks the required prescriber visit date for ongoing follow-up, so pending is needed."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 325 tokens
We need answer with JSON only. Need analyze task. Need apply policy. Requested initial personal CGM. Diagnosis Type 2 DM treated with insulin regimen (A2). B1 training completed. B2 requires in-person or telehealth visit with prescriber within preceding 6 months and attests to plan. Form asserts seen regularly but no visit date given and no note. Documentation section says pend where otherwise approvable but record lacks E3 date of prescriber visit relied on for B2. No exclusions. Decision: pend. Criteria: for pend list only documentation identifiers missing: E3. Need rationale under 40 words. Ensure money not relevant. Dates ISO. Return fenced JSON only. Need decide if criteria includes A2/B1? Instructions: For a pend, list only documentation identifiers that are missing. So ["E3"]. Decision pend. Rationale maybe: "Request appears approvable for Type 2 diabetes on insulin with training completed, but record lacks the prescriber visit date required for B2, so it should be pended for documentation." Count words: Request 1 appears2 approvable3 for4 Type5 2 diabetes6 on7 insulin8 with9 training10 completed11 but12 record13 lacks14 the15 prescriber16 visit17 date18 required19 for20 B2,21 so22 it23 should24 be25 pended26 for27 documentation28. okay. Need maybe under 40. Output exactly JSON fenced code block no extra.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request appears approvable for Type 2 diabetes on insulin with training completed, but record lacks the prescriber visit date required for B2, so it should be pended for documentation."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Kimi K2.6 · Moonshot44.9s · 2,228 out | 6.8s · 1,524 out | 7.5s · 1,295 out
Reasoning · 2,173 tokens
The user wants me to act as an analyst/reviewer in a health-plan operations evaluation harness.
I need to apply Medical Policy MP-402 to the given authorization request.
I must output exactly one fenced JSON code block with specific keys: "decision", "criteria", "rationale".
Let's break down the policy and the request.
Policy: MP-402 — Continuous Glucose Monitoring (Personal, Real-Time)
Effective: 2026-01-01.
APPROVE when A and B are met.
A. DIAGNOSIS — one of:
A1. Type 1 diabetes mellitus.
A2. Type 2 diabetes mellitus treated with any insulin regimen.
A3. Type 2 diabetes mellitus not treated with insulin, with a documented history of at least one level 2 hypoglycaemic event (glucose below 54 mg/dL) in the preceding 12 months.
A4. Gestational diabetes requiring insulin.
B. MANAGEMENT — both of:
B1. The member or caregiver has been trained on device use, or training is scheduled.
B2. The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months.
CONTINUATION after initial 12 months requires R1 (not relevant here as it's initial authorization).
EXCLUSIONS:
X1. Concurrent authorisation of a second personal CGM system.
X2. Professional (clinic-owned, blinded) CGM billed on the same date of service.
DOCUMENTATION — pend where otherwise approvable but the record lacks:
E1. The insulin regimen relied on for A2.
E2. The glucose value and date relied on for A3.
E3. The date of the prescriber visit relied on for B2.
Request details:
- Member: 71-year-old.
- Requested item: personal real-time continuous glucose monitor, initial authorization.
- Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals; pharmacy fill history for both insulins is attached and current.
- Training: completed, certificate dated 2026-07-02.
- Prescriber visit: Form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, BUT no visit date is given and no office note from the preceding six months is included.
- Other devices: none. No professional CGM billed.
Let's evaluate criteria:
Diagnosis (A):
- Type 2 diabetes mellitus on insulin. This matches A2.
- Pharmacy fill history is attached and current. This satisfies documentation for A2/E1? Wait, E1 says "pend where otherwise approvable but the record lacks: E1. The insulin regimen relied on for A2." The record includes the insulin names and doses, and pharmacy fill history is attached. So A2 is met and E1 is satisfied.
Management (B):
- B1: Training completed, certificate dated 2026-07-02. So B1 is met.
- B2: Requires an in-person or telehealth visit within preceding 6 months AND prescriber attests to ongoing follow-up at least every 6 months.
- The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up. This covers the attestation part.
- BUT no visit date is given and no office note from the preceding six months is included.
- The policy says under DOCUMENTATION: "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
Exclusions:
- X1: None. Not applicable.
- X2: No professional CGM billed. Not applicable.
So:
- A2 is met.
- B1 is met.
- B2: The requirement itself is that the visit occurred within the preceding 6 months and attestation exists. The record asserts "seen regularly" but does not give the date. The policy specifically says to pend for E3 (date of prescriber visit) if otherwise approvable but the record lacks it.
- Since B2 requires both the visit and the attestation, and the visit date is missing, is this a pend or a denial?
- The prompt says: "pend: the record is silent on something the policy's documentation section says to pend for, and nothing else defeats the request".
- The documentation section explicitly lists E3 as a reason to pend.
- The record is silent on the specific date of the visit (though it asserts "seen regularly").
- Is it "affirmatively not met"? No, it doesn't say the visit didn't happen. It just doesn't give the date.
- The policy's documentation section says to pend for E3.
- Therefore, the decision should be "pend".
- Criteria to list: For a pend, list only the documentation identifiers that are missing. So ["E3"].
- Rationale: Should be one or two sentences, under 40 words. Must explain that the request is approvable but lacks the prescriber visit date required by B2, per documentation criterion E3.
Wait, let's double check if the policy requires the visit date to be present in the record for B2 to be met, or if E3 is just a documentation item to pend for.
The DOCUMENTATION section says: "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
This is a clear instruction to pend if the date is missing. The record lacks the date. It is "otherwise approvable" because diagnosis and training are met, and the prescriber does attest to follow-up. The only missing piece is the date of the visit.
So Decision: "pend".
Criteria: ["E3"].
Rationale: Example: "Request is otherwise approvable but lacks the date of the prescriber visit within the preceding six months as required by documentation criterion E3." Let's count words.
"Request is otherwise approvable but lacks the prescriber visit date required by documentation criterion E3." -> 13 words. Good.
Or: "The record lacks the date of the prescriber visit relied on for B2, per E3." -> 15 words. Good.
Let's make sure about A2 documentation. The policy says pend for E1 if lacking insulin regimen. The record states the insulin regimen and pharmacy fill history is attached. So E1 is not missing.
Let's make sure about B2 itself. Is it possible that "seen regularly by endocrinology" is sufficient to infer a visit within 6 months? No, the policy's documentation section explicitly says to pend if the date is lacking. The instruction is clear.
Could this be a denial because B2 is not met? The prompt distinguishes: "A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND."
The record does not address the visit date (it's silent on the specific date, even if it says "seen regularly"). The policy lists it as a documentation item to pend for. So it's a PEND.
Criteria array: Only the missing documentation identifier. So ["E3"].
Rationale wording: Must be concise.
"Otherwise approvable; missing the prescriber visit date required under documentation criterion E3." (11 words)
or
"Request lacks the date of the prescriber visit within the preceding six months, per documentation criterion E3." (16 words)
Double check: The policy says "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
This aligns perfectly.
Decision: pend.
Criteria: ["E3"].
Rationale: "Request is otherwise approvable but lacks the prescriber visit date relied on for B2, per documentation criterion E3." (16 words)
Wait, I need to ensure the rationale doesn't imply B2 is unmet. It should say it's missing documentation. The policy governs the pend.
Let's verify if any other criteria should be listed.
For a pend, list *only* the documentation identifiers that are missing.
So only E3. Correct.
Let me check if "initial authorisation" has any special rules. No, just A and B.
Member age 71. Irrelevant.
No second device. No professional CGM.
Is there any ambiguity about "preceding 6 months"? The auth request doesn't specify the current date. But the training certificate is dated 2026-07-02. The policy is effective 2026-01-01. presumably the auth is happening around or after that date. But we don't have an auth date. However, the lack of visit date means we cannot verify the "preceding 6 months" part. That's exactly why E3 exists.
So final answer:
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request is otherwise approvable but lacks the prescriber visit date relied on for B2, per documentation criterion E3."
}
```
Wait, let's review the word count limit. "one or two sentences, under 40 words".
My draft: "Request is otherwise approvable but lacks the prescriber visit date relied on for B2, per documentation criterion E3."
Word count: Request(1) is(2) otherwise(3) approvable(4) but(5) lacks(6) the(7) prescriber(8) visit(9) date(10) relied(11) on(12) for(13) B2,(14) per(15) documentation(16) criterion(17) E3.(18) -> 18 words. Good.
Is it possible that because the form asserts "seen regularly by endocrinology", that counts as addressing the visit? The prompt says: "Prescriber visit: The authorisation form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included."
This is the record. It does not give the date. The policy explicitly says pend for E3 when the date is lacking. So yes, pend.
I will output just the JSON block.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request is otherwise approvable but lacks the prescriber visit date relied on for B2, per documentation criterion E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,622 tokens
The user wants me to evaluate a prior authorization request against Medical Policy MP-402 for Continuous Glucose Monitoring (Personal, Real-Time).
Let me break down the request:
- Member: 71-year-old
- Requested item: personal real-time CGM, initial authorization
- Diagnosis: Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals
- Pharmacy fill history attached and current
- Training: completed, certificate dated 2026-07-02
- Prescriber visit: Auth form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date given and no office note from preceding 6 months included
- Other devices: none. No professional CGM billed.
Policy requirements:
APPROVE when A and B are met.
A. DIAGNOSIS — one of:
A1. Type 1 diabetes mellitus.
A2. Type 2 diabetes mellitus treated with any insulin regimen.
A3. Type 2 diabetes mellitus not treated with insulin, with documented history of at least one level 2 hypoglycaemic event in preceding 12 months.
A4. Gestational diabetes requiring insulin.
The member has Type 2 diabetes mellitus treated with insulin (degludec and aspart). So A2 is met.
B. MANAGEMENT — both of:
B1. The member or caregiver has been trained on device use, or training is scheduled.
B2. The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months.
Training: Completed with certificate dated 2026-07-02. So B1 is met.
Prescriber visit: The auth form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, BUT no visit date is given and no office note from the preceding six months is included.
The policy says under DOCUMENTATION: "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
So the record is missing the specific date of the prescriber visit required for B2. The policy explicitly says to pend for E3.
Also checking exclusions:
X1. Concurrent authorisation of a second personal CGM system. — None.
X2. Professional CGM billed on the same date of service. — None.
So the case is otherwise approvable, but lacks the documentation item E3 (date of prescriber visit). Therefore the decision should be "pend".
Criteria for pend: list only the documentation identifiers that are missing.
That's E3.
Wait, let me double check B2. B2 requires: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months."
The record says the auth form asserts "seen regularly by endocrinology" and attests to ongoing follow-up. So the attestation part of B2 is present. But the visit within preceding 6 months - is it affirmatively contradicted? No, it's just not documented with a date. The policy specifically lists E3 as the documentation to pend for when the date is lacking.
Therefore: pend, criteria ["E3"].
Rationale: Missing date of prescriber visit required for B2; all other criteria met. Or something similar under 40 words.
Let me check if any other criteria should be cited. For a pend, list only the documentation identifiers that are missing. That's just E3.
Also, is the request "initial authorisation"? Yes. So continuation R1 does not apply.
Decision: pend.
Criteria: ["E3"]
Rationale: Record lacks the date of the prescriber visit within the preceding six months, so E3 is missing; otherwise approvable.
Make sure rationale is 1-2 sentences, under 40 words. Let's count:
"Record lacks the date of the prescriber visit within the preceding six months, so E3 is missing; otherwise approvable."
That's 17 words. Good.
Wait, let me ensure the rationale clearly states why. Maybe:
"The record lacks the prescriber visit date required by B2; the member otherwise meets all approval criteria."
That's 15 words.
Or more aligned with policy wording:
"Record is otherwise approvable but lacks the visit date relied on for criterion B2 as documentation element E3."
That's 16 words.
Let me verify: The policy says "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
So my rationale should reflect that.
Double check if B2 is actually met or not. The policy requires the visit to be within preceding 6 months. The auth form says "seen regularly" but no date. This is not affirmative proof of the visit date. So it's missing documentation. Since the policy explicitly says to pend for missing E3, I should pend.
Could I deny? A requirement that the record affirmatively contradicts is a denial. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND. Here, the record asserts "seen regularly" but doesn't give the date. So it does not affirmatively contradict B2, it simply lacks the date documentation. Therefore PEND is correct.
Is A2 met? Yes, T2DM on insulin with pharmacy fill history attached.
Is B1 met? Yes, training completed with certificate.
Exclusions? None.
So final answer:
decision: "pend"
criteria: ["E3"]
rationale: "Record is otherwise approvable but lacks the prescriber visit date relied on for B2, missing documentation element E3." (or shorter)
Let me count words for my preferred rationale:
"Record is otherwise approvable but lacks the prescriber visit date documentation required by E3." (12 words) - Good.
Actually, the policy says E3 is "The date of the prescriber visit relied on for B2." So I should probably mention it's E3.
"Otherwise approvable; record lacks the prescriber visit date relied on for B2 (E3)." (12 words) - This is good.
Wait, does "criteria" for pend mean only documentation identifiers? Yes: "For a pend, list only the documentation identifiers that are missing." So ["E3"] is correct.
One more check: Is there any issue with the pharmacy fill history? The policy says under DOCUMENTATION: "E1. The insulin regimen relied on for A2." But the prompt says "the pharmacy fill history for both insulins is attached and current." So E1 is not missing; the insulin regimen is documented.
Therefore, only E3 is missing.
The date is 2026-07-02 for training. The policy effective date is 2026-01-01. So training is after effective date, fine.
Everything seems settled. json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Otherwise approvable; record lacks the prescriber visit date relied on for B2, missing documentation element E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}We need to apply the policy MP-402 to the given authorization request.
Policy requires APPROVE when A and B are met.
First, check A: Diagnosis. Member has Type 2 diabetes mellitus treated with insulin regimen (insulin degludec and insulin aspart). So A2 is satisfied. (Also pharmacy fill history attached and current, so E1 is present? Actually E1 is documentation to pend if lacking the insulin regimen. Here it's attached and current, so no need to pend for E1.)
Now check B: Management.
B1: training completed, certificate dated 2026-07-02. So B1 met.
B2: in-person or telehealth visit within preceding 6 months AND prescriber attests to ongoing follow-up at least every 6 months. The form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included.
The policy's DOCUMENTATION section says: "pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2."
So the record is silent on the date of the prescriber visit. The form asserts "seen regularly" but doesn't give the specific date. Since E3 is a documentation item to pend for, and nothing else defeats the request, the correct decision is "pend". We should list only the missing documentation identifier: E3. Wait, let's verify if any other criteria are missing.
Criteria for approval: A2, B1, B2. But B2 is partially met? Actually B2 requires two things: (1) visit within preceding 6 months, (2) prescriber attests to ongoing follow-up. The attestation is present. But the date is missing. The policy says pend for E3. Does that mean we pend because the date is missing, even if the attestation is there? Yes. The documentation list says pend where otherwise approvable but the record lacks E3. So decision: pend. Criteria: ["E3"].
But wait: the question says for a pend, list only the documentation identifiers that are missing. Are there any other missing documentation items? E1 is present (pharmacy fill history attached). E2 is not relevant because A2 is used, not A3. So only E3.
Let's double-check the distinction: A requirement that the record affirmatively contradicts is a DENIAL. A requirement the record simply does not address, where the policy lists it as a documentation item, is a PEND. Here, the record does not give the visit date. It asserts "seen regularly" but that is not a specific date. The policy specifically lists E3 as a documentation item to pend for. So it's a pend.
Rationale: should be under 40 words. Something like: "Request is otherwise approvable under A2 and B1 but lacks the date of the prescriber visit required by B2; pend for E3." Let's count words: Request(1) is(2) otherwise(3) approvable(4) under(5) A2(6) and(7) B1(8) but(9) lacks(10) the(11) date(12) of(13) the(14) prescriber(15) visit(16) required(17) by(18) B2;(19) pend(20) for(21) E3.(22) That's 22 words. Good.
But the instructions: "For an approval, list every criterion identifier the record had to satisfy, at the most specific level the policy provides — the branch you relied on, not the letter above it. ... For a pend, list only the documentation identifiers that are missing." So criteria should be ["E3"].
Wait, is there any nuance? Could the assertion "seen regularly by endocrinology" be interpreted as addressing the visit? The policy explicitly says pend if lacking E3: "The date of the prescriber visit relied on for B2." Since no date is given, we pend.
One more check: Is the request initial authorization? Yes. Continuation requires R1, not relevant.
Exclusions: X1 and X2: none. So no denial.
Thus decision is pend. criteria is ["E3"]. Rationale as above.
Now format: exactly one fenced JSON code block and nothing else.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request otherwise meets A2 and B1 but lacks the date of the prescriber visit required by B2; pend for E3."
}
Check word count: Request(1) otherwise(2) meets(3) A2(4) and(5) B1(6) but(7) lacks(8) the(9) date(10) of(11) the(12) prescriber(13) visit(14) required(15) by(16) B2;(17) pend(18) for(19) E3.(20) 20 words. Under 40. Good.
Double-check: Does "training completed, certificate dated 2026-07-02" satisfy B1? Yes. Does the pharmacy fill history satisfy A2? Yes, pharmacy fill history for both insulins attached and current. So A2 and B1 are met. B2 is missing date. So pend is correct. No need to list A2 or B1 in criteria because it's a pend. The criteria list should only contain missing documentation identifiers. E3 is the only one.
Wait, what about the prescriber attestation to ongoing follow-up? It is present. But B2 requires both visit within 6 months AND attestation. The attestation is there, but the visit date is missing. The policy says pend for E3. So we pend.
Everything looks good.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request otherwise meets A2 and B1 but lacks the date of the prescriber visit required by B2; pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V4 Pro · DeepSeek9.0s · 508 out | 8.1s · 582 out | 10.6s · 419 out
Reasoning · 456 tokens
We are asked to apply medical policy MP-402 to this authorisation request. The member is a 71-year-old with Type 2 diabetes mellitus on insulin degludec and insulin aspart. So diagnosis: Type 2 diabetes mellitus treated with insulin regimen. That satisfies A2 (Type 2 diabetes mellitus treated with any insulin regimen). So A is met.
Now B. Management: B1: trained or scheduled. Certificate dated 2026-07-02, so trained, B1 met.
B2: The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months. The request says: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." So we know that the prescriber visit date is not provided, and there's no office note. The policy says for documentation, E3: The date of the prescriber visit relied on for B2. Since the record lacks the visit date, we cannot confirm B2. However, is this a pend? The policy says "DOCUMENTATION — pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2." So if the request is otherwise approvable, and only missing E3, we should pend. But we must check if there's any other reason to deny. There is no concurrent second personal CGM system (X1) and no professional CGM billed (X2). So the only issue is missing visit date for B2. That's a pend per E3. The decision is "pend". Criteria: we list the documentation identifiers that are missing: E3. Rationale: one or two sentences, under 40 words. Something like: "The authorisation request lacks the date of the prescriber visit within the preceding 6 months required to verify B2, so the request is pended for E3."
So answer: decision "pend", criteria ["E3"], rationale accordingly.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request lacks the date of the prescriber visit needed to confirm B2. Pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 580 tokens
We are asked to apply policy MP-402.
Diagnosis: Type 2 diabetes mellitus treated with insulin. That falls under A2. Criteria A2: "Type 2 diabetes mellitus treated with any insulin regimen." The member is on insulin degludec and insulin aspart, so insulin regimen is present. The policy says for documentation, if otherwise approvable but lacking insulin regimen for A2, pend for E1. However, here the insulin regimen is given in the request: "insulin degludec 24 units daily and insulin aspart with meals", and the pharmacy fill history is attached. So E1 is satisfied; the regimen is documented. So A2 is met.
B. Management: B1 training completed, certificate dated 2026-07-02. So B1 met.
B2: The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months. The request says "the authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." So the requirement is that the visit must have occurred within the preceding 6 months, and prescriber attests to ongoing follow-up. The prescriber attestation about ongoing follow-up is present. But the date of the most recent visit is missing. The record simply says "seen regularly" and no specific date. The policy's documentation section says: "DOCUMENTATION — pend where otherwise approvable but the record lacks: ... E3. The date of the prescriber visit relied on for B2." So we are missing the date of the visit. That means we cannot verify that the visit was within the preceding 6 months. Since the record is silent on the date, this is a documentation gap for E3. The decision would be to pend for missing E3, provided nothing else defeats the request. There are no exclusions (no concurrent CGM, no professional CGM). So we pend.
Criteria for pend: only the documentation identifiers that are missing. So E3.
Rationale: one or two sentences, under 40 words. Something like: "The prescriber visit date required by B2 is not provided, so pend per E3."
Thus decision: "pend", criteria: ["E3"], rationale: "Missing date of prescriber visit per B2; pend for documentation E3." (word count: 9 words, fine).json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Missing date of prescriber visit for B2, so pend per E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 355 tokens
We are asked to apply policy MP-402. The request is for initial authorisation of a personal real-time CGM for a 71-year-old with Type 2 diabetes on insulin (degludec and aspart). So criterion A2 is met (Type 2 treated with insulin). Criterion A is satisfied (A2). Criterion B: B1 training completed (certificate dated 2026-07-02) – met. B2 requires an in-person or telehealth visit with prescriber within preceding 6 months, and prescriber attests to plan for ongoing follow-up at least every 6 months. The request form says "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding 6 months. The policy's documentation section says: pend where otherwise approvable but the record lacks: E3. The date of the prescriber visit relied on for B2. So this is a missing documentation item for B2. Since B2 is not satisfied due to missing date (we can't confirm the visit within 6 months), it's not that we deny because we know it's not met; we simply lack the date. The policy says to pend for E3 when otherwise approvable. Since all other criteria are met (A2, B1), but the record lacks the date of prescriber visit for B2, we should pend. The decision is "pend". The criteria to list are the documentation identifiers missing: E3. So "criteria": ["E3"]. Rationale: The record does not include the date of the prescriber visit as required by B2, triggering a pend per documentation E3.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The request meets A2 and B1 but lacks the date of the prescriber visit required by B2, so it is pended per documentation requirement E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Luna · OpenAI2.9s · 182 out | 2.6s · 116 out | 2.1s · 118 out
json{"decision":"pend","criteria":["E3"],"rationale":"The diagnosis, training, follow-up attestation, and exclusion requirements are otherwise met, but the record lacks the prescriber visit date needed to confirm a visit within the preceding six months."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"pend","criteria":["E3"],"rationale":"The diagnosis, training, ongoing follow-up attestation, and absence of exclusions support approval, but the record lacks the prescriber visit date required to verify B2."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"pend","criteria":["E3"],"rationale":"The diagnosis, training, ongoing follow-up attestation, and absence of conflicting CGM use are documented. The prescriber visit date within the preceding six months is missing, so additional documentation is required."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V4 Flash · DeepSeek35.3s · 862 out | 4.8s · 806 out | 4.0s · 542 out
Reasoning · 0 tokens
- The requester: "AUTHORISATION REQUEST" with no explicit question, but a lot of text. We must respond with exactly one fenced JSON code block and nothing else.
The task: We are given one medical policy (MP-402) and one authorisation request with clinical record. Required keys: "decision", "criteria", "rationale".
Decision: approve, deny, pend, not_applicable.
We must apply policy as written.
Policy: APPROVE when A and B are met.
A. Diagnosis — one of: A1, A2, A3, A4.
The member: 71-year-old, Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals. So A2: Type 2 diabetes mellitus treated with any insulin regimen. The record mentions "on insulin degludec ... and insulin aspart" — so insulin regimen is present. However, documentation section E1: "The insulin regimen relied on for A2." But the regimen is given: degludec 24 units daily and insulin aspart with meals. The pharmacy fill history attached. So E1 is satisfied? The documentation section says "pend where otherwise approvable but the record lacks: E1. The insulin regimen relied on for A2." The regimen is included: both insulins, doses, and pharmacy fills current. So E1 is met.
B. Management — both B1 and B2.
B1: member or caregiver trained on device use, or training scheduled. The record says "Training: completed, certificate dated 2026-07-02." So B1 met.
B2: member has had in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months. The record says: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included." So the visit date is missing. The policy documentation E3: "The date of the prescriber visit relied on for B2." No visit date is given, so the record lacks E3. Since the only thing missing is a documentation item, we pend. The policy says "pend where otherwise approvable but the record lacks" that item. Nothing else defeats the request. Also check exclusions: X1 no second CGM, X2 no professional CGM billed. So none.
Thus decision: pend, criteria: ["E3"] (only the missing documentation identifiers). Also check if B2's substantive requirement is met: the visit within preceding 6 months is actually mentioned? Actually the form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included. So we lack evidence of the visit within 6 months. The policy's B2 requires that such a visit occurred. The record doesn't affirmatively contradict it; it's silent (no date given). So it's a documentation gap, not an affirmative contradiction. So pend. E3 is the only missing identifier. E1 is met because the insulin regimen is specified (the policy says "The insulin regimen relied on for A2" — but wait, does the regimen have to be documented? It is: both insulins with doses. So E1 is satisfied. E2 is for A3, not applicable. E3 is missing. So criteria should be ["E3"].
Rationale: one or two sentences, under 40 words. Mention A2 and B1 are met, but B2 visit date is missing, so pend for E3.
Make sure to output exactly one fenced JSON block.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "A2 and B1 are met; B2 is not contradicted, but the date of the prescriber visit is not documented. Pend for the missing visit date under E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 796 tokens
We need answer JSON. Need apply policy. Need decide approve/deny/pend. Need criteria identifiers. Let's parse.
Medical policy MP-402 personal real-time CGM initial. Approve when A and B met. A diagnosis one of A1-A4. Member Type 2 diabetes mellitus on insulin degludec and aspart. That's A2 type 2 treated with any insulin regimen. But documentation E1 says insulin regimen relied on for A2; record includes pharmacy fill history for both insulins current, attached. That satisfies E1? Probably yes. A met.
B management both B1 and B2. B1 training completed cert date 2026-07-02 -> met. B2 member has had in-person/telehealth visit with prescriber within preceding 6 months, and prescriber attests plan ongoing follow-up at least every 6 months. The authorization form asserts "seen regularly by endocrinology" and attests ongoing follow-up, but no visit date is given and no office note from preceding six months is included. This is tricky. Is B2 met? The requirement is actual visit within preceding 6 months and prescriber attests plan. The record says "seen regularly by endocrinology" and attests ongoing follow-up. No visit date and no office note from preceding six months included. E3 documentation: date of prescriber visit relied on for B2. "The record is silent on something policy documentation says to pend for, and nothing else defeats request." The policy has documentation section: pend where otherwise approvable but record lacks E1, E2, E3. Here lacks E3 visit date. Also maybe B2 is affirmatively not met? We need distinguish. The authorization form asserts "seen regularly" but no visit date and no office note from preceding six months is included. Does that affirmatively contradict B2? Not necessarily; it may have happened but date not supplied. "No visit date is given and no office note ... is included" means record silent on the date. The policy documentation says pend if lacks E3. So likely pend because missing E3, not denial. Need list criteria: for pend, only documentation identifiers missing. Missing E3 (date of prescriber visit relied on for B2). Also maybe E1? No, insulin regimen relied on for A2 is present (type 2 on insulin, fill history attached current). E1 satisfied. E2 irrelevant. So criteria array ["E3"]. Decision "pend". Rationale one-two sentences under 40 words. Need mention all requirements? For pend, rationale should explain missing E3 and else approvable. Let's craft: "Diagnosis A2 and training B1 are documented; insulin regimen and current fills are present. However the record does not provide date of prescriber visit within preceding six months required for B2, so pend for E3." Need under 40 words. Ensure no additional keys. Use exactly JSON. Let's count words perhaps. "Diagnosis A2 and training B1 are documented; insulin regimen and current fills are present. However, the record does not provide the date of the prescriber visit within the preceding six months required for B2, so pend for E3." Maybe "A2" and "B1" perhaps. Under 40. Fine.
Need ensure "criteria" strings exactly as policy writes: E3. Decision "pend". Could rationale mention "E3". Good.
Output with exactly one fenced JSON code block.json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis A2 and training B1 are documented; insulin regimen and current fills are present. However, the record does not provide the date of the prescriber visit within the preceding six months required for B2, so pend for E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 526 tokens
We need answer JSON required. Need decide. Need apply policy MP-402.
Request initial personal real-time CGM. Diagnosis T2DM on insulin degludec and aspart, insulin regimen. Meets A2? A2 Type 2 diabetes treated with any insulin regimen. Yes.
B1 training completed cert date 2026-07-02. yes.
B2 member has had in-person/telehealth visit with prescriber within preceding 6 months, and prescriber attests plan ongoing follow-up at least every 6 months. Record says authorization form asserts "seen regularly by endocrinology" and attests to ongoing follow-up, but no visit date is given and no office note from preceding six months is included. Policy B2 requires visit date? Documentation E3 says date of prescriber visit relied on for B2. The record lacks visit date. Is B2 affirmatively not met? B2 requires visit within preceding 6 months; record says seen regularly but no date, no note. This is silent on the date. Policy documentation says pend where otherwise approvable but record lacks E3. So pend, with criteria ["E3"]. But need consider "seen regularly by endocrinology" maybe assertion of ongoing follow-up but no date. Because no visit date, B2 not established; the docs item E3 missing. Since record otherwise approvable and lacks E3, pend. Also perhaps E1? Insulin regimen relied on for A2: They have Type 2 on insulin degludec and aspart. Is the insulin regimen relied on for A2 "Type 2 diabetes mellitus treated with any insulin regimen." The record gives regimen. E1 says "The insulin regimen relied on for A2." Maybe not missing because attached fill history for both insulins, current. The form has insulin degludec and aspart doses. That is enough. Not need pend for E1. E2 not relevant. E3 missing.
Need output decision "pend", criteria array strings ["E3"], rationale under 40 words one-two sentences. Need maybe mention B2 unmet? For pend, list only documentation identifiers missing. Do not list met criteria. Rationale should say T2DM on insulin and training satisfied, but no date for prescriber visit included, so pend for E3. Need no extra keys. Ensure JSON only.json{"decision":"pend","criteria":["E3"],"rationale":"Type 2 diabetes on insulin and device training are documented, but the record lacks the date of the prescriber visit needed to confirm B2. Pend for E3."}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Haiku 4.5 · Anthropic33.2s · 2,729 out | 47.6s · 4,615 out | 21.2s · 1,627 out
Reasoning · 2,654 tokens
Let me work through this prior authorization request systematically against the policy MP-402.
**Current date:** 2026-09-01
**Policy requirements for APPROVAL:** A and B must both be met.
**CRITERION A - DIAGNOSIS:**
The member has Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals.
- A1: Type 1 diabetes - NOT met (member has Type 2)
- A2: Type 2 diabetes treated with any insulin regimen - THIS IS MET (member is on insulin degludec and insulin aspart)
- A3: Not applicable since A2 is satisfied
- A4: Not applicable (not gestational diabetes)
**Criterion A is satisfied via A2.**
**CRITERION B - MANAGEMENT:**
B1. Training: The record shows training was completed with a certificate dated 2026-07-02. This is within the preceding 6 months from the current date (2026-09-01). **B1 is met.**
B2. This has two parts:
- Part 1: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months"
- Part 2: "and the prescriber attests to a plan for ongoing follow-up at least every 6 months"
The record states: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included."
Let me parse this:
- The form asserts "seen regularly by endocrinology" - this is vague and doesn't give a specific visit date
- It attests to ongoing follow-up - this satisfies the second part of B2
- BUT: "no visit date is given and no office note from the preceding six months is included"
The policy requires an in-person or telehealth visit within the preceding 6 months.
That window runs from 2026-03-01 onward, and the record is silent on whether a qualifying visit actually fell within it — the form gestures at "regular" follow-up but supplies no date, and no office note is attached.
This looks like a gap rather than a contradiction. The instructions distinguish these: an affirmative contradiction is a DENIAL, while an unaddressed documentation item the policy lists is a PEND. Checking the DOCUMENTATION section, E1 (insulin regimen) and E2 (glucose value/date) are listed items — I should see if visit documentation falls under a similar listed requirement to determine if this gap is pend-worthy.
must be met, and E3 exists specifically to pend when this documentation is missing.
The record gives no visit date, no office note, only the vague assertion "seen regularly by endocrinology." This doesn't affirmatively contradict B2—it just fails to specify a date within the required window. Since the policy treats missing documentation as a pend item rather than a denial trigger, and this is a case of insufficient rather than contradictory documentation, this points toward a PEND under E3.
Checking the rest: A2 is met (Type 2 diabetes, insulin), B1 is met (training completed), X1 and X2 don't apply (no concurrent device, no professional CGM billed), R1 doesn't apply (initial request). Everything else clears, but the missing visit date for B2 remains a gap.
Given E3 is explicitly the documentation item covering this exact gap, the appropriate outcome is PEND.
**Decision: PEND**
**Criteria: ["E3"]**
Rationale: The prescriber attests to a plan for ongoing follow-up, satisfying half of B2, but doesn't document the actual visit date within the preceding 6 months, which is the other required element. The form only asserts regular endocrinology follow-up without specifying when the last visit occurred.
Checking the rest of the criteria: diagnosis A2 is clearly met—Type 2 diabetes on insulin degludec and insulin aspart satisfies "treated with any insulin regimen." No need to dig into A3's hypoglycemic event pathway since A2 already qualifies.
B1 training is also satisfied—the record shows a completed training certificate dated 2026-07-02, well within range.
B2 is where the gap lives: it needs a prescriber visit within the preceding 6 months (2026-03-01 to 2026-09-01) plus attestation of ongoing follow-up every 6 months. The record only confirms the attestation part, not the actual visit date.
Since the visit date is missing but everything else points toward eligibility, this isn't an outright denial—it's a documentation gap. E3 calls for exactly this kind of pend when a required date isn't specified.
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Prescriber attests to ongoing follow-up, but the specific date of the prescriber visit within the preceding 6 months required by B2 is
Checking word count on the rationale confirms it's well under the 40-word cap, so no trimming needed. The missing piece is narrow enough to justify a single-criterion pend rather than a denial—the case for eligibility otherwise looks intact, just undocumented on this one point. For the criteria list, only the specific missing documentation identifier belongs there, not the substantive requirement itself.
Criteria: ["E3"]
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Prescriber attests to ongoing follow-up, but the specific date of the prescriber visit within the preceding 6 months required by B2 is not documented."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 4,541 tokens
Let me work through this authorization request step by step, applying the medical policy MP-402.
First, I need to determine if this is applicable. The request is for a personal real-time continuous glucose monitor, initial authorization, and the policy governs exactly this. So decision cannot be "not_applicable".
Now let me check each requirement:
**A. DIAGNOSIS** — need one of A1, A2, A3, or A4:
- The member has Type 2 diabetes mellitus treated with insulin (degludec 24 units daily and insulin aspart with meals)
- This satisfies A2: "Type 2 diabetes mellitus treated with any insulin regimen"
- The record provides pharmacy fill history showing current insulin use
- A is MET
**B. MANAGEMENT** — need BOTH B1 AND B2:
B1. Training:
- "The member or caregiver has been trained on device use, or training is scheduled"
- The record states training was "completed, certificate dated 2026-07-02"
- Today's date is 2026-09-02, so this is recent and meets the requirement
- B1 is MET
B2. Prescriber visit and follow-up plan:
- "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months"
- The record says: "The authorisation form asserts 'seen regularly by endocrinology' and attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included"
- This is problematic. The requirement has TWO parts:
1. An in-person or telehealth visit within the preceding 6 months
2. Prescriber attestation to a plan for ongoing follow-up at least every 6 months
The record attests to ongoing follow-up, but no visit date is given and no office note from the preceding six months is included. So the record is silent on whether an actual visit occurred within 6 months — the prescriber only asserts "seen regularly" without a date.
This distinction matters: an affirmatively contradicted requirement means denial, but a requirement the record is simply silent on, especially when the policy explicitly lists it as a documentation item, points toward a pend rather than a denial.
Checking the DOCUMENTATION section, E3 specifically calls for "the date of the prescriber visit relied on for B2" — confirming this is a documentation gap issue.
So when B2 is relied on, the policy expects the visit date to be documented, and here it's missing. The pend rule states: "pend where otherwise approvable but the record lacks... E3. The date of the prescriber visit relied on for B2." Since A and B1 are met and B2 has attestation but lacks the date, this looks like a pend situation.
But I need to examine B2 more closely — does it actually require the date itself to be documented, or just that the visit happened within 6 months? Reading B2's language, it doesn't explicitly demand the date be recorded; it's really about whether the visit occurred.
Yet E3's placement in the documentation section implies that relying on B2 for approval requires the date be provided. The record only says "seen regularly" with a follow-up attestation, no actual date or note.
This creates two possible readings — either B2 fails outright due to lack of visit evidence (deny), or B2 is presumed met but insufficient documentation triggers a pend for E3. The pend framing suggests the latter is intended when the case is otherwise approvable.
ology" — if that phrase counts as B2 evidence, then E3's date requirement kicks in since no specific date is given. If it doesn't count as sufficient B2 evidence at all, denial would be the outcome instead.
The guidance to pend applies when the record is silent on something the documentation section flags — and here, the visit is referenced but undated, no office note attached. So the diagnosis (A2) and training (B1) seem satisfied, but the B2 visit's specific date is missing, which is exactly what E3 anticipates pending for.
Confirming: everything else checks out as approvable, E3 is explicitly listed as a documentation requirement, and the record isn't contradicting B2 — it's just silent on the date. That matches the PEND definition cleanly.
Decision: PEND
Criteria: [E3]
Reconsidering B2 more carefully — it has two components: an in-person/telehealth visit within 6 months, and attestation of ongoing follow-up plans. The attestation part is covered. But "seen regularly by endocrinology" doesn't specify an actual date, so I can't confirm the visit falls within the required window (today is 2026-09-02, so cutoff is 2026-03-02). Since E3 explicitly asks for "the date of the prescriber visit relied on for B2," the missing date is exactly what triggers the pend.
The key distinction: outright contradiction of B2 (e.g., "last seen 8 months ago") warrants denial, but silence on the specific date with vouching from the prescriber calls for a pend rather than a denial. That's the situation here — regular follow-up is asserted, but the date itself is absent, so this resolves to PEND on E3.
Decision: PEND
Criteria: ["E3"]
Rationale: Diagnosis and training requirements met; prescriber attests to regular follow-up, but no date documentation for the preceding 6-month visit required by B2 and E3.
The record doesn't contradict B2—it supports ongoing follow-up—it simply lacks the specific visit date, which the policy lists as a documentation item under E3. That makes this a PEND rather than a denial.
Finalizing rationale: "Diagnosis and training requirements satisfied; prescriber attests to regular follow-up and ongoing plan, but date of preceding six-month visit (E3) is not documented." Training completed 2026-07-02, roughly two months before today's date, so B1 is clearly satisfied.
For B2, I'd need a visit dated on or after 2026-03-02, but no date is given—confirming the E3 pend. Checking exclusions: X1 doesn't apply (first device), X2 doesn't apply (no professional CGM billed). No exclusions trigger, so the case rests on the missing B2 visit date.
The prescriber's note that the member is "seen regularly" with ongoing follow-up implies B2 is likely satisfied clinically, but without the specific date, I can't confirm it—E3 is exactly what's missing. Since A2 and B1 are clearly met, and the policy directs pending when otherwise approvable but E3 is absent, this fits a PEND rather than a denial.
I could argue for denial if I treat "seen regularly" as too vague to satisfy the "within 6 months" requirement. But the prescriber is a professional attesting to their own patient relationship—outright denying feels like distrust of their attestation. Pending for the date strikes the right balance: trust the clinical claim, but require the specific documentation.
Decision: PEND, Criteria: ["E3"]
Rationale: Diagnosis and training requirements satisfied; prescriber attests to regular follow-up, but no specific visit date within six months documented (E3).
No visit date, no office note—thin documentation. B2 needs both a recent visit AND ongoing follow-up attestation; only the latter is clearly met. Vague "seen regularly" isn't proof of a visit within 6 months, but it's not an outright contradiction either—just missing specificity. This reads as a documentation gap rather than evidence the visit didn't happen, supporting PEND over DENY.
Checking E3's language: "pend where otherwise approvable but the record lacks the date of the prescriber visit." The phrase "otherwise approvable" likely means the case meets all substantive criteria except this missing detail—so it applies here.
A2 and B1 are met. B2 is trickier: the prescriber attests to a visit within 6 months but no date is given. Taking that attestation at face value, B2 is clinically satisfied—just undocumented as to date. That's exactly the gap E3 anticipates, pointing to PEND rather than DENY.
```json
{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis and training requirements satisfied; prescriber attests to regular follow-up and ongoing plans, but specific date of preceding six-month visit (E3) not documented."
}
```
Checking the rationale length—concise and under the limit, good.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Diagnosis and training requirements satisfied; prescriber attests to regular follow-up and ongoing plans, but specific date of preceding six-month visit (E3) not documented."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,565 tokens
Let me work through this authorization request against Medical Policy MP-402.
The policy requires APPROVAL when both A and B are met.
**Criterion A - DIAGNOSIS:**
The member has Type 2 diabetes mellitus on insulin degludec 24 units daily and insulin aspart with meals. This matches A2: "Type 2 diabetes mellitus treated with any insulin regimen."
The insulin regimen is documented (degludec 24 units daily and insulin aspart with meals), and pharmacy fill history is attached and current. So A is satisfied.
**Criterion B - MANAGEMENT:**
This requires BOTH B1 and B2:
B1: "The member or caregiver has been trained on device use, or training is scheduled."
- Training is completed with certificate dated 2026-07-02.
- This is satisfied.
B2: "The member has had an in-person or telehealth visit with the prescriber within the preceding 6 months, and the prescriber attests to a plan for ongoing follow-up at least every 6 months."
- The request states "seen regularly by endocrinology" and "attests to ongoing follow-up"
- However, NO VISIT DATE is given
- No office note from the preceding six months is included
- Today's date is 2026-09-02
- Six months before that would be 2026-03-02
The policy requires a visit within the preceding 6 months. The record does not provide:
1. The date of the prescriber visit
2. An office note or documentation of when this visit occurred
The prescriber attests to ongoing follow-up, which satisfies part of B2, but the first part (visit within preceding 6 months) cannot be verified from the record.
**Checking the DOCUMENTATION section:**
The policy says to PEND where otherwise approvable but the record lacks:
- E1: The insulin regimen relied on for A2 - WE HAVE THIS (degludec and aspart documented, pharmacy history attached)
- E2: The glucose value and date relied on for A3 - doesn't apply here since A2 is what's being used, not A3
- E3: The date of the prescriber visit relied on for B2 - this is exactly what's missing
Everything else checks out as approvable - A is satisfied, B1 is satisfied, and the follow-up attestation portion of B2 is present. The gap is that B2 also demands the visit fall within the preceding 6 months, and there's no date to confirm that.
This points to a PEND outcome. E3 is explicitly named as a documentation gap that triggers pending when the rest of the request is otherwise approvable - which is the case here.
**Checking for EXCLUSIONS:**
Need to look at X1, concurrent authorization status, next.
uirements seem satisfied, so this comes down to a documentation gap rather than a substantive denial.
Decision: "pend" with Criteria: ["E3"] — the record lacks the visit date needed to confirm B2's six-month timing requirement, even though the follow-up attestation itself is present. Breaking B2 into its two components: the follow-up plan attestation is satisfied, but the visit date needed to verify recency is simply absent from the record.
Since the record doesn't contradict B2 (no statement suggesting the visit happened outside six months), this is a pend rather than a denial — the policy explicitly lists E3 as the documentation identifier for this gap. Rationale draft: "Record lacks the prescriber visit date required by B2 to confirm it occurred within the preceding six months."
Checking E1 and E2 for completeness: E1 covers the insulin regimen for A2, which is documented, so no pend needed there. E2 concerns glucose value/date for A3, but we're relying on A2 instead, so irrelevant. Only E3 remains unaddressed.
Final answer: decision "pend", criteria ["E3"], with the rationale confirming the missing visit date needed to verify B2's six-month window.
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Record lacks the prescriber visit date required by B2 to verify the visit occurred within the preceding six months."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V3.2 · DeepSeek2.2s · 63 out | 2.9s · 65 out | 2.5s · 58 out
json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The record is otherwise approvable under A2 and B1, but it lacks the date of the prescriber visit required by B2 and documentation rule E3."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "Request meets medical necessity criteria A2 and B1 but is missing the specific date of the required prescriber visit (B2), which is a documentation deficiency requiring a pend."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "pend",
"criteria": ["E3"],
"rationale": "The record satisfies the diagnosis requirement under A2 due to documented insulin use, but the prescriber visit date needed for B2 is missing."
}
Grader detail
json{
"expectedLabel": "pend",
"gotLabel": "pend",
"labelOk": true,
"expectedCitations": [
"E3"
],
"gotCitations": [
"E3"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}