Second concurrent CGM system
Vignette written for Parity against synthetic policy MP-402. Exclusion applies despite a clean clinical picture.
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: 31-year-old.
Requested item: personal real-time continuous glucose monitor, system B, initial
authorisation.
Diagnosis: Type 1 diabetes mellitus on an insulin pump.
Training: completed 2026-05-19.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months.
Other devices: The member holds an active, unexpired authorisation for personal
CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid
through 2026-07. The request states the member "prefers the newer sensor" and
does not ask to terminate the existing authorisation.json{
"kind": "decision",
"label": "deny",
"citations": [
"X1"
]
}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 · Anthropic7.2s · 98 out | 6.9s · 101 out | 4.9s · 101 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active authorisation for personal CGM system A through 2027-01-31 and does not request its termination; exclusion X1 (concurrent second personal CGM) applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active authorisation for personal CGM system A through 2027-01-31 with paid supply claims; approving system B would be a concurrent second personal CGM, excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active authorisation for personal CGM system A through 2027-01-31 and does not request its termination; approving system B would be a concurrent second personal CGM, excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3.7 Flash · Google3.9s · 332 out | 5.3s · 451 out | 6.2s · 575 out
Reasoning · 271 tokens
**Reviewing Diabetes Device Status**
I'm currently cross-referencing the member's Type 1 diabetes diagnosis and completed training with their documented prescriber follow-up. My immediate focus is on verifying the status of their current CGM authorization, specifically noting it's active and unexpired until February 2026.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied under exclusion X1 due to an active, unexpired concurrent authorisation for another personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 389 tokens
**Analyzing CGM Request**
I'm currently reviewing the details of a real-time CGM request, specifically for system B with initial authorization. The member has Type 1 diabetes mellitus, and training was completed on May 19, 2026. The prescriber visit was also on that date, with a follow-up noted.
**Confirming CGM Denial**
I've confirmed the denial of the CGM request based on exclusion X1, as an active, concurrent authorization for a second system exists. The rationale clearly states the reason for denial, aligning with the established criteria.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied under exclusion X1 because the member holds an active concurrent authorisation for a second personal continuous glucose monitor."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 510 tokens
**Reviewing Policy Requirements**
I'm currently focused on evaluating the member's request for a continuous glucose monitoring system against the specific criteria outlined in MEDICAL POLICY MP-402. I'm processing the details provided, including the member's age and diagnosis of Type 1 diabetes.
**Evaluating Concurrent Device Usage**
I'm assessing the current request for a new CGM against existing authorizations. The member already has an active approval for personal CGM system A, and this new request doesn't specify termination of the old one. This looks like a clear conflict with exclusion X1.
Therefore, I'm moving to deny this request based on X1 due to concurrent authorization of a second personal CGM system.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied under exclusion X1 because the member has an active, unexpired authorization for a concurrent personal continuous glucose monitoring system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.5 · OpenAI1.9s · 144 out | 2.7s · 152 out | 2.4s · 152 out
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active, unexpired authorization for another personal CGM system and the request does not terminate it, so concurrent authorization of a second personal CGM system applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active, unexpired authorisation for another personal CGM system and the request does not terminate it, so concurrent authorisation of a second personal CGM applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member already has an active, unexpired authorization for another personal CGM system, and this request would create concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Sol · OpenAI1.3s · 54 out | 2.7s · 70 out | 1.4s · 61 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "A second personal CGM system is requested while an active, unexpired authorisation remains in place for system A."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "An active, unexpired authorisation already exists for personal CGM system A, and the request does not terminate it. System B would constitute concurrent authorisation of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member has an active authorisation for personal CGM system A, and the request would create concurrent authorisation of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Grok 4.6 · xAI13.2s · 760 out | 12.0s · 859 out | 9.0s · 761 out
Reasoning · 708 tokens
The user wants me to apply the medical policy to this authorization request and output JSON only.
{
"decision": "APPROVE",
"reasoning": "Meets A1 (Type 1 diabetes mellitus), B1 (training completed 2026-05-19), and B2 (prescriber visit 2026-05-19 with follow-up every three months). No exclusions apply. 2026-05-19 is after the 2026-02-01 approval date for system A, so concurrent authorization is not an issue.json{"decision":"deny","criteria":["X1"],"rationale":"The member has an active unexpired authorization for personal CGM system A and is not terminating it, so concurrent second-system exclusion X1 applies."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 803 tokens
The problem is about prior authorization for a continuous glucose monitor.
Based on the details provided, the request meets both A and B criteria under MP-402. Type 1 diabetes is confirmed, training was completed on the requested date, and the prescriber visit with ongoing follow-up plan satisfies the management requirements. The member's preference for the newer sensor and existing CGM authorization do not appear to impact these core criteria.
However, the active authorization for system A combined with the request for system B, without termination, directly triggers exclusion X1 for concurrent second personal CGM systems. This exclusion takes precedence, resulting in a denial.json{"decision":"deny","criteria":["X1"],"rationale":"An active unexpired authorization for personal CGM system A remains in force and the request does not terminate it, so a second personal CGM is concurrent under X1."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 709 tokens
The user wants me to apply the medical policy for prior authorization of continuous glucose monitoring.
Based on the policy, this request meets the criteria for initial authorization of system B. The member has Type 1 diabetes on an insulin pump, completed training on 2026-05-19, and has a recent endocrinology visit on the same date with plans for follow-up every three months.json{"decision":"deny","criteria":["X1"],"rationale":"An active unexpired authorization for personal CGM system A remains in force and is not being terminated, so concurrent second-system exclusion X1 applies."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Grok 4.5 · xAI4.1s · 262 out | 5.6s · 357 out | 3.9s · 241 out
Reasoning · 215 tokens
The task is about prior authorization for a continuous glucose monitor based on medical policy MP-402.
json{"decision":"deny","criteria":["X1"],"rationale":"Active unexpired authorisation for system A remains in force and is not terminated, so concurrent second personal CGM is excluded."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 309 tokens
The task is about prior authorization for a continuous glucose monitor based on medical policy MP-402.
json{"decision":"deny","criteria":["X1"],"rationale":"Active unexpired authorisation for personal CGM system A remains in force; concurrent second personal CGM is excluded under X1."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 191 tokens
The task is about prior authorization for a continuous glucose monitor based on medical policy MP-402.
json{"decision":"deny","criteria":["X1"],"rationale":"Member has an active unexpired authorization for personal CGM system A and is not terminating it, so concurrent second personal CGM is excluded."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3.1 Pro · Google5.5s · 318 out | 5.5s · 340 out | 7.0s · 456 out
Reasoning · 252 tokens
**My Thought Process on This CGM Authorization Request**
Alright, let's break down this request. The core of it revolves around a member's eligibility for a continuous glucose monitoring (CGM) system, and I need to carefully consider all the established criteria and any potential exclusions.
First, I'm noting the member's medical condition: they have Type 1 diabetes. This is crucial, and it directly meets criterion A1. Good start.
Next, I'm looking at their training on device use. The record shows they were trained on 2026-05-19, which satisfies requirement B1. Another checkmark.
Then, I examine the prescriber visit and follow-up schedule. They had a prescriber visit on 2026-05-19, which is well within the 6-month window. Furthermore, the plan for follow-up every three months aligns perfectly with criterion B2. So far, all the fundamental requirements for CGM authorization seem to be in order.
However, and this is where things get a bit more nuanced, I've identified a critical piece of information in the request: the member *currently* holds an active, unexpired authorization for a personal CGM system, let's call it System A. The request isn't asking to *replace* System A; rather, it explicitly states the member *prefers the newer sensor* and does *not* ask to terminate the existing authorization for System A.
This is the trigger. This situation directly invokes Exclusion X1, which states: "Concurrent authorization of a second personal CGM system." Because they have an active authorization for System A and are now requesting a new one (System B, the preferred newer sensor) without terminating the first, they are effectively seeking concurrent authorization for two personal CGM systems.
Since an exclusion applies here, my decision must be to deny the request. When I document this, the criteria section needs to clearly list the identifier for the exclusion that led to this decision, which is X1.
To be absolutely thorough, I'm doing one final review:
* A1 (Type 1 diabetes): Met.
* B1 (Device training): Met.
* B2 (Prescriber visit and follow-up): Met.
* X1 (Concurrent authorization of a second personal CGM system): **Applies.** The member has an active authorization for System A and is requesting System B without terminating the authorization for System A.
Therefore, my decision is to **deny** the request. The specific criteria I'm citing for this denial is **["X1"]**. My rationale will be that the member already has an active authorization for a different personal CGM system that has not been terminated, which directly falls under the exclusion for concurrent authorizations.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is for a second personal CGM system while the member has an active, unexpired authorization for another system, meeting exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 274 tokens
**My Thought Process on the CGM Request**
Alright, let's break down this request for a continuous glucose monitor (CGM) system. My primary goal here is to ensure I'm making the most informed and policy-compliant decision.
First off, I see a request for an *initial* authorization for System B, a personal real-time CGM. The patient has Type 1 diabetes mellitus, and they've met the diagnostic criteria (A1). That's a good start. I also see they've completed the necessary training (B1) on May 19, 2026, and had a prescriber visit on the same date, with follow-ups scheduled every three months (B2). So, from a clinical need and preparedness standpoint, it looks like they're good to go for System B itself.
However, and this is where my attention immediately shifts, the member *already* has an active, unexpired authorization for a *different* personal CGM system, System A. This authorization was approved back on February 1, 2026, and runs until January 31, 2027. Crucially, the current request *doesn't* ask to terminate or change this existing authorization for System A.
Now, I need to consult our policy. I'm looking for any exclusions that might apply. And bingo, I found one: X1. This exclusion explicitly states: "Concurrent authorisation of a second personal CGM system."
Given that the member currently has an active authorization for System A, and this new request is for System B *without* any indication that System A should be terminated, approving System B would directly violate exclusion X1. It would mean they'd have two personal CGM systems authorized concurrently, which is not permitted.
Therefore, my decision must be to deny this request. The specific criteria that leads to this denial is X1, as the member already holds an active authorization for another personal CGM system, and that existing authorization hasn't been terminated as part of this request. The rationale is clear: approving System B would lead to a concurrent authorization of a second personal CGM system, which is explicitly excluded by our policy.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active, unexpired authorization for a different personal CGM system, which triggers the exclusion for concurrent authorization of a second system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 394 tokens
**My Thought Process for Evaluating This Prior Authorization Request**
Alright, let's dive into this prior authorization request. My primary objective here is to determine whether it meets the criteria outlined in Medical Policy MP-402.
First, I need to check the approval conditions. The policy states approval is granted if both criteria A and B are satisfied.
Let's look at criterion A, the diagnosis. The policy requires one of A1, A2, A3, or A4. The member has Type 1 diabetes mellitus, which clearly aligns with A1. So, criterion A is met.
Now, let's move to criterion B, which has two sub-conditions, B1 and B2, both of which must be met.
For B1, I need to see if training has been completed. The record shows "Training: completed 2026-05-19." That ticks the box for B1.
For B2, the requirement is a visit within the last six months and a plan for follow-up every six months. The record states "Prescriber visit: endocrinology 2026-05-19, follow-up every three months." This fulfills the visit requirement and even exceeds the follow-up frequency, so B2 is met.
Since this is an initial authorization request, the "continuation" criteria aren't applicable.
However, before I can confirm approval, I absolutely must check the exclusions. This is where many requests can go awry. The policy lists exclusion X1: "Concurrent authorisation of a second personal CGM system."
I've found a significant issue here. The record states, "The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states the member 'prefers the newer sensor' and does not ask to terminate the existing authorisation."
This situation directly triggers exclusion X1. The member has an existing, active authorization for a personal CGM system, and this new request is for a *second* personal CGM system without terminating the first. This is precisely what the exclusion is designed to prevent.
Therefore, despite meeting the initial approval criteria A and B, the presence of exclusion X1 overrides them. The request must be denied.
When documenting the denial, I need to be precise and only list the specific criteria that were not met or the exclusions that applied. In this case, it's just X1.
The rationale needs to be concise and clearly explain *why* the denial is happening, focusing on the unmet exclusion. My rationale will be: "The request is for a second personal CGM system while an active authorisation for another CGM system exists and has not been terminated." I'll refine this slightly to be even more direct: "The member has an active, concurrent authorisation for another personal CGM system that has not been terminated." This is well under the 40-word limit.
So, the final decision is "deny" with the criteria field populated as `["X1"]` and the rationale as "The member has an active, concurrent authorisation for another personal CGM system that has not been terminated."
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active, concurrent authorisation for another personal continuous glucose monitoring system, which is an exclusion under the policy."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Opus 5 · Anthropic2.2s · 139 out | 2.5s · 132 out | 2.4s · 128 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active personal CGM authorisation for system A through 2027-01-31 with paid supply claims, and no termination is requested; a concurrent second personal CGM is excluded."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member has an active personal CGM authorisation for system A through 2027-01-31 with paid supply claims, and no request to terminate it; concurrent second personal CGM is excluded."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member has an active personal CGM authorisation for system A through 2027-01-31 with paid supplies, and does not request termination; approving system B would be a concurrent second personal CGM."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 3 Flash · Google7.7s · 895 out | 9.4s · 1,075 out | 11.8s · 1,311 out
Reasoning · 827 tokens
**My Thought Process on Authorizing CGM System B**
Alright, let's break down this request for a continuous glucose monitoring (CGM) system. I'm looking at a 31-year-old member who has Type 1 diabetes and is currently managed with an insulin pump.
First, I'm checking the basic eligibility criteria. For a personal CGM, the member needs a diagnosis of Type 1 diabetes – which this individual has, so Criterion A1 is met.
Next, I move to the management criteria. They need to have completed or have training scheduled. This member completed their training on May 19, 2026. So, Criterion B1 is met. Then, there's the requirement for a prescriber visit within the last six months, with a plan for follow-up every six months. They had a prescriber visit on the same day, May 19, 2026, and the plan is for follow-ups every *three* months, which is even better than the required six. So, Criterion B2 is definitely met.
Now for the exclusions, and this is where I need to be particularly careful. I see a significant flag: Exclusion X1. This policy states that concurrent authorization of a *second* personal CGM system is not allowed. The member *already* has an active authorization for CGM System A, which is valid until January 31, 2027, and claims have been paid for it through July 2026. This request is for System B, and crucially, it doesn't mention terminating the existing System A authorization. This clearly triggers X1.
I'm also quickly scanning for other exclusions. There's no mention of a professional CGM on the same date, so X2 doesn't apply. Since this is an initial authorization request for System B, there's no continuation aspect (R1) to consider. And the documentation for A1 and B2 is straightforward and already met, so I don't need to worry about E1-E3.
So, to reiterate, Criterion A1, B1, and B2 are all met. However, Exclusion X1 is definitively triggered because the member already has an active, unexpired authorization for CGM System A, and this request is for a second personal CGM system (System B) without any indication of terminating the first.
Based on this, my decision is to **deny** the request for System B. The specific criterion leading to this decision is **X1**. My rationale is straightforward: "The member has an existing active authorization for a personal CGM system (System A), and policy X1 excludes concurrent authorization of a second personal CGM system." This is a clear-cut case where an existing authorization for a similar device prevents the approval of a second one simultaneously.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active, unexpired authorization for a different personal CGM system, and policy X1 excludes concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,010 tokens
**My Thought Process on Policy MP-402: Continuous Glucose Monitoring**
Alright, let's break down this request for a personal, real-time Continuous Glucose Monitoring (CGM) system. I'm evaluating this against Policy MP-402, which has specific approval criteria and exclusions.
First, I need to ensure the patient meets the fundamental requirements. Criterion A relates to the diagnosis. The record states "Type 1 diabetes mellitus," which clearly satisfies A1. So, we're good on the diagnosis front.
Next, I look at Criterion B, which concerns management. This requires both B1 (training) and B2 (prescriber visit). The training was completed on 2026-05-19, fulfilling B1. For B2, the prescriber visit was also on 2026-05-19. The policy states this needs to be within 6 months and followed up every 3 months. Given the training and visit dates, this requirement is met. So, both A and B criteria are satisfied.
Now, the critical part: exclusions. Policy MP-402 has two exclusions, X1 and X2. I need to carefully check if either of these applies.
Exclusion X1 states: "Concurrent authorisation of a second personal CGM system." I've reviewed the member's current authorizations, and indeed, they hold an active, unexpired authorization for personal CGM System A, approved from 2026-02-01 through 2027-01-31. The current request is for System B. The patient's stated preference for "the newer sensor" and the absence of a request to terminate the existing authorization for System A means that approving System B *now* would result in two personal CGM systems being concurrently authorized. This directly triggers exclusion X1.
Exclusion X2 is about professional CGM billing on the same date. There's no information here to suggest this is the case, so X2 is not relevant.
Since exclusion X1 is definitively met, I don't need to pend for any documentation (E1, E2, E3). The decision is clear-cut based on the existing authorization.
Therefore, my decision is to **deny** the request. The primary criterion that led to this denial is **X1**.
My rationale will be: "The member has an existing active authorization for personal CGM system A, which is valid until 2027-01-31. Policy X1 explicitly excludes the concurrent authorization of a second personal CGM system." This concisely explains why the request cannot be approved under the current policy guidelines. I've double-checked that I'm only listing the exclusion that applied, not the criteria that were met, as per the guidelines.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an existing active authorization for personal CGM system A. Policy X1 excludes the concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,242 tokens
**My Thought Process on Medical Policy MP-402: Continuous Glucose Monitoring**
Okay, let's break down this request for a personal real-time Continuous Glucose Monitoring (CGM) system, specifically System B, for a 31-year-old member diagnosed with Type 1 diabetes (A1).
My first step is always to pull up the relevant Medical Policy, which in this case is MP-402 for Personal, Real-Time CGM. I need to see if the member meets the criteria for coverage.
Looking at the provided details:
* **Diagnosis (A1):** The member has Type 1 diabetes. This directly meets Criterion A of the policy. Good.
* **Management (B1 & B2):** Training has been completed (B1), which is excellent. Additionally, there was a prescriber visit on 2026-05-19 with a follow-up plan every 3 months (B2). This also meets Criterion B.
So, based on the approval criteria A and B, it *seems* like this request should be approved. However, I know that exclusions are critical and can override initial approval criteria. I need to meticulously examine them.
This brings me to **Exclusion X1**: "Concurrent authorisation of a second personal CGM system." This is the critical point.
Here's what I've pieced together regarding X1:
* The current request is for **System B**.
* I've checked the member's existing authorizations and, importantly, found that they *already have an active, unexpired authorization for System A*. This authorization is valid from 2026-02-01 to 2027-01-31.
* The request doesn't propose terminating the existing authorization for System A.
* Therefore, if I were to approve the request for System B, the member would indeed have *concurrent authorizations for two different personal CGM systems*. This is precisely what Exclusion X1 is designed to prevent.
Given that Exclusion X1 is clearly met, the decision must be to **Deny** the request.
I also briefly checked for any documentation pends (E1, E2, E3) that might necessitate holding the request for more information. However, since an exclusion (X1) applies directly and definitively, these documentation requirements become moot. They would only be relevant if the initial approval criteria were met and no exclusions applied, or if an exclusion needed further documentation to be definitively applied. In this case, X1 is straightforward.
So, to summarize my decision and rationale:
* **Decision:** Deny.
* **Criteria:** X1 (the exclusion for concurrent authorization of a second personal CGM system).
* **Rationale:** The member currently holds an active authorization for a different personal CGM system (System A) which extends through January 2027. Policy MP-402 explicitly excludes the concurrent authorization of a second personal CGM system, as stated in criterion X1.
I've refined the rationale wording multiple times to be concise and accurate, ensuring it directly references the policy and the specific exclusionary criterion. The final rationale confirms that the member's existing authorization for System A, which is still active and unexpired, directly triggers the exclusion against having two systems simultaneously.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied because the member has an active, unexpired authorization for another personal CGM system, and the policy excludes concurrent authorization of a second system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Kimi K3 · Moonshot13.1s · 205 out | 15.0s · 197 out | 9.1s · 217 out
Reasoning · 109 tokens
The member meets A1 (Type 1 diabetes), B1 (training completed), B2 (visit within 6 months, follow-up every 3 months). But exclusion X1 applies: concurrent authorisation of a second personal CGM system. The member holds an active auth for system A and doesn't ask to terminate it. So deny, citing X1.
For a denial, list only the identifiers that were not met or the exclusions that applied. So criteria: ["X1"].
Rationale: under 40 words.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active, unexpired authorisation for personal CGM system A through 2027-01-31 and does not request its termination, so concurrent authorisation of a second personal CGM system is excluded under X1 despite meeting A1, B1, and B2."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 0 tokens
The policy says approve when A and B met. A1 met (Type 1 diabetes). B1 met (training completed). B2 met (visit 2026-05-19, follow-up every 3 months).
But exclusion X1: concurrent authorisation of a second personal CGM system. Member holds active auth for system A, and this request is for system B without terminating system A. So X1 applies → deny.
Criteria: X1 only. Rationale under 40 words.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Clinical criteria A1, B1, and B2 are met, but the member holds an active, unexpired authorisation for personal CGM system A and does not request its termination, so exclusion X1 for concurrent authorisation of a second personal CGM system applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 0 tokens
Let me apply the policy.
Diagnosis A1: Type 1 diabetes — met. B1 training completed — met. B2 visit 2026-05-19, within 6 months, follow-up plan every 3 months — met.
But exclusion X1: concurrent authorisation of a second personal CGM system. The member holds an active authorisation for system A and doesn't ask to terminate it. So X1 applies → deny.
Criteria for denial: list only identifiers not met or exclusions applied → X1.
Rationale: under 40 words.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Clinical criteria A1, B1, and B2 are met, but the member holds an active, unexpired authorisation for personal CGM system A with paid supply claims, and the request does not seek to terminate it. Concurrent authorisation of a second personal CGM system is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Gemini 2.5 Pro · Google17.7s · 1,537 out | 14.5s · 1,271 out | 19.9s · 1,708 out
Reasoning · 1,476 tokens
Okay, I've reviewed the prior authorization request for a continuous glucose monitor (CGM) system, and I need to apply our medical policy, MP-402, to determine the appropriate action. My output needs to be a JSON object with `decision`, `criteria`, and `rationale` keys.
First, I'll break down the policy's requirements. For an initial approval, both the diagnosis criteria (A) and the management criteria (B) must be met.
* **Diagnosis (A):** This includes Type 1 diabetes (A1), Type 2 with insulin (A2), Type 2 without insulin but with severe hypoglycemia (A3), or gestational diabetes with insulin (A4).
* **Management (B):** This requires that training on the device has been completed or scheduled (B1), and that the member has had a prescriber visit within the last six months with a follow-up plan (B2).
There's also a continuation requirement (R1), but this is an initial request for *this specific system*, so R1 isn't relevant here.
Crucially, there are exclusions:
* **X1:** Concurrent authorization of a *second* personal CGM system. This is a key one to watch.
* **X2:** Professional CGM on the same date. This isn't applicable to this request.
I also need to be aware of documentation pend requirements (E1, E2, E3) if any information is missing.
Now, let's look at the details of the authorization request:
* The member is 31 years old.
* It's an *initial* authorization request for a personal, real-time CGM, specifically system B.
* The diagnosis is **Type 1 diabetes mellitus**, and they are on an insulin pump.
* Training was completed on 2026-05-19.
* There was a prescriber visit with Endocrinology on 2026-05-19, with follow-up scheduled every three months.
And here's the *critical piece of information*: "The member holds an active, unexpired authorization for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states the member 'prefers the newer sensor' and **does not ask to terminate the existing authorisation.**"
Let's apply the policy to these details:
1. **Approval Criteria (A and B):**
* **Criterion A (Diagnosis):** The member has "Type 1 diabetes mellitus". This directly meets **A1**.
* **Criterion B (Management):**
* **B1:** Training was completed on 2026-05-19. This meets **B1**.
* **B2:** The prescriber visit was on 2026-05-19 (within the last 6 months) and follow-up is planned every three months, which meets the ongoing follow-up requirement. This meets **B2**.
So, based solely on the positive approval criteria, this request looks like it would be approved.
2. **Documentation Pends:**
* E1 (insulin regimen for A2): Not applicable, as we're using A1.
* E2 (hypoglycemia for A3): Not applicable, as we're using A1.
* E3 (visit date for B2): The date is provided (2026-05-19).
* No documentation pends are warranted.
3. **Exclusions:**
* **X1: Concurrent authorisation of a second personal CGM system.**
* This request is for a *new* CGM system (System B).
* The member *already has an active, unexpired authorization* for another CGM system (System A) that runs until 2027-01-31.
* The request explicitly states it *does not ask to terminate* the existing authorization for System A.
* This scenario perfectly matches exclusion **X1**. We would be authorizing a second personal CGM system to be active at the same time as the first.
* X2 (Professional CGM): Not applicable here.
**Decision Making:**
Despite meeting the clinical criteria for approval (A1, B1, B2), the request clearly triggers a specific exclusion (**X1**). When an exclusion is met, it overrides the positive criteria. Therefore, the request must be denied.
* **Decision:** `deny`
* **Criteria:** I need to list only the criteria that were not met or the exclusions that applied. In this case, it's **X1**.
* **Rationale:** The member currently has an active authorization for a personal CGM system, and the policy explicitly excludes the concurrent authorization of a second personal CGM system. I will state this clearly and concisely, keeping it under 40 words.
So, my final output will be a JSON object reflecting this denial due to the exclusion of concurrent systems. The member's preference for a newer sensor doesn't supersede the explicit policy exclusion for dual authorizations. The process for switching devices would typically involve terminating the old authorization before initiating a new one, but this request is not submitted that way.
Therefore, I will proceed with generating the JSON response.
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member has an active authorization for a personal CGM. The policy excludes concurrent authorization of a second personal CGM system."
}
```json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member has an active authorization for a personal CGM. The policy excludes concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,209 tokens
Here's a summary of my thought process as I reviewed this prior authorization request for a continuous glucose monitor (CGM):
My primary task was to act as a health plan analyst and meticulously apply Medical Policy MP-402 to a specific prior authorization request. The ultimate output needs to be a JSON object containing the `decision`, the specific `criteria` that led to that decision, and a clear `rationale`.
I first broke down the policy's requirements, focusing first on the **Approval Criteria**. The policy states that both sections A and B must be met for approval.
For **Criterion A (Diagnosis)**, the policy requires one of four specific diagnoses. The request clearly states the member has "Type 1 diabetes mellitus on an insulin pump." This directly matches Policy A1, which simply requires "Type 1 diabetes mellitus." Therefore, Criterion A is met.
Next, I examined **Criterion B (Management)**, which requires both B1 and B2 to be met.
* **Criterion B1 (Training):** The policy requires that the member or caregiver has been trained on device use, or training is scheduled. The request explicitly states, "Training: completed 2026-05-19." This confirms Criterion B1 is met.
* **Criterion B2 (Prescriber visit):** This requires an in-person or telehealth visit with the prescriber within the last six months, with an attestation of ongoing follow-up at least every six months. The request indicates a "Prescriber visit: endocrinology 2026-05-19, follow-up every three months." The visit date is well within the preceding six months (assuming the request is contemporaneous with or shortly after this visit). Furthermore, the planned follow-up of "every three months" is more frequent than the policy's minimum of "at least every 6 months." Thus, Criterion B2 is also met.
At this point, based solely on the approval criteria, the request appeared to be approvable, as all components of A and B were satisfied.
However, my next step was to meticulously review the **Exclusions** section. This is where the outcome shifted significantly.
* **Exclusion X1 (Concurrent authorization of a second personal CGM system):** This is a critical exclusion. The request indicates the member *already holds an active, unexpired authorization* for "personal CGM system A." The current request is for "personal CGM system B." Crucially, the request *does not state an intent to terminate the existing authorization* for system A. This means approving the new request would result in *concurrent* authorization of two personal CGM systems, which is explicitly prohibited by X1. Therefore, Exclusion X1 applies, and this alone is grounds for denial.
* **Exclusion X2 (Professional CGM billed on the same date of service):** The request is for a *personal* CGM, not a professional one. Therefore, Exclusion X2 is not applicable here.
Since Exclusion X1 was met, the definitive decision must be to `deny` the request.
I also briefly reviewed the **Documentation** section. This section outlines what's needed for a `pend` decision if a request is otherwise approvable but lacks documentation. In this case, the documentation (prescriber visit date) was present. However, the request is *not* "otherwise approvable" due to the exclusion, so a `pend` is not the appropriate outcome.
Therefore, my final determination is:
* **Decision:** `deny`
* **Criteria:** `["X1"]` (I list only the specific exclusion that led to the denial.)
* **Rationale:** The member currently has an active authorization for another personal CGM system. The policy explicitly excludes concurrent authorization for a second personal CGM system. The member's preference for a newer sensor, while noted, does not override this policy exclusion.
This thought process led me directly to the required JSON output.json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member holds an active authorisation for another personal CGM system. The policy excludes concurrent authorisation of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,640 tokens
Alright, let's break down this prior authorization request for a continuous glucose monitor (CGM). My task is to act as a health plan analyst and meticulously apply our medical policy, MP-402, to the provided information. The ultimate goal is to produce a structured JSON output detailing my `decision`, the specific `criteria` that led to it, and a concise `rationale`.
First, I need to deeply understand MP-402. I'll go through its criteria section by section.
**Understanding the Policy (MP-402):**
* **Approval:** To even consider approval, two main conditions must be met:
* **Criterion A (Diagnosis):** The member's diagnosis must fall into one of these categories: Type 1 diabetes (`A1`), Type 2 diabetes on insulin (`A2`), Type 2 diabetes without insulin but with severe hypoglycemia (`A3`), or Gestational diabetes on insulin (`A4`).
* **Criterion B (Management):** Alongside the diagnosis, two management aspects are crucial: `B1` (training on the device must be completed or scheduled) and `B2` (the prescriber must have seen the member within the last 6 months, with a plan for follow-up at least every 6 months).
* **Continuation:** There's a specific criterion (`R1`) for continuing a CGM, requiring 70% usage in the last 90 days. However, this request is explicitly for an "initial authorization," so `R1` won't be relevant here.
* **Exclusions:** These are critical. If any of these are met, the request should be denied.
* `X1`: This is a big one – "Concurrent authorization of a second personal CGM system."
* `X2`: Not relevant here, as we're dealing with a personal CGM, not a professional one.
* **Documentation (Pend Criteria):** These are reasons to "pend" (request more information) rather than outright deny or approve.
* `E1`: Missing insulin regimen for Type 2 on insulin.
* `E2`: Missing glucose value/date for Type 2 with severe hypoglycemia.
* `E3`: Missing prescriber visit date.
**Now, I'll dissect the Authorization Request itself:**
* **Member:** 31-year-old.
* **Item:** Personal real-time CGM, system B, *initial authorization*.
* **Diagnosis:** Type 1 diabetes mellitus, and they are on an insulin pump.
* **Training:** Completed on 2026-05-19.
* **Prescriber Visit:** Endocrinology on 2026-05-19, with follow-up planned every three months.
* **Other Devices:** This is a key point. The member *already* has an active, unexpired authorization for "personal CGM system A," approved from 2026-02-01 to 2027-01-31. Supply claims have been paid recently. The request indicates the member "prefers the newer sensor" and *explicitly states* they are *not* asking to terminate the existing authorization for system A.
**Applying the Policy to the Request:**
Let's systematically go through the policy criteria with the member's information:
* **Approval Criteria Check:**
* **Criterion A (Diagnosis):** The member has "Type 1 diabetes mellitus." This perfectly matches `A1`. So, **Criterion A is met.**
* **Criterion B (Management):**
* `B1` (Training): Training was completed on 2026-05-19. **`B1` is met.**
* `B2` (Prescriber Visit): The visit was on 2026-05-19, which is well within the 6-month window (assuming the request is contemporaneous). The follow-up plan of every three months is more frequent than the required "at least every 6 months." **`B2` is met.**
* **Conclusion for Approval Criteria:** Both `A` and `B` are met. Based on clinical necessity alone, this request *would* be approvable.
* **Continuation Criteria Check:** As noted earlier, this is an *initial* authorization, so `R1` is irrelevant.
* **Exclusions Check:** This is where things get critical.
* `X1` (Concurrent second CGM): The request clearly states the member has an active authorization for CGM system A and is requesting system B *without terminating the existing authorization*. This means approving system B would result in the member having two concurrent personal CGM systems. This directly triggers **Exclusion `X1`**.
* `X2`: Not applicable.
* **Documentation (Pend Criteria) Check:**
* `E1`, `E2`, `E3`: All the necessary information related to diagnosis and prescriber visits is present for the criteria that *do* apply to this member's situation. There's no need to pend.
**Determining the Decision:**
While the member meets the clinical approval criteria (`A1`, `B1`, `B2`), the presence of an explicit exclusion (`X1`) overrides this. The policy clearly states "EXCLUSIONS," and `X1` directly addresses the scenario of a member having a concurrent authorization for a second personal CGM system, which is precisely what this request entails. Therefore, the decision must be to **deny**.
**Identifying the Criteria for the Decision:**
For a denial based on an exclusion, I only need to specify the exclusion that was met. In this case, it's `X1`.
**Formulating the Rationale:**
I need a concise explanation for the denial, directly referencing the policy. It should be under 40 words.
My thought process leads to: "The request is denied because the member has an active authorization for another personal CGM system. Concurrent authorization of a second personal CGM system is an exclusion under the policy." This is 32 words, clearly states the problem and the policy basis.
**Constructing the Final JSON Output:**
Based on my analysis, the JSON object will be:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The request is denied because the member has an active authorization for another personal CGM system. Concurrent authorization of a second personal CGM system is an exclusion under the policy."
}
```json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is for a second personal CGM system while another is currently authorized. Concurrent authorization of two personal CGM systems is an exclusion under the medical policy."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.2 · Z.ai2.1s · 231 out | 5.3s · 350 out | 5.0s · 387 out
Reasoning · 153 tokens
Let me analyze this case carefully.
Diagnosis: Type 1 diabetes mellitus on an insulin pump → A1 is met.
Training: completed 2026-05-19 → B1 is met.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months → B2 is met.
Now, exclusions:
X1. Concurrent authorisation of a second personal CGM system. The member holds an active authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31. This request is for system B, a second personal CGM system. The request does not ask to terminate the existing authorisation. So X1 applies.
Decision: deny
Criteria: X1json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorisation for personal CGM system A through 2027-01-31 and does not request termination, so concurrent authorisation of a second personal CGM system (X1) applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 277 tokens
We need answer JSON one block. Need analyze policy. Request initial personal real-time CGM system B. Member Type1 insulin pump. A1 satisfied. B1 training completed. B2 visit within 6 months and follow-up plan every 3 months satisfied. But exclusions: X1 concurrent auth of second personal CGM system. Member has active unexpired auth for personal CGM system A, and request for system B, no terminate. Policy exclusion X1 concurrent authorisation of a second personal CGM system. This applies. Deny. Need criteria? For denial, list only identifiers not met or exclusions applied. X1. Maybe also not_applicable? no. Need rationale under 40 words. Mention active concurrent personal CGM authorisation. Need maybe criteria array ["X1"]. But check: Does A and B met but exclusion denies. "X1. Concurrent authorisation of a second personal CGM system." Active unexpired system A through 2027-01-31, requested second personal CGM system B, no termination. So deny due X1. Need decision "deny". Rationale maybe "Member has active concurrent authorization for personal CGM system A; request for system B is a second personal CGM, excluded under X1, and existing authorization not terminated." Under 40 words. Need ensure JSON exactly. No extra keys.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member has an active personal CGM authorization for system A through 2027-01-31, and this request adds a second personal CGM system without terminating the existing authorization, which is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 331 tokens
We need answer one fenced JSON block with required keys. Need apply policy. Let's parse.
Member 31 Type 1 diabetes on insulin pump. Request initial auth for personal real-time CGM system B. Training completed 2026-05-19. Prescriber visit endocrinology same date follow-up every 3 months. Other devices: active unexpired authorisation for personal CGM system A approved Feb1 2026 through Jan31 2027, supply claims paid through Jul. Request states prefers newer sensor and does not ask terminate existing auth.
Policy: Approve when A and B met. A: Type 1 A1 met. B: both B1 trained, B2 visit within 6 months and follow-up plan at least every 6 months; yes visit 2026-05-19, follow-up q3mo.
Exclusions:
X1 Concurrent authorisation of a second personal CGM system.
X2 Professional CGM same DOS.
Here member has active auth for personal CGM system A; requesting second personal CGM system B concurrently, not terminating. X1 applies. Need decide deny due exclusion. Criteria should list only identifiers not met or exclusions that applied. So criteria ["X1"]. Rationale one or two sentences under 40 words. Decision "deny". Need mention concurrent personal CGM exclusion. Do not list A/B because met? For denial list only not met/exclusions. Rationale: "Deny under exclusion X1: member has active concurrent authorisation for personal CGM system A and request does not seek to terminate it."
Need ensure no other keys. JSON.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies because the member has an active concurrent personal CGM authorisation and the request does not seek to terminate it."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Opus 4.8 · Anthropic2.2s · 99 out | 2.2s · 104 out | 2.0s · 95 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active, unexpired authorization for personal CGM system A with no request to terminate it; authorizing system B would be a concurrent second personal CGM system, barred by X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active, unexpired authorisation for personal CGM system A; approving system B without terminating the existing authorisation is concurrent authorisation of a second personal CGM, barred by X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active, unexpired authorisation for personal CGM system A with paid supply claims; this request for a second concurrent personal CGM system is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Sonnet 5 · Anthropic3.1s · 143 out | 1.8s · 122 out | 2.7s · 190 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active, unexpired authorization for personal CGM system A with paid claims through 2026-07; requesting a second concurrent personal CGM system triggers exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds an active, unexpired personal CGM authorization (system A); this request seeks a concurrent second personal CGM system without terminating the existing one."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member already holds an active, unexpired personal CGM (system A) authorization; requesting concurrent system B violates the exclusion on concurrent personal CGM authorizations."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Sonnet 4.6 · Anthropic2.6s · 83 out | 2.3s · 80 out | 2.5s · 88 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorisation for personal CGM system A through 2027-01-31. Approving system B would constitute concurrent authorisation of a second personal CGM system, which is explicitly excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorisation for personal CGM system A through 2027-01-31 without requesting its termination. Concurrent authorisation of a second personal CGM system is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorisation for personal CGM system A through 2027-01-31 with no request to terminate it; approving system B would constitute concurrent authorisation of a second personal CGM system, triggering exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.7 Max · Alibaba8.5s · 494 out | 11.9s · 928 out | 11.9s · 872 out
Reasoning · 425 tokens
The request is for a personal real-time CGM (system B) for a 31-year-old member.
Diagnosis: Type 1 diabetes mellitus on an insulin pump. -> Meets A1.
Training: completed 2026-05-19. -> Meets B1.
Prescriber visit: 2026-05-19, follow-up every 3 months. -> Meets B2.
Other devices: Member holds an active, unexpired authorisation for personal CGM system A. The request does not ask to terminate the existing authorisation.
Exclusion X1: Concurrent authorisation of a second personal CGM system.
Since the member has an active authorisation for system A and is requesting system B without terminating A, X1 applies.
Decision: deny.
Criteria: X1.
Rationale: The member has an active, unexpired authorisation for another personal CGM system, which triggers the exclusion for concurrent authorisation of a second personal CGM system.
Let's double check.
Policy:
EXCLUSIONS:
X1. Concurrent authorisation of a second personal CGM system.
Request:
Other devices: The member holds an active, unexpired authorisation for personal CGM system A... does not ask to terminate the existing authorisation.
Therefore, X1 is met (as an exclusion).
Decision: deny
Criteria: ["X1"]
Rationale: The request is denied because the member currently holds an active authorisation for another personal CGM system, triggering the exclusion for concurrent authorisation.
Word count of rationale: 24 words.
Valid.
JSON format.
```json
{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied because the member currently holds an active authorisation for another personal CGM system, triggering the exclusion for concurrent authorisation."
}
```
Done.json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The request is denied because the member currently holds an active authorisation for another personal CGM system, triggering the exclusion for concurrent authorisation."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 854 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 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.
A4. Gestational diabetes requiring insulin.
B. MANAGEMENT:
B1. Member/caregiver trained or training 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 authorisation of a second personal CGM system.
X2. Professional CGM billed on same date of service.
DOCUMENTATION (pend if missing):
E1. Insulin regimen for A2.
E2. Glucose value/date for A3.
E3. Date of prescriber visit for B2.
Request details:
- Member: 31-year-old.
- Requested item: personal real-time CGM, system B, initial authorization.
- Diagnosis: Type 1 diabetes mellitus on an insulin pump. -> Meets A1.
- Training: completed 2026-05-19. -> Meets B1.
- Prescriber visit: endocrinology 2026-05-19, follow-up every 3 months. -> Meets B2.
- Other devices: Member holds an active, unexpired authorization for personal CGM system A (approved 2026-02-01 through 2027-01-31). Request does not ask to terminate existing authorization. -> Triggers Exclusion X1 (Concurrent authorisation of a second personal CGM system).
Decision: deny
Criteria: X1
Rationale: The member has an active, unexpired authorization for another personal CGM system, which triggers the exclusion for concurrent authorization of a second personal CGM system.
Let's check the keys required:
"decision": "deny"
"criteria": ["X1"]
"rationale": "The request is denied because the member currently holds an active authorization for another personal CGM system, meeting exclusion X1 for concurrent authorization." (under 40 words).
Word count of rationale: "The request is denied because the member currently holds an active authorization for another personal CGM system, meeting exclusion X1 for concurrent authorization." -> 24 words.
Let's double check A1, B1, B2.
A1: Type 1 diabetes mellitus. (Met)
B1: Training completed. (Met)
B2: Visit 2026-05-19, follow up every 3 months. (Met)
Exclusion X1: Concurrent authorisation of a second personal CGM system. (Met, meaning exclusion applies).
So decision is deny.
Criteria: ["X1"]
Rationale: "The member holds an active, unexpired authorization for a different personal CGM system, which triggers exclusion X1 prohibiting concurrent authorization of a second personal CGM system." (26 words).
Perfect.
JSON format:
```json
{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member holds an active, unexpired authorization for a different personal CGM system, which triggers exclusion X1 prohibiting concurrent authorization of a second personal CGM system."
}
```
No other text.
Done.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member holds an active, unexpired authorization for a different personal CGM system, which triggers exclusion X1 prohibiting concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 799 tokens
The task is to evaluate a prior authorization request for a personal real-time continuous glucose monitor (CGM) based on the provided 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 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 level 2 hypoglycemic event.
A4. Gestational diabetes requiring insulin.
B. MANAGEMENT:
B1. Member/caregiver trained or training 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, it's initial authorization).
EXCLUSIONS:
X1. Concurrent authorisation of a second personal CGM system.
X2. Professional CGM billed on same date of service.
DOCUMENTATION (pend if missing):
E1. Insulin regimen for A2.
E2. Glucose value and date for A3.
E3. Date of prescriber visit for B2.
Authorization Request:
- Member: 31yo
- Requested item: personal real-time CGM, system B, initial authorization.
- Diagnosis: Type 1 diabetes mellitus on an insulin pump. -> Meets A1.
- Training: completed 2026-05-19. -> Meets B1.
- Prescriber visit: endocrinology 2026-05-19, follow-up every 3 months. -> Meets B2.
- Other devices: Holds active, unexpired authorization for personal CGM system A (approved 2026-02-01 through 2027-01-31). Request states member prefers newer sensor and does not ask to terminate existing authorization. -> Triggers X1 (Concurrent authorisation of a second personal CGM system).
Decision: Deny.
Criteria not met / Exclusions applied: X1.
Rationale: The member currently holds an active authorization for another personal CGM system, which triggers the exclusion for concurrent authorization of a second personal CGM system.
Let's double check the criteria identifiers.
X1 is "Concurrent authorisation of a second personal CGM system."
The decision is "deny".
The criteria array should contain "X1".
Rationale: "The request is denied because the member has an active authorization for another personal CGM system, triggering the exclusion for concurrent personal CGM systems." (24 words).
Let's review the required JSON keys:
"decision": "deny"
"criteria": ["X1"]
"rationale": "The request is denied because the member holds an active authorization for another personal CGM system, triggering the exclusion for concurrent personal CGM authorizations."
Word count of rationale: 24 words. Under 40 words.
Check if A1, B1, B2 should be listed.
"For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met."
So only "X1".
Everything looks correct.
Decision: deny
Criteria: ["X1"]
Rationale: The member holds an active, unexpired authorization for another personal CGM system, which triggers the policy exclusion for concurrent authorization of a second personal CGM system.
Length: 27 words.
Perfect.
json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member holds an active, unexpired authorization for another personal CGM system, which triggers the policy exclusion for concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.3 · Z.ai2.5s · 508 out | 1.7s · 95 out | 2.7s · 637 out
Reasoning · 468 tokens
Let me analyze this case.
The request is for personal CGM system B, initial authorisation.
Diagnosis: Type 1 diabetes mellitus on an insulin pump → criterion A1 satisfied.
Management:
- B1: Training completed 2026-05-19 → satisfied.
- B2: Prescriber visit 2026-05-19 (recent) with follow-up every three months → satisfied.
But exclusions: X1 — Concurrent authorisation of a second personal CGM system. The member holds an active authorisation for personal CGM system A (approved 2026-02-01 through 2027-01-31, supplies paid through 2026-07). The request doesn't ask to terminate the existing authorisation. So this is a concurrent authorisation of a second personal CGM system → X1 applies.
So the decision is deny, based on exclusion X1.
Criteria for denial: list only the identifiers that were not met or the exclusions that applied. So just ["X1"].
Rationale: The member holds an active authorisation for another personal CGM system (A), and the request does not terminate it; concurrent authorisation of a second personal CGM system is excluded under X1.
Under 40 words.
Decision: "deny"
Criteria: ["X1"]
Rationale: something like: "X1 excludes concurrent authorisation of a second personal CGM system. The member's system A authorisation is active through 2027-01-31 and the request does not terminate it, preferring the newer sensor."
Word count check: "Exclusion X1 applies: the member holds an active authorisation for personal CGM system A through 2027-01-31, and this request does not terminate it, seeking a concurrent second personal CGM system." That's about 30 words. Good.
Note the dates: training completed 2026-05-19, prescriber visit 2026-05-19. The request presumably occurs around mid-2026. The visit is within the preceding 6 months presumably. Even so, the exclusion defeats the request — deny.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 bars concurrent authorisation of a second personal CGM system. The member's system A authorisation is active through 2027-01-31 and the request does not terminate it."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 29 tokens
X1 exclusion: concurrent authorisation of a second personal CGM system — active authorisation for system A. Deny, criterion X1.json{"decision": "deny", "criteria": ["X1"], "rationale": "The member holds an active authorisation for personal CGM system A through 2027-01-31, so approving system B would create a concurrent second personal CGM authorisation, which X1 excludes."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 552 tokens
Let me work through this prior authorisation task.
The request: personal real-time CGM, system B, initial authorisation.
Diagnosis: Type 1 diabetes mellitus on an insulin pump — satisfies A1.
Training: completed 2026-05-19 — satisfies B1.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months — satisfies B2 (visit within preceding 6 months, follow-up at least every 6 months).
But: the member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request is for a second personal CGM system while another authorisation is active. That's exclusion X1: Concurrent authorisation of a second personal CGM system.
So the decision is "deny" based on X1.
The exclusion applies affirmatively: the member has an active, concurrent authorisation for personal CGM system A, and this request asks to authorise a second personal CGM (system B) concurrently, without asking to terminate the existing one. The member "prefers the newer sensor" is not a reason to override an exclusion.
Criteria for a denial: list only the identifiers that were not met or the exclusions that applied. So criteria: ["X1"].
Rationale: one or two sentences under 40 words. Something like: "A1, B1, and B2 are met, but the member holds an active authorisation for personal CGM system A through 2027-01-31; authorising system B concurrently is excluded under X1."
Let me count words: "A1, B1, and B2 are met, but the member holds an active authorisation for personal CGM system A through 2027-01-31; authorising system B concurrently is excluded under X1." That's about 30 words. Good.
Decision: "deny". Criteria: ["X1"].
Check dates: training 2026-05-19, prescriber visit 2026-05-19. The policy is effective 2026-01-01. The request appears to be around 2026-05 or later. The prescriber visit within preceding 6 months — yes, presumably. Follow-up every three months — meets "at least every 6 months."
But the exclusion X1 defeats the request regardless. So deny with X1.
Output JSON only:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "..."
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Diagnosis, training, and prescriber follow-up requirements are met, but the member holds an active authorisation for personal CGM system A through 2027-01-31 with supplies paid through 2026-07. Authorising system B concurrently is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.8 Max · Alibaba16.4s · 655 out | 11.4s · 486 out | 16.8s · 666 out
Reasoning · 584 tokens
We need answer user's task. Need produce exactly one fenced JSON code block. Need analyze policy.
We have authorization request: personal real-time CGM system B initial authorization. Member type 1 diabetes on insulin pump. Training completed 2026-05-19. Prescriber visit endocrinology 2026-05-19, follow-up every three months. Other devices: active unexpired authorization for personal CGM system A approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request says prefers newer sensor and does not ask to terminate existing authorization.
Policy MP-402: APPROVE when A and B met.
A diagnosis one: A1 type 1 diabetes. Met.
B management both: B1 training completed/scheduled. Met. B2 visit within preceding 6 months and prescriber attests plan ongoing follow-up at least every 6 months. Visit 2026-05-19? Need date of request? Not explicitly given. Probably request date around? We only have dates. If visit 2026-05-19 and follow-up q3 months, met if request within 6 months. But maybe not needed because exclusion applies.
Exclusions: X1 concurrent authorization of a second personal CGM system. Member holds active unexpired auth for personal CGM system A. Request for system B initial, does not terminate existing. So concurrent authorization of second personal CGM system. That is exclusion X1. Denial. Criteria: for denial list only identifiers not met or exclusions applied. So ["X1"]? Do we also list A1/B? Instructions: For a denial, list only identifiers that were not met or exclusions that applied. Do not list criteria met. Exclusion applied: X1. If B2 maybe not missing. But decision deny due X1. Criteria array ["X1"]. Rationale under 40 words: Member already has active personal CGM authorization, and request seeks a second concurrent personal CGM without terminating existing authorization; exclusion X1 applies. Need mention maybe diagnosis and management otherwise? No need. Ensure JSON valid. decision exactly deny.
Need consider whether "concurrent authorisation of a second personal CGM system" means if they have active authorization, requesting another is excluded. Yes. Even if supply claims paid through 2026-07, active through 2027-01-31. Deny.
Potential nuance: Could pend? No, exclusion applies. Not applicable? No, policy governs personal real-time CGM. Deny.
Need final only fenced JSON. Ensure no extra.json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member already holds an active personal CGM authorization and requests a second concurrent personal CGM without terminating the existing authorization, so exclusion X1 applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 416 tokens
We need answer JSON only. Need analyze policy. Request: personal real-time CGM system B initial authorization. Member type 1 diabetes, insulin pump. Training completed. Visit 2026-05-19, follow-up q3 months. Other devices: active unexpired authorization for personal CGM system A approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request prefers newer sensor and does not ask terminate existing auth.
Policy MP-402: approve when A and B met. A diagnosis: A1 Type 1. B: B1 training, B2 visit within preceding 6 months and plan follow-up at least every 6 months. Assuming request date? Not given explicit current date? We have training/visit 2026-05-19. Supply claims paid through 2026-07 suggests request after July? But not necessary. Exclusions: X1 concurrent authorization of a second personal CGM system. X2 professional CGM same date. Here member holds active unexpired authorization for personal CGM system A, and requests system B initial. This is concurrent authorization of a second personal CGM system. Exclusion X1 applies, deny. Does not matter A/B met. Criteria for denial: only identifiers not met or exclusions applied. So ["X1"]? Should we include A/B? Instructions: For denial, list only identifiers that were not met or exclusions that applied. Do not list criteria met. Since exclusion applied, X1. Decision deny. Rationale under 40 words: Member has active authorization for another personal CGM system, so exclusion X1 applies despite diagnosis and management criteria. Need ensure concise. Maybe mention not asking terminate.
Could there be pend? No, exclusion affirmatively applies. Deny. Criteria X1. Need JSON exact keys. Ensure no extra. final fenced JSON only.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member already has an active authorization for personal CGM system A, so the request creates concurrent authorization of a second personal CGM system, which is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 593 tokens
We need answer JSON only. Need apply policy. User request in English, so analysis in English. Need decide prior authorization.
Policy MP-402: APPROVE when A and B met.
A diagnosis one: A1 T1DM. Request says Type 1 diabetes mellitus on insulin pump. Meets A1.
B management: B1 training completed 2026-05-19 yes. B2 prescriber visit endocrinology 2026-05-19, follow-up every three months. Need within preceding 6 months and attests plan ongoing follow-up at least every 6 months. Need know request/authorization date? Not given explicitly. Training/visit 2026-05-19. If request presumably around then? Could assume within 6 months? The record says prescriber visit date. It doesn't state current date. But maybe effective policy 2026-01-01 and auth active through 2027, supply claims paid through 2026-07. Request maybe after July? Hmm. Need focus exclusions.
Exclusions: X1 Concurrent authorisation of a second personal CGM system. Member holds active unexpired authorization for personal CGM system A approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Requested system B initial authorization. Does not ask to terminate existing authorization. Thus concurrent authorization of second personal CGM system applies. Denial based on exclusion X1.
Decision deny. Criteria: only identifiers not met/exclusions applied: X1. Should we also mention A1/B? For denial list only identifiers not met or exclusions applied. So ["X1"]. Rationale under 40 words: Member already has active authorization for another personal CGM system and does not request termination; exclusion X1 bars concurrent second personal CGM despite diagnosis/training. Need under 40 words. Count: "Member"1 "already"2 "has"3 "active"4 "authorization"5 "for"6 "another"7 "personal"8 "CGM"9 "system"10 "and"11 "does"12 "not"13 "request"14 "termination;"15 "exclusion"16 "X1"17 "bars"18 "concurrent"19 "authorization"20 "of"21 "a"22 "second"23 "system."24 Good.
Need ensure no other issues. Could there be pend for B2 date? No because exclusion defeats. For denial, list exclusion only. If exclusion applies, no need evaluate documentation. decision deny. JSON exact.json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "The member already holds an active personal CGM authorization and does not request its termination, so exclusion X1 bars concurrent authorization of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Terra · OpenAI1.1s · 45 out | 1.3s · 49 out | 1.1s · 47 out
json{"decision":"deny","criteria":["X1"],"rationale":"The member has an active, unexpired authorization for a second personal CGM system. Concurrent authorization is excluded."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"deny","criteria":["X1"],"rationale":"The member has an active, unexpired authorization for another personal CGM system, and the request does not indicate replacement or termination."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"deny","criteria":["X1"],"rationale":"The member has an active, unexpired authorisation for another personal CGM system, so concurrent authorisation is excluded."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GLM-5.3 Flash · Z.ai4.6s · 488 out | 11.8s · 599 out | 21.6s · 789 out
Reasoning · 410 tokens
Let me work through this case.
Policy MP-402, personal real-time CGM.
Request: personal real-time CGM, system B, initial authorisation.
A. Diagnosis: A1 Type 1 diabetes mellitus — met. The member has T1DM on an insulin pump. Note A2 also could apply (T2DM on insulin)? No, member has T1DM, so A1 is the branch. Initial authorisation, so R1 (continuation) not relevant.
B. Management: B1 training completed 2026-05-19 — met. B2 prescriber visit 2026-05-19 within preceding 6 months, attests to follow-up every 3 months (at least every 6 months) — met.
So A and B are met → would approve, except exclusions.
Exclusion X1: Concurrent authorisation of a second personal CGM system. The member holds an active, unexpired authorisation for personal CGM system A (approved 2026-02-01 through 2027-01-31), with supply claims paid through 2026-07. The request does not ask to terminate the existing authorisation. So this is a second personal CGM system concurrently authorised → exclusion X1 applies.
Per the decision rules: "deny" — a requirement is affirmatively not met, or an exclusion applies. X1 applies → deny.
Criteria for denial: list only the identifiers that were not met or the exclusions that applied. So criteria = ["X1"].
Rationale: under 40 words, one or two sentences. Something like: "Criteria A1, B1, and B2 are satisfied, but exclusion X1 applies: the member holds an active authorisation for personal CGM system A through 2027-01-31 and the request does not seek its termination."
Count words: roughly 35. Fine.
Decision: "deny".
Output JSON only, one fenced code block.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Diagnosis A1 and management B1/B2 are satisfied on the record, but exclusion X1 applies: the member holds an active authorisation for personal CGM system A through 2027-01-31 and the request does not seek its termination."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 510 tokens
Let me work through this case.
Policy MP-402, personal real-time CGM.
Diagnosis: Type 1 diabetes mellitus — A1 satisfied.
Management: B1 — training completed 2026-05-19. B2 — prescriber visit 2026-05-19 with follow-up every three months, which satisfies at least every 6 months. So B1 and B2 satisfied.
But the exclusion: X1 — concurrent authorisation of a second personal CGM system. The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request does not ask to terminate the existing authorisation. So a second personal CGM system would be concurrently authorised — X1 applies.
Decision: deny. Exclusion applies.
Criteria: for a denial, list only the identifiers that were not met or the exclusions that applied. So criteria = ["X1"].
Rationale: under 40 words. Something like: "A1, B1, B2 are satisfied, but the member holds an active authorisation for personal CGM system A through 2027-01-31 and this request does not terminate it; authorising system B concurrently triggers exclusion X1."
That's about 40 words. Let me count: "A1, B1, B2 are satisfied, but the member holds an active authorisation for personal CGM system A through 2027-01-31 and this request does not terminate it; authorising system B concurrently triggers exclusion X1." Count: A1(1) B1(2) B2(3) are(4) satisfied(5) but(6) the(7) member(8) holds(9) an(10) active(11) authorisation(12) for(13) personal(14) CGM(15) system(16) A(17) through(18) 2027-01-31(19) and(20) this(21) request(22) does(23) not(24) terminate(25) it(26) authorising(27) system(28) B(29) concurrently(30) triggers(31) exclusion(32) X1(33). 33 words, fine.
Output format: exactly one fenced JSON code block with keys decision, criteria, rationale.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "A1, B1, and B2 are satisfied, but the member's authorisation for personal CGM system A remains active through 2027-01-31 and this request does not terminate it, so approving system B would concurrently authorise a second personal CGM under exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 704 tokens
Let me work through this case.
Policy MP-402 — personal real-time CGM.
APPROVE when A and B are met.
A. DIAGNOSIS — A1. Type 1 diabetes mellitus. The member has Type 1 diabetes, so A1 is met.
B. MANAGEMENT — both B1 and B2:
- B1: Training completed 2026-05-19 — met.
- B2: Prescriber visit endocrinology 2026-05-19, within preceding 6 months (assuming request date is after 2026-05-19; policy effective 2026-01-01, training completed 2026-05-19, supply claims paid through 2026-07, so request is presumably mid-2026). Follow-up every three months — attests to plan for ongoing follow-up at least every 6 months. Met.
But — EXCLUSIONS:
- X1. Concurrent authorisation of a second personal CGM system. The member holds an active, unexpired authorisation for personal CGM system A through 2027-01-31, with supply claims paid through 2026-07. The request is for system B, initial authorisation, and does not ask to terminate the existing authorisation. So this is a concurrent second personal CGM system authorisation. Exclusion X1 applies.
So this is a denial — an exclusion applies.
Per the output contract:
- decision: "deny"
- criteria: only the identifiers that were not met or exclusions that applied. So just "X1". Do not list criteria that were met.
- rationale: one or two sentences, under 40 words.
Rationale: "Exclusion X1 applies: the member holds an active, unexpired authorisation for personal CGM system A (through 2027-01-31) and the request for system B does not terminate it, constituting concurrent authorisation of a second personal CGM system."
That's about 40 words. Let me count: "Exclusion X1 applies: the member holds an active, unexpired authorisation for personal CGM system A (through 2027-01-31) and the request for system B does not terminate it, constituting concurrent authorisation of a second personal CGM system." — Counting: Exclusion(1) X1(2) applies(3) the(4) member(5) holds(6) an(7) active(8) unexpired(9) authorisation(10) for(11) personal(12) CGM(13) system(14) A(15) through(16) 2027-01-31(17) and(18) the(19) request(20) for(21) system(22) B(23) does(24) not(25) terminate(26) it(27) constituting(28) concurrent(29) authorisation(30) of(31) a(32) second(33) personal(34) CGM(35) system(36). 36 words. Under 40. Good.
Note "continue" vs "initial" — the request is an initial authorisation for system B, but the member already has an active one, so concurrent authorisation. X1 applies.
Output format: exactly one fenced JSON code block with keys decision, criteria, rationale.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: the member holds an active, unexpired authorisation for personal CGM system A through 2027-01-31, and this request for system B does not terminate it, so concurrent authorisation of a second personal CGM system is sought."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Hunyuan 4 · Tencent106.1s · 6,203 out | 73.7s · 4,001 out | 83.7s · 4,390 out
Reasoning · 6,126 tokens
We need answer JSON only. Need apply policy MP-402 to authorization request. Need decide decision, criteria, rationale.
We have a medical policy MP-402 for Continuous Glucose Monitoring (Personal, real-time). Effective 2026-01-01.
Approve when A and B met.
A. Diagnosis one of:
A1 Type 1 diabetes mellitus.
A2 Type 2 treated with any insulin regimen.
A3 Type 2 not insulin, with documented level 2 hypo <54 in preceding 12 months.
A4 Gestational diabetes requiring insulin.
B. Management both:
B1 member/caregiver trained on device use, or training scheduled.
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.
Continuation after initial 12 months requires evidence device use on at least 70% days over preceding 90 days (R1). Exclusions:
X1 Concurrent authorisation of a second personal CGM system.
X2 Professional (clinic-owned, blinded) 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 prescriber visit relied on for B2.
Task: Request: Member 31-year-old. Requested item: personal real-time continuous glucose monitor, system B, initial authorisation. Diagnosis: Type 1 diabetes mellitus on an insulin pump. Training: completed 2026-05-19. Prescriber visit: endocrinology 2026-05-19, follow-up every three months. Other devices: The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states member "prefers the newer sensor" and does not ask to terminate existing authorisation.
We need apply policy as written.
Requested item: personal real-time CGM system B, initial authorisation. Diagnosis: Type 1 diabetes mellitus. On insulin pump. That meets A? A1 Type 1 diabetes mellitus. It doesn't specify any requirement of insulin? A1 is Type 1 diabetes mellitus. The record says Type 1 DM on insulin pump. That satisfies A1. Wait A1 is simply diagnosis. So A satisfied via A1. (Note: It says "Type 1 diabetes mellitus on an insulin pump". A1 says Type 1 diabetes mellitus. Yes meets A1.)
B1: Training completed 2026-05-19. B1 says member or caregiver has been trained on device use, or training is scheduled. Completed training satisfies B1. Need consider: training on device use for system B? It says "Training: completed 2026-05-19." Likely trained on device use. We'll accept.
B2: Prescriber visit: endocrinology 2026-05-19, follow-up every three months. B2 requires member 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. The visit date 2026-05-19. But what is the date of the authorisation request? Not explicitly given. Hmm. The policy effective 2026-01-01. The request maybe? Need determine "within preceding 6 months". The record gives training 2026-05-19 and prescriber visit 2026-05-19. We need to know request date to compute preceding 6 months. The request doesn't state date? The authorization request? In prompt: "AUTHORISATION REQUEST" then details. No request date. Maybe we infer from training and visit date? The follow-up every three months, approved system A through 2027-01-31, supply claims paid through 2026-07. Could the current date be around? Wait "requested item: ... initial authorisation." The member holds active authorisation for system A approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states prefers newer sensor and does not ask to terminate existing authorisation.
This is critical: Exclusion X1: Concurrent authorisation of a second personal CGM system. The request is for personal CGM system B, initial authorisation. The member holds an active, unexpired authorisation for personal CGM system A (approved 2026-02-01 through 2027-01-31). The request does not ask to terminate existing authorisation. Therefore this request would result in concurrent authorisation of a second personal CGM system (system B along with system A). X1 exclusion applies: Concurrent authorisation of a second personal CGM system. Exclusion means deny. So decision = deny. Criteria: list only identifiers not met or exclusions applied. So list ["X1"]. Do we also need to consider A or B? Since exclusion applies, it's a denial. The policy says APPROVE when A and B are met. But EXCLUSIONS: X1, X2. If an exclusion applies, deny. The request is otherwise approvable? Let's check A and B, but exclusion defeats. For denial, list only identifiers that were not met or exclusions that applied. Do we list X1 only. Should we also list any unmet criterion? The policy does not have a criterion that says must not have concurrent auth; exclusion X1 is the applicable identifier. So criteria array: ["X1"].
Need ensure decision is deny because record affirmatively shows an active authorisation for another personal CGM system, and request does not terminate it. That is a concurrent authorisation of a second personal CGM system. X1 says "Concurrent authorisation of a second personal CGM system." System A is a personal CGM system (it says "personal CGM system A"). System B requested is personal real-time CGM system B. The member holds active unexpired auth for system A. Requesting initial auth for system B without terminating system A would be a concurrent authorisation of a second personal CGM system. Therefore X1 applies. Deny.
But wait: Could it be "not_applicable" because the policy governs personal real-time CGM, yes requested item is personal real-time CGM system B. Policy governs. Not not_applicable.
Could it be "pend"? Documentation pend items: E1, E2, E3. Are any missing? Let's see: A1 satisfied by diagnosis Type 1. No need insulin regimen E1 (that's for A2). A3 not used. B2: need date of prescriber visit relied on for B2. The record gives "Prescriber visit: endocrinology 2026-05-19". It provides a date. But documentation E3 says pend where record lacks the date of the prescriber visit relied on for B2. The record includes the date 2026-05-19. So E3 not missing. However, does the record show the visit was "within the preceding 6 months"? We don't have request date. If request date is after 2026-11-19? Wait 6 months preceding: if visit 2026-05-19, then within preceding 6 months means request date between 2026-05-19 and 2026-11-19? Actually preceding 6 months from request date: the visit must have occurred no more than 6 months before request. If request date is unknown, can we assess? But we may not need because exclusion X1 denies regardless. But let's examine if A and B are otherwise approvable. The request doesn't state request date. Maybe the current date is inferred? The approved auth for system A is through 2027-01-31, supply claims paid through 2026-07. The training and visit are 2026-05-19. The request maybe submitted sometime after supply claims paid through 2026-07? Actually "with supply claims paid through 2026-07" means claims for supplies paid up to July 2026. That suggests the request is perhaps after June/July 2026. If request date is in 2026, say maybe July 2026 or later, then visit 2026-05-19 is within 6 months (by November). So B2 likely met. Also follow-up every three months is at least every 6 months, so attests to plan for ongoing follow-up at least every 6 months. Yes "follow-up every three months" satisfies at least every 6 months.
But since X1 exclusion, decision is deny. Need criteria: ["X1"].
Rationale: one or two sentences, under 40 words. Need state member has active authorisation for personal CGM system A and request for system B without termination constitutes concurrent authorisation of a second personal CGM system, excluded by X1. Let's craft under 40 words.
Need check word count. Example: "Diagnosis and management criteria are met, but the member holds an active authorisation for personal CGM system A and does not terminate it. Requesting system B would create a concurrent second personal CGM authorisation, excluded under X1." Count: Diagnosis(1) and(2) management(3) criteria(4) are(5) met,(6) but(7) the(8) member(9) holds(10) an(11) active(12) authorisation(13) for(14) personal(15) CGM(16) system(17) A(18) and(19) does(20) not(21) terminate(22) it.(23) Requesting(24) system(25) B(26) would(27) create(28) a(29) concurrent(30) second(31) personal(32) CGM(33) authorisation,(34) excluded(35) under(36) X1.(37) 37 words. Good. Another sentence? It's two sentences? Actually first sentence ends with "terminate it." Second "Requesting...X1." That's two sentences. Under 40 words. Good.
Need verify if there is any nuance: The request is for "initial authorisation" of system B. It says training completed 2026-05-19, prescriber visit 2026-05-19. The request states prefers newer sensor and does not ask to terminate existing authorisation. Exclusion X1: "Concurrent authorisation of a second personal CGM system." The member already has auth for system A. If they get system B, they'd have two personal CGM systems authorized concurrently. Since the request doesn't ask to terminate system A, it's concurrent. Thus deny.
Could the decision be "pend" because we need documentation that system A is terminated? But the record says "does not ask to terminate the existing authorisation." That's an affirmative fact: request does not ask to terminate. The exclusion applies because authorising system B while system A remains active is concurrent. There's no missing documentation; the record affirmatively shows non-termination. The policy doesn't have a documentation item for termination; it has an exclusion. So deny, not pend. The pend items E1-E3 are not missing: for A1 no E1; B2 date present; A3 not used. So no pend.
Could there be a requirement to cite A1 and B1 and B2? The instructions: For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met. So only ["X1"].
Need ensure identifiers written exactly as policy: X1. Yes.
Now, output exactly one fenced JSON code block and nothing else. The JSON object keys: "decision", "criteria", "rationale". decision string exactly one of "approve", "deny", "pend", "not_applicable". Use "deny". criteria array of strings. rationale string.
Let's construct:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Diagnosis and management criteria are met, but the member holds an active authorisation for personal CGM system A and does not terminate it. Requesting system B would create a concurrent second personal CGM authorisation, excluded under X1."
}
```
Check rationale word count: Let's recount carefully to ensure under 40. Words separated by spaces/punctuation:
"Diagnosis" 1
"and" 2
"management" 3
"criteria" 4
"are" 5
"met," 6 (met, counts as word met)
"but" 7
"the" 8
"member" 9
"holds" 10
"an" 11
"active" 12
"authorisation" 13
"for" 14
"personal" 15
"CGM" 16
"system" 17
"A" 18
"and" 19
"does" 20
"not" 21
"terminate" 22
"it." 23 (it)
"Requesting" 24
"system" 25
"B" 26
"would" 27
"create" 28
"a" 29
"concurrent" 30
"second" 31
"personal" 32
"CGM" 33
"authorisation," 34 (authorisation)
"excluded" 35
"under" 36
"X1." 37 (X1)
37 words. Good. It's two sentences. Under 40 words.
Wait, "Diagnosis and management criteria are met" - is that accurate? Let's verify B2 requires prescriber attests to plan for ongoing follow-up at least every 6 months. Record: "follow-up every three months." That is more frequent, so at least every 6 months satisfied. Also visit within preceding 6 months: date 2026-05-19. If request date is maybe? We don't know request date. But for denial we don't need to assert they are met? The rationale says diagnosis and management criteria are met. If actually B2 date might not be within 6 months because request date unknown, would that be a false statement? Let's examine if the record is silent on request date. The task says: "Prescriber visit: endocrinology 2026-05-19, follow-up every three months." The policy's B2 requires visit within preceding 6 months. Without a request date, can we confirm it's within 6 months? However, the other devices info: system A approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. This suggests current date is after 2026-07? Actually supply claims paid through 2026-07 means claims have been paid for supplies up to and including July 2026. The request for system B likely occurs after those claims? The "Other devices" says member holds active unexpired auth for system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states prefers newer sensor. It doesn't ask to terminate. If the current date were, say, 2026-08-01, then visit 2026-05-19 is within 6 months (by 2026-11-19). If current date is 2027-02-01, then system A would be expired? It says active, unexpired authorisation through 2027-01-31. So current date must be before 2027-02-01. If current date is December 2026, visit in May 2026 is more than 6 months prior? Actually December 2026 minus 6 months = June 2026. So a May 19, 2026 visit would be slightly more than 6 months before December 2026 (6 months and ~2 weeks). That would fail B2's 6-month window if request date is after 2026-11-19. But system A auth is active through 2027-01-31, so request could be up to 2027-01-31. If request date is 2027-01-31, visit 2026-05-19 is over 8 months prior, failing B2. However, the request is for system B initial authorisation; supply claims for system A paid through 2026-07. The training and visit both 2026-05-19. There's no explicit request date. The policy DOCUMENTATION says pend where otherwise approvable but record lacks E3: the date of the prescriber visit relied on for B2. It doesn't say pend for lacking request date. The request includes visit date; whether it's within 6 months depends on request date. Since request date is not given, but the harness says dates are ISO 8601. Maybe the request date is implied by context? Let's read prompt: "AUTHORISATION REQUEST
Member: 31-year-old.
Requested item: personal real-time continuous glucose monitor, system B, initial
authorisation.
Diagnosis: Type 1 diabetes mellitus on an insulin pump.
Training: completed 2026-05-19.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months.
Other devices: The member holds an active, unexpired authorisation for personal
CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid
through 2026-07. The request states the member "prefers the newer sensor" and
does not ask to terminate the existing authorisation."
No request date. The policy effective 2026-01-01. Training and visit 2026-05-19. System A approved 2026-02-01 through 2027-01-31. Supply claims paid through 2026-07. The request is presumably being reviewed at some date. Since training and visit are 2026-05-19, likely the request is around that time? Maybe the authorisation request is for an initial auth; training completed on 2026-05-19, visit same date. Maybe the request date is on or after 2026-05-19. The "supply claims paid through 2026-07" for system A means as of the time of request, supplies have been paid through July 2026. That suggests the request date is after July 2026? Wait, "paid through 2026-07" means the most recent paid supply claim is for July 2026. So the request is likely in or after August 2026. If request date is August 2026, visit in May 2026 is within 6 months (by November). So B2 is met. If request in early 2027, visit more than 6 months. But system A is active through 2027-01-31; request could be December 2026 or January 2027. Yet supply claims paid through 2026-07; if request were January 2027, claims paid through July 2026 (6 months ago) is plausible; they just haven't had supplies paid recently? But they hold active auth. However, the prompt doesn't specify request date, but the exclusion X1 is dispositive; we don't need to resolve B2 timing. But our rationale says "Diagnosis and management criteria are met". If we aren't 100% sure management criteria are met due to missing request date, is that a problem? The instruction says rationale one or two sentences; scoring is mechanical on fields? It says rationale string—one or two sentences, under 40 words. The grader compares fields against gold answer. The rationale is probably not strictly scored word-for-word? Actually "A grader parses the JSON block and compares fields against a gold answer." For prose fields, maybe exact match or semantic? We don't know. But we should be accurate. Since exclusion applies, the decision is deny regardless. Could we write rationale that doesn't claim management criteria are met? Let's craft: "The request is for a second personal CGM system (system B) while the member holds an active, unexpired authorisation for system A and does not terminate it. This is a concurrent authorisation of a second personal CGM system, excluded under X1." Count words: The(1) request(2) is(3) for(4) a(5) second(6) personal(7) CGM(8) system(9) (system(10) B)(11) while(12) the(13) member(14) holds(15) an(16) active,(17) unexpired(18) authorisation(19) for(20) system(21) A(22) and(23) does(24) not(25) terminate(26) it.(27) This(28) is(29) a(30) concurrent(31) second(32) personal(33) CGM(34) authorisation,(35) excluded(36) under(37) X1.(38) That's 38 words. One sentence? Actually two sentences: first ends "it." second "This is...". 38 words. It avoids claiming A and B met. But is it okay to not mention A/B? The rationale just needs to explain decision. The decision is deny due to X1. We can simply state exclusion. Maybe better: "Requesting personal CGM system B while an active authorisation for personal CGM system A remains in force and is not terminated constitutes concurrent authorisation of a second personal CGM system, excluded under X1." Let's count: Requesting(1) personal(2) CGM(3) system(4) B(5) while(6) an(7) active(8) authorisation(9) for(10) personal(11) CGM(12) system(13) A(14) remains(15) in(16) force(17) and(18) is(19) not(20) terminated(21) constitutes(22) concurrent(23) second(24) personal(25) CGM(26) authorisation,(27) excluded(28) under(29) X1.(30) One sentence, 30 words. That's crisp and accurate. Does it say "second personal CGM system"? Yes. It doesn't mention diagnosis/management. That's fine.
Wait, need ensure "second personal CGM system": The member already has system A (first), requesting system B (second). Yes.
But check: X1 says "Concurrent authorisation of a second personal CGM system." It doesn't say "while another remains in force"? Concurrent authorisation means at the same time. Since system A auth is active and unexpired, and system B would be authorised, that's concurrent. The request does not ask to terminate, so system A remains. Yes.
Now check if any pend documentation missing that would cause pend instead of deny? The policy says "DOCUMENTATION — pend where otherwise approvable but the record lacks: E1... E2... E3..." Here, record is not otherwise approvable because exclusion applies. So no pend. The record is not silent on X1; it affirmatively shows active auth for system A and no termination. This is an exclusion, not a documentation item. So deny.
Could the decision be "not_applicable" because the request is for "system B" and policy says "personal real-time continuous glucose monitor" maybe system B is not a CGM? No, requested item: personal real-time continuous glucose monitor, system B. So policy governs. Not not_applicable.
Let's double-check approval criteria: A1 Type 1 diabetes mellitus. Diagnosis: Type 1 diabetes mellitus on an insulin pump. Yes.
B1 Training completed 2026-05-19. B1 says trained on device use, or training scheduled. Completed training on device use. Yes.
B2 Prescriber visit endocrinology 2026-05-19, follow-up every three months. Requires visit wijson{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Requesting personal CGM system B while an active authorisation for personal CGM system A remains in force and is not terminated constitutes concurrent authorisation of a second personal CGM system, excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 3,914 tokens
We need answer JSON only. Need apply policy MP-402.
We have authorization request: personal real-time CGM, system B, initial authorisation. Requested item: personal real-time continuous glucose monitor, system B, initial authorisation.
Diagnosis: Type 1 diabetes mellitus on insulin pump. So diagnosis A1 satisfied. Management: Training completed 2026-05-19 (B1 satisfied). Prescriber visit endocrinology 2026-05-19, follow-up every three months. B2 requires member had 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. Date 2026-05-19; but we need know request date? Not explicitly given. We need infer date? The training date and prescriber visit 2026-05-19. Supply claims paid through 2026-07 for existing auth. Request states prefers newer sensor and does not ask to terminate existing authorisation. Exclusions: X1. Concurrent authorisation of a second personal CGM system. It says member holds active unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request is for system B initial authorisation. Does it ask to terminate existing? No. This is concurrent authorisation of a second personal CGM system? Let's parse.
Definition: "X1. Concurrent authorisation of a second personal CGM system." Means if the member already has an active authorisation for a personal CGM system, and this request is for another personal CGM system, that's excluded unless maybe the existing is terminated? The request does not ask to terminate. Therefore X1 applies. Decision: deny. Criteria for denial: list only identifiers not met or exclusions applied. X1. Is any other not met? Need consider documentation pend vs denial. If X1 exclusion applies, it's an affirmative exclusion, deny. We do not need list A1, B1, B2. But need ensure B2 maybe? Let's check possible date issue. We don't know request date. The prescriber visit within preceding 6 months: if request date is after 2026-11-19? Actually visit 2026-05-19 within preceding 6 months means request date before 2026-11-19. But supply claims paid through 2026-07 suggests as of around July 2026? There's no request date. But that's okay—B2 likely met with visit 2026-05-19 and follow-up every three months (at least every 6 months satisfied). Also the "other devices" info: active unexpired authorisation for personal CGM system A. Request for system B initial authorisation. Does that mean concurrent authorisation of a second personal CGM system? System A and System B are two different personal CGM systems. The policy says "Concurrent authorisation of a second personal CGM system." It doesn't say if the existing is same system? It says second personal CGM system. If system A is one personal CGM, system B is another personal CGM. The member has active auth for personal CGM system A. They request system B. That is a second personal CGM system. Exclusion X1. The request does not ask to terminate existing auth. So deny.
Now check if the policy says "Concurrent authorisation of a second personal CGM system." Could there be nuance: system B is a different system, perhaps upgrade? It states member prefers newer sensor and does not ask to terminate existing authorisation. So concurrent authorisation of a second personal CGM system is excluded. Denial.
Criteria to list: ["X1"]. Only X1. Do we include R1? Continuation after initial 12 months requires R1. This is initial authorisation, so R1 not relevant. Exclusions are X1, X2. X2 is professional CGM billed same DOS, not relevant (not requested). So only X1.
Rationale: under 40 words, one or two sentences. Example: "Denied under X1: the member already holds an active authorisation for a second personal CGM system (system A) through 2027-01-31, and the request for system B does not terminate it. All other criteria are met." Need under 40 words. Count: Denied under X1: the member already holds an active authorisation for a second personal CGM system (system A) through 2027-01-31, and the request for system B does not terminate it. All other criteria are met. Let's count words: Denied(1) under(2) X1:(3) the(4) member(5) already(6) holds(7) an(8) active(9) authorisation(10) for(11) a(12) second(13) personal(14) CGM(15) system(16) (system(17) A)(18) through(19) 2027-01-31,(20) and(21) the(22) request(23) for(24) system(25) B(26) does(27) not(28) terminate(29) it.(30) All(31) other(32) criteria(33) are(34) met.(35) 35 words. Good. But maybe "second personal CGM system" is wrong: the member has one system A, requested system B is second. Maybe say "a second personal CGM system (system B) while system A remains authorised"? Let's phrase: "Denied under X1: an active authorisation for personal CGM system A remains in effect through 2027-01-31, and this request for system B does not terminate it, so a second personal CGM system would be concurrently authorised." Count: Denied1 under2 X1:3 an4 active5 authorisation6 for7 personal8 CGM9 system10 A11 remains12 in13 effect14 through15 2027-01-31,16 and17 this18 request19 for20 system21 B22 does23 not24 terminate25 it,26 so27 a28 second29 personal30 CGM31 system32 would33 be34 concurrently35 authorised.36. 36 words. Under 40. Good.
But wait: The task says "Concurrent authorisation of a second personal CGM system." Does "system A" vs "system B" necessarily a "second personal CGM system"? It is a second personal CGM system indeed, because the member already has one personal CGM system authorised. If the policy intended to exclude only duplicate authorisations of the same system? It says second personal CGM system, not "same". So yes.
However, let's consider alternative: Could this be "not_applicable" because it's initial authorisation for system B while system A auth active? No, policy governs personal real-time CGM. It is applicable. Could it be "pend" because maybe need documentation of termination? No, X1 is exclusion if concurrent. The record affirmatively shows active authorisation for another personal CGM and no termination requested. That's affirmative exclusion -> deny.
Need ensure output JSON: keys decision, criteria, rationale. decision string exactly "deny". criteria array of strings: ["X1"]. rationale string one or two sentences, under 40 words.
Potential issue: Should criteria include "X1" only? The instruction: "For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met." X1 is an exclusion that applied. So yes. Should we also list B2? No, B2 met. A1 met. B1 met. R1 not applicable for initial. X2 not applicable. So only X1.
But let's double-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 prescriber visit was 2026-05-19. Follow-up every three months attests to plan for ongoing follow-up at least every 6 months (every 3 months is more frequent than every 6, so satisfies at least every 6 months). We don't know request date, but training and visit occurred 2026-05-19. Supply claims paid through 2026-07. Request likely around mid-2026, so within 6 months. Even if request date unknown, the policy documentation section doesn't list B2 date as pend. Actually documentation E3: "The date of the prescriber visit relied on for B2." The record gives date 2026-05-19. So no pend. Wait E3 says pend where record lacks the date of the prescriber visit relied on for B2. Here date is present, so no pend. B2 is satisfied if visit within preceding 6 months. Could we need request date to determine within 6 months? The record doesn't state request date. Is that a problem? In prior auth, there is no request date given. Usually the authorisation request date is implicit? The prompt doesn't give a request date. But the policy says "within the preceding 6 months" relative to the request? We don't have request date. However, the training completed 2026-05-19 and prescriber visit 2026-05-19. If the request is being reviewed now (maybe 2026?), the date of visit is given. Without request date, can we say B2 is met? Maybe we assume request is around the time of the record? The harness often gives dates and expects relative timing based on a request date that might be implicit from context? Let's examine: "Training: completed 2026-05-19. Prescriber visit: endocrinology 2026-05-19, follow-up every three months." "supply claims paid through 2026-07." That suggests as of the request, claims paid through July 2026. The request may be dated before 2026-11-19 to be within 6 months. If request date is after 2026-11-19, the visit would be >6 months prior. But supply claims paid through 2026-07 indicates data through July, so request likely in 2026 before or around July/August. The visit in May is within 6 months of any request date up to Nov 19. So B2 timeframe is okay. Also the active auth approved 2026-02-01 through 2027-01-31. So request likely between Feb and Jan. The visit May 19 is within 6 months of May? Actually if request date was, say, 2026-08-01, visit 2.5 months prior. Good. So B2 okay.
Could there be an issue with A1? Type 1 diabetes mellitus on an insulin pump. A1 is Type 1 diabetes mellitus. Satisfied. Insulin pump is an insulin regimen? Not needed for A1. Good.
Could there be documentation pend for E1? E1 is insulin regimen relied on for A2. Not needed because A1 is used. E2 for A3 not needed. E3 date of prescriber visit for B2 is present. So no pend.
Thus deny due to X1. Rationale: Must be one or two sentences, under 40 words. Let's draft concise:
"Denied under X1: the member retains an active authorisation for personal CGM system A through 2027-01-31, and this request for system B does not terminate it, so a second personal CGM system would be concurrently authorised."
Count words: Denied1 under2 X1:3 the4 member5 retains6 an7 active8 authorisation9 for10 personal11 CGM12 system13 A14 through15 2027-01-31,16 and17 this18 request19 for20 system21 B22 does23 not24 terminate25 it,26 so27 a28 second29 personal30 CGM31 system32 would33 be34 concurrently35 authorised.36. Good. Under 40. It explains exclusion. Does it say all other criteria met? Not needed, but okay. Maybe add "All approval criteria are otherwise met." Let's count adding that: previous 36 + All37 approval38 criteria39 are40 otherwise41 met.42 -> over 40. So don't add.
Could we make it one sentence: "Denied under X1: an active authorisation for personal CGM system A remains in effect through 2027-01-31, and this request for system B does not terminate it, resulting in concurrent authorisation of a second personal CGM system." Count: Denied1 under2 X1:3 an4 active5 authorisation6 for7 personal8 CGM9 system10 A11 remains12 in13 effect14 through15 2027-01-31,16 and17 this18 request19 for20 system21 B22 does23 not24 terminate25 it,26 resulting27 in28 concurrent29 authorisation30 of31 a32 second33 personal34 CGM35 system.36. Good. Under 40.
Rationale under 40 words. The instruction says string — one or two sentences, under 40 words. Our sentence has no period? We should include period. Words count maybe "2027-01-31," counts as word? Usually punctuation attaches. We can keep. It's fine.
Need output exactly one fenced JSON code block and nothing else. Ensure JSON valid. Use null? Not needed. criteria array: ["X1"].
Let's verify decision: "deny". Good.
Potential nuance: Does X1 say "Concurrent authorisation of a second personal CGM system." Could the request for system B to replace system A be considered a "second" if termination not requested? Yes. If they requested to terminate, maybe it's not concurrent. They didn't. So concurrent.
But what if the policy's exclusion X1 is about "Concurrent authorisation of a second personal CGM system" meaning the plan will not authorize two systems at the same time; to get system B approved, they should terminate A. Since request does not ask to terminate, it's concurrent. Deny. Good.
Could there be an alternative decision "pend" because documentation missing? Let's see: The record lacks maybe "prescriber attests to a plan for ongoing follow-up"? It says "follow-up every three months." Is that the prescriber attesting? Yes, the prescriber visit note says follow-up every three months. So attestation present.
What about B2: "in-person or telehealth visit with the prescriber within the preceding 6 months". We know visit was endocrinology 2026-05-19. Is endocrinology visit with the prescriber? It says "Prescriber visit: endocrinology 2026-05-19". That implies the visit was with prescriber (endocrinologist). Yes.
What about training B1: "member or caregiver has been trained on device use, or training is scheduled." Training completed 2026-05-19. Satisfied.
What about date relative to policy effective 2026-01-01. All dates in 2026, okay.
Result JSON:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Denied under X1: an active authorisation for personal CGM system A remains in effect through 2027-01-31, and this request for system B does not terminate it, resulting in concurrent authorisation of a second personal CGM system."
}
```
Check rationale under 40 words. Let's count precisely with 2027-01-31 as one word? Denied(1) under(2) X1:(3) an(4) active(5) authorisation(6) for(7) personal(8) CGM(9) system(10) A(11) remains(12) in(13) effect(14) through(15) 2027-01-31,(16) and(17) this(18) request(19) for(20) system(21) B(22) does(23) not(24) terminate(25) it,(26) resulting(27) in(28) concurrent(29) authorisation(30) of(31) a(32) second(33) personal(34) CGM(35) system.(36) Yes 36. Good.
One more check: The policy says "Concurrent authorisation of a second personal CGM system." The word "second" may imply numbering: if member has system A authorised, requesting system B is a second personal CGM system. Yes.
Is there any chance the decision should be "not_applicable" because the request is for "system B" and the policy is for "personal real-time CGM" and system B might be a professional CGM? No, request says "personal real-time continuous glucose monitor, system B". So policy governs.
Could X2 apply? No professional CGM billed same DOS not mentioned. So not.
Thus final. Must output only fenced JSON block. No other text. Ensure exact formatting: triple backticks with json. The contract says exactly one fenced JSON code block and nothing else. So:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Denied under X1: an active authorisation for personal CGM system A remains in effect through 2027-01-31, and this request for system B does not terminate it, resulting in concurrent authorisation of a second personal CGM system."
}
```
Wait, the paragraph says "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So final answer should be just the code block. Need not include language label? It shows ```json in contract. Use that.
Double-check keys: decision, criteria, rationale. Correct.
One more nuance: The policy says "APPROVE when A and B are met." Then "EXCLUSIONS: X1. Concurrent authorisation of a second personal CGM system." The decision tree: If exclusion applies, deny. Yes.
Now final.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Denied under X1: an active authorisation for personal CGM system A remains in effect through 2027-01-31, and this request for system B does not terminate it, resulting in concurrent authorisation of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 4,313 tokens
We need answer JSON with decision, criteria, rationale for prior auth under MP-402.
We must apply policy. Let's parse.
Requested: personal real-time continuous glucose monitor, system B, initial authorisation.
Member 31, Type 1 diabetes mellitus on insulin pump. Training completed 2026-05-19. Prescriber visit endocrinology 2026-05-19, follow-up every three months.
Other devices: Member holds active unexpired authorization for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. Request states prefers newer sensor and does not ask to terminate existing authorisation.
Policy: Approve when A and B met. A diagnosis: A1 Type 1 diabetes mellitus. Yes. (Insulin pump means type 1 on insulin; A1 satisfied regardless of insulin? A1 is Type 1 diabetes mellitus. Yes diagnosis type 1. So A met via A1. Note A2 requires insulin regimen; but A1 is satisfied. No documentation pend for E1 because A1 doesn't require insulin regimen. E1 is for A2; E2 for A3. Since A1 met, E1/E2 not relevant. But wait: A2 is Type 2 DM treated with any insulin regimen; E1: insulin regimen relied on for A2. A3 Type 2 not insulin with hypoglycemia; E2 glucose value/date. Since diagnosis is Type 1, A1 applies. So no missing documentation for A.
B Management: both B1 and B2. B1: member/caregiver trained on device use, or training scheduled. Training completed 2026-05-19. That satisfies. 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. Prescriber visit endocrinology 2026-05-19. Need date context: Request? Authorisation request presumably current? The training and visit dates 2026-05-19. Effective policy 2026-01-01. There's no request date given. The request likely considered as of? The request is for initial authorisation. The dates: training/visit 2026-05-19. If request maybe later? But policy requires visit within preceding 6 months. If request date not given, but training and visit are 2026-05-19. Are we to assume request occurs around then? There is no request date. The other auth active through 2027-01-31, supply claims paid through 2026-07. It says active unexpired authorisation for system A approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. That suggests current date maybe before 2026-07? Actually supply claims paid through 2026-07 (July). The request is for system B. If current date is maybe 2026-05 or later? Training/visit 2026-05-19. If request date is not given, B2 requires visit within preceding 6 months. Since visit date is provided, and policy doesn't list date of prescriber visit as documentation pend? Wait DOCUMENTATION says pend where otherwise approvable but record lacks E3. The date of the prescriber visit relied on for B2. In record, date of prescriber visit is given: 2026-05-19. So E3 not lacking. But does record satisfy B2's timeframe? We need to know current date / date of request to determine within preceding 6 months. The policy says B2: member has had an in-person or telehealth visit with the prescriber within the preceding 6 months. Preceding 6 months relative to what? The authorisation request date presumably. If request date not specified, maybe we infer from training/visit date being 2026-05-19 and perhaps the request is at that time? Wait "Training: completed 2026-05-19. Prescriber visit: endocrinology 2026-05-19". It doesn't give request date. In prior auth tasks, if request date not given, usually the dates in record are evaluated as of the request? But we may need consider the request is being reviewed now. The other auth: approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. This indicates the existing auth is active (unexpired) and supply claims paid through July 2026. If current date were after 2026-07? Actually "paid through 2026-07" means supplies have been paid up to July 2026. That could mean as of some date, claims for supplies through July have been paid. If we are before 2026-07 maybe. The new request doesn't ask to terminate existing authorisation. Exclusion X1: Concurrent authorisation of a second personal CGM system. That is an exclusion. Since member holds an active, unexpired authorisation for personal CGM system A, and this request is for personal CGM system B, initial authorisation, and does not ask to terminate existing authorisation, this is concurrent authorisation of a second personal CGM system. Exclusion X1 applies. Therefore decision is deny, criteria: ["X1"].
Need check: Is there any possibility decision "not_applicable"? No, policy governs personal real-time CGM. The request is personal real-time CGM system B initial auth. Policy applies. Exclusion X1 says Concurrent authorisation of a second personal CGM system. Since they have active auth for system A and request system B without terminating, that's concurrent authorisation. Deny. Criteria for denial: list only identifiers not met or exclusions applied: ["X1"].
Need rationale: one or two sentences, under 40 words. Explain: Request is for a second personal CGM (system B) while an active authorization for system A remains and is not terminated, meeting exclusion X1; A1 and B are otherwise met. Must be under 40 words. Let's draft: "Exclusion X1 applies: the member has an active authorization for personal CGM system A and does not request its termination, so authorizing system B would be a concurrent second personal CGM." Count words: Exclusion(1) X1(2) applies(3): the(4) member(5) has(6) an(7) active(8) authorization(9) for(10) personal(11) CGM(12) system(13) A(14) and(15) does(16) not(17) request(18) its(19) termination(20), so(21) authorizing(22) system(23) B(24) would(25) be(26) a(27) concurrent(28) second(29) personal(30) CGM(31). That's 31 words (excluding X1? X1 is token, maybe word? "X1" counts as word; anyway under 40). Wait "Exclusion X1 applies:" includes X1; total maybe 32. Good.
But we must ensure "criteria" for denial: list only identifiers not met or exclusions applied. X1 is an exclusion identifier. Yes.
Check whether B2 timeframe could be a pend for E3? The record provides date of prescriber visit: 2026-05-19. So E3 not missing. But does B2 require visit within preceding 6 months; we don't have request date. If request date unknown, is B2 satisfied? The policy's documentation pend list doesn't include timeframe; E3 only date. The date is provided. Without request date, can we determine within 6 months? The harness says answer only from material; if material doesn't settle, use pend or insufficient? But the exclusion X1 already defeats the request (deny). For denial due to exclusion, we don't need to consider B2 maybe. The instruction: Choosing decision: "deny" a requirement is affirmatively not met, or an exclusion applies. Here exclusion applies. So deny. Even if B2 questionable, exclusion applies. We don't need pend because exclusion defeats request. The decision is deny, criteria X1. Rationale mention A1 and B otherwise met? Actually rationale can say "Exclusion X1 applies: member has active authorization for system A and does not terminate it, so authorizing system B is a concurrent second personal CGM. Approve criteria are otherwise met." But need under 40 words. Maybe: "Exclusion X1 applies: an active authorization for personal CGM system A remains and is not terminated, so system B would be a concurrent second personal CGM. A1 and B are otherwise met." Count: Exclusion(1) X1(2) applies(3): an(4) active(5) authorization(6) for(7) personal(8) CGM(9) system(10) A(11) remains(12) and(13) is(14) not(15) terminated(16), so(17) system(18) B(19) would(20) be(21) a(22) concurrent(23) second(24) personal(25) CGM(26). A1(27) and(28) B(29) are(30) otherwise(31) met(32). 32 words. Good.
Need check if X2 professional CGM billed same date? No.
Let's verify policy identifiers: Exclusions are X1 and X2. Documentation E1,E2,E3. Continuation R1. A1-A4, B1-B2.
The requested item: personal real-time continuous glucose monitor, system B, initial authorisation. System A authorization is personal CGM system A. The policy title: CONTINUOUS GLUCOSE MONITORING (PERSONAL, REAL-TIME). It says concurrent authorisation of a second personal CGM system. Yes X1.
One nuance: The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states prefers newer sensor and does not ask to terminate existing authorisation. Is that "concurrent authorisation of a second personal CGM system"? Yes, because both would be active: system A auth active, and if we approve system B, there will be concurrent authorisation for two personal CGM systems. The policy excludes that. So deny.
Need consider if decision could be "pend" because maybe they could terminate? But request does not ask to terminate. The policy exclusion says concurrent authorisation of a second personal CGM system. If the request does not ask to terminate existing authorization, then approval would create concurrency. There is no requirement to terminate? The exclusion applies as written. Since the record affirmatively shows an active second (first other) authorization and no termination, exclusion X1 applies. Deny.
Could it be "not_applicable" because it's initial authorisation for system B while system A auth exists? No, policy governs personal CGM; initial auth for system B is a request for personal CGM. Exclusion applies.
Need output exactly one fenced JSON code block and nothing else. JSON object with keys decision, criteria, rationale. decision string "deny". criteria array of strings: ["X1"]. rationale string.
Let's craft final JSON:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: an active authorization for personal CGM system A remains and is not terminated, so system B would be a concurrent second personal CGM. A1 and B are otherwise met."
}
```
Wait check word count of rationale: Let's count carefully with X1 as a word? "Exclusion X1 applies: an active authorization for personal CGM system A remains and is not terminated, so system B would be a concurrent second personal CGM. A1 and B are otherwise met."
Words: Exclusion(1) X1(2) applies(3) an(4) active(5) authorization(6) for(7) personal(8) CGM(9) system(10) A(11) remains(12) and(13) is(14) not(15) terminated(16) so(17) system(18) B(19) would(20) be(21) a(22) concurrent(23) second(24) personal(25) CGM(26) A1(27) and(28) B(29) are(30) otherwise(31) met(32). 32 words. Under 40. Good. "A1" and "B" maybe identifiers; okay.
Need ensure JSON formatting: No trailing comma. Use double quotes. Exactly one fenced block.
Wait, the instructions: "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block." So final answer must be:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: an active authorization for personal CGM system A remains and is not terminated, so system B would be a concurrent second personal CGM. A1 and B are otherwise met."
}
```
Check if criteria identifiers for exclusion should be "X1" (exclusion). Yes.
But let's double-check if any documentation pend could take precedence? Decision choosing: deny if exclusion applies. Exclusion applies. So deny. No pend. Good.
One more nuance: The member is 31-year-old. Type 1 diabetes on insulin pump. A1 Type 1 diabetes mellitus. Yes. B1 training completed 2026-05-19. B2 prescriber visit endocrinology 2026-05-19, follow-up every three months. Follow-up every three months is at least every 6 months, so attests to plan for ongoing follow-up at least every 6 months? It says "follow-up every three months." That's more frequent than every 6 months, so satisfies "at least every 6 months". The visit date is 2026-05-19. The policy requires visit within preceding 6 months. If request date not given, but maybe request is after 2026-05-19? The active auth approved 2026-02-01 through 2027-01-31. If today is during that, and supply claims paid through 2026-07, maybe request date is in 2026? Actually training and visit 2026-05-19. Without request date, we cannot compute preceding 6 months, but the date is provided. E3 only asks for date of prescriber visit relied on for B2, which is provided. So documentation exists. Timeframe is a substantive requirement, not a documentation item. If the request date were, say, 2027-01-01, then visit 2026-05-19 is >6 months prior, B2 not met, deny. But we are not given request date! Wait, this is important. The harness says: "Where the supplied material does not settle the question, say so through the answer format rather than assuming a resolution." But we have an exclusion X1 that applies regardless of request date? Let's examine: The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31. For it to be active/unexpired, the current date must be between 2026-02-01 and 2027-01-31. The supply claims paid through 2026-07 suggests current date maybe after supplies through July have been paid, perhaps current date is after 2026-07? Wait "supply claims paid through 2026-07" means claims for supply have been paid up to the month of 2026-07. If current date were before 2026-07, claims "through 2026-07" might mean they've already been paid for July? Typically "paid through 2026-07" means up to and including July 2026. That implies current date is after July 2026 (or in/after 2026-07?). If current date is after 2026-07 and before 2027-01-31, then the visit on 2026-05-19 is more than 6 months prior if current date is after 2026-11-19. But we don't know. Actually if current date is after 2026-07, it could be 2026-08, then 2026-05-19 is within 6 months (by 2026-11-19). If current date is 2026-12-01, then visit 2026-05-19 is 6.5 months prior, not within 6 months. But we aren't told current date. However the active auth runs through 2027-01-31, so current date <= 2027-01-31. The request for system B initial auth: training completed 2026-05-19 and prescriber visit 2026-05-19. If request date is, say, 2026-05-19 (same day), then B2 is satisfied. If request is later in 2026, could be satisfied until 2026-11-19. We don't know.
But the policy's documentation pend list: E3 is "The date of the prescriber visit relied on for B2." It does NOT say pend if timeframe cannot be determined. For B2, the requirement is both: visit within preceding 6 months, and prescriber attests to plan for ongoing follow-up. The record gives visit date and follow-up every three months. To know if within preceding 6 months, we need request date or review date. Not given. Does the material settle the question? The instruction says: "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 timeframe is not a documentation item; it's a requirement. But the record doesn't affirmatively contradict it, because we don't know the review date. However the exclusion X1 is affirmatively established: there is an active authorization for system A and no termination. That exclusion applies no matter the date (as long as system A auth is active/unexpired). The record says it is active, unexpired. So X1 applies. Thus deny based on exclusion. We don't need to resolve B2. Even if B2 were also not met, the exclusion is enough. We cite only X1 for denial? The instruction: "For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met." If multiple denials, list all not met/exclusions. But we only know exclusion applies. B2 timeframe uncertain; we shouldn't list B2 as not met because we don't know it's not met. We only list X1. Good.
Wait: Is A1 met? Yes. B1 met. B2 substantive maybe unknown but documentation date present. But exclusion defeats. Good.
Check if "concurrent authorisation of a second personal CGM system" could mean the request itself is for a second system while a first is active. System A is first personal CGM system. System B is second. The auth for A is active and unexpired. The request doesn't terminate A. If approved, there would be two authorisations. X1 excludes. Yes.
One more nuance: The request is for "personal real-time continuous glucose monitor, system B, initial authorisation." System A authorization is for "personal CGM system A". Both are personal CGM. The policy exclusion X1: "Concurrent authorisation of a second personal CGM system." Does "second" refer to authorising a second system while another is active. Yes.
Thus final answer stands.
Need ensure no extra keys. Use JSON null? Not needed.
Let's prepare final.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: an active authorization for personal CGM system A remains and is not terminated, so system B would be a concurrent second personal CGM. A1 and B are otherwise met."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Qwen3.8 Flash · Alibaba8.6s · 599 out | 10.9s · 1,130 out | 9.1s · 931 out
Reasoning · 529 tokens
We need answer JSON only. Need analyze task. We have medical policy MP-402 CGM. Request: initial authorization personal real-time CGM system B, initial. Diagnosis T1DM insulin pump. Training completed. Prescriber visit within preceding 6 months and attests follow-up every 3 months. Other devices: active unexpired authorization for personal CGM system A through 2027-01-31, supply claims paid through 2026-07. Request states prefers newer sensor and does not ask terminate existing authorization.
Need decision approve/deny/pend/not_applicable. Criteria identifiers that decided case. Rationale under 40 words.
Policy: APPROVE when A and B met.
A: A1 T1DM.
B: B1 trained, B2 prescriber visit within preceding 6 months and attests ongoing follow-up at least every 6 months.
Continuation after initial 12 months requires R1 evidence device use 70% over preceding 90 days. Here initial authorization system B? It's "personal real-time continuous glucose monitor, system B, initial authorisation." But member holds active CGM system A. Exclusions: X1 Concurrent authorisation of a second personal CGM system. X2 professional CGM same date.
Thus despite A/B met, exclusion applies: cannot concurrently authorize second personal CGM system. Decision deny. Criteria: exclusion identifier that applied: X1. Should we include A and B? Instructions: For a denial, list only identifiers that were not met or exclusions that applied. Do not list criteria that were met. So only X1. Could there be a nuance: initial authorization of system B while existing system A active = concurrent authorization of second personal CGM system. deny.
Need ensure rationale under 40 words. "Member meets A1 and B requirements, but system B would run concurrently with active system A authorization; policy excludes a second personal CGM system." Under 40 words: count? Member(1) meets2 A1 3 and4 B5 requirements,6 but7 system8 B9 would10 run11 concurrently12 with13 active14 system15 A16 authorization;17 policy18 excludes19 a20 second21 personal22 CGM23 system.24 good.
JSON keys only: decision, criteria, rationale. Need fenced json only. Ensure decision lowercase exactly one. Use array strings. No additional keys. Final.json{
"decision": "deny",
"criteria": [
"X1"
],
"rationale": "Member meets A1 and B requirements, but system B would run concurrently with active system A authorization; policy excludes a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,071 tokens
We need answer JSON only. Need apply policy. User request in English, so think in English. Need analyze carefully.
Task: Prior authorization medical policy MP-402 CGM. Requested: personal real-time CGM system B, initial authorization. Member 31. Diagnosis Type 1 diabetes on insulin pump. Training completed date 2026-05-19. Prescriber visit endocrinology 2026-05-19, follow-up every 3 months. Other devices: active unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request states prefers newer sensor and does not ask to terminate existing authorization.
Policy: APPROVE when A and B met.
A: Type 1 diabetes A1.
B: B1 trained or scheduled; B2 in-person/telehealth with prescriber within preceding 6 months and attests to plan ongoing follow-up at least every 6 months.
Continuation after initial 12 months requires R1 (not relevant initial? It's system B initial authorization. But active authorization for system A? Does continuation after initial 12 months refer to same member's CGM use? Need think.)
EXCLUSIONS:
X1. Concurrent authorisation of a second personal CGM system.
X2. Professional (clinic-owned, blinded) CGM billed on same date.
Documentation pend items E1-E3.
Decision: Request is for a second personal CGM system while active unexpired authorization for system A. This affirmatively triggers exclusion X1? Need interpret: Concurrent authorisation of a second personal CGM system. It means exclude requests for concurrent second system? The member holds active A and asks for B without terminating A. So X1 applies, deny. However maybe if initial authorization for system B could be approved if terminates A? But not asked. The requirement not met/exclusion applies. Need choose denial. Criteria list: For denial, list only identifiers not met or exclusions applied. Here exclusion X1 applies. Need possibly B2? Prescriber visit 2026-05-19, follow-up every three months. Need date of request? The effective policy 2026-01-01. Requested item initial auth. Need within preceding 6 months? No request date given but likely current 2026? Training and visit 2026-05-19. If request date unknown, can infer likely around after 2026-07? But not needed because X1 defeats. Criteria denied: X1. Should we include A1, B1, B2? Instructions: For denial, list only identifiers not met or exclusions that applied. Do not list criteria met. So only X1. Need rationale one/two sentences under 40 words: e.g., "System B would be a second concurrent personal CGM while system A remains authorized; policy excludes this. Diagnosis and management are otherwise satisfied, but X1 requires denial." Under 40. Ensure exact JSON block only.
Need consider if X1 wording: "Concurrent authorisation of a second personal CGM system." Could mean exclusion applies when a second system is authorized concurrently. Yes. If member wants switch and can close A, then not concurrent. They didn't ask terminate. Deny.
Need maybe not_applicable? No policy governs personal real-time CGM.
Need criteria identifiers exact: "X1".
Rationale under 40 words. Count: System(1) B2 would3 be4 a5 second6 concurrent7 personal8 CGM9 while10 system11 A12 remains13 authorized;14 policy15 excludes16 this.17 Diagnosis18 and19 management20 are21 otherwise22 satisfied,23 but24 X125 requires26 denial27. Good.
Could phrase: "The request is for a second personal CGM while system A remains authorized; X1 excludes concurrent personal CGM authorization." Count The1 request2 is3 for4 a5 second6 personal7 CGM8 while9 system10 A11 remains12 authorized;13 X114 excludes15 concurrent16 personal17 CGM18 authorization19. Fine. Need mention deny. Rationale not too long. "This initial authorization would create concurrent coverage of a second personal CGM while system A remains authorized; exclusion X1 applies." Count 1 This 2 initial 3 authorization 4 would 5 create 6 concurrent 7 coverage 8 of 9 a 10 second 11 personal 12 CGM 13 while 14 system 15 A 16 remains 17 authorized; 18 exclusion 19 X1 20 applies. Good under 40.
Need output exactly one fenced json. Ensure no markdown outside.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "This initial authorization would create concurrent coverage of a second personal CGM while system A remains authorized; exclusion X1 applies."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 858 tokens
We need answer JSON only. Need apply policy. Need think through. User provided task. Need output one fenced JSON block only.
Need decide: Member 31-year-old personal real-time CGM system B initial authorization. Diagnosis Type 1 diabetes on insulin pump. Training completed 2026-05-19. Prescriber visit endocrinology 2026-05-19, follow-up every three months. Other devices: active unexpired authorization for personal CGM system A, approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request says prefers newer sensor and does not ask to terminate existing authorization.
Policy: Approve when A and B met. A1 Type 1 diabetes. B1 trained. B2 visit within preceding 6 months and prescriber attests plan ongoing follow-up at least every 6 months. Exclusions: X1 Concurrent authorisation of a second personal CGM system. X2 Professional CGM billed same date service. Documentation E1 insulin regimen for A2, E2 glucose for A3, E3 date visit for B2.
Here Type 1 A1. Training completed date. Visit date within 6 months? Need current date? Policy effective 2026-01-01; request maybe no current date given. Training 2026-05-19 and visit 2026-05-19; likely within preceding 6 months if request date around 2026? There is no explicit current date. But supplied dates likely satisfy. Follow-up every three months meets at least every 6 months. E3 present. E1 not needed A1. B met. But other device active authorization for system A, not asking terminate. Concurrent authorization second personal CGM system exclusion X1 applies. Decision deny. Criteria for denial: list only identifiers not met/exclusions applied. So criteria ["X1"]. Is there any other issue? The diagnosis says insulin pump, which is insulin regimen; A1 sufficient. If request for system B while system A active; denial due to X1. Could it be pend? No, exclusion affirmatively applies. Need rationale under 40 words one or two sentences. Mention active authorization for system A means approving B would be concurrent second personal CGM. Maybe: "The record shows an active, unexpired personal CGM authorization for system A and does not terminate it. Approving system B would create concurrent personal CGM authorization, excluded by X1." Count words? The record(1) shows2 an3 active4 unexpired5 personal6 CGM7 authorization8 for9 system10 A11 and12 does13 not14 terminate15 it16 Approving17 system18 B19 would20 create21 concurrent22 personal23 CGM24 authorization25 excluded26 by27 X1 28. under 40. Decision deny. Criteria only exclusion. Need output JSON fenced. Ensure no extra keys. Use exact JSON strings.
Double-check policy: X1 Concurrent authorisation of a second personal CGM system. The request itself for second personal CGM while first active. Deny. Criteria array maybe ["X1"]. Could A1 and B also need listing? Instructions: For a denial, list only identifiers that were not met or the exclusions that applied. So only X1. Do not list met criteria. Good.
Need maybe if concurrent authorization requires if request would result in concurrency; yes.
Need dates: Prescriber visit 2026-05-19, follow-up every 3 months. No current date but within preceding 6 months relative to request? If request date unknown. But not necessary due exclusion; if not met? Deny due exclusion. If no current date could be pend E3? E3 date present. Need decide? The exclusion overrides.
Need ensure output exactly one fenced JSON code block and nothing else.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The record shows an active, unexpired personal CGM authorization for system A and does not terminate it. Approving system B would create concurrent personal CGM authorization, excluded by X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Kimi K2.6 · Moonshot26.9s · 1,565 out | 25.7s · 985 out | 27.6s · 1,292 out
Reasoning · 1,657 tokens
We need to evaluate the authorization request against medical policy MP-402.
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). Not relevant here because this is 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.
Now, request details:
Member: 31-year-old.
Requested item: personal real-time continuous glucose monitor, system B, initial authorization.
Diagnosis: Type 1 diabetes mellitus on an insulin pump. -> So A1 is met.
Training: completed 2026-05-19. -> B1 met.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months. -> B2: visit within preceding 6 months (assuming current date is after 2026-05-19 but likely request date is around now; but harness doesn't specify request date. However, we have a visit date of 2026-05-19. If request is on that date or shortly after, it's within preceding 6 months. Also follow-up every three months satisfies "at least every 6 months". So B2 is met.
Other devices: The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states the member "prefers the newer sensor" and does not ask to terminate the existing authorisation.
Exclusion X1 says: "Concurrent authorisation of a second personal CGM system." This is an exclusion. The member already has an active authorization for personal CGM system A. Now they are requesting system B. This is a concurrent authorization of a second personal CGM system. The exclusion applies.
Therefore, the decision should be "deny" because an exclusion applies. The criteria list for a denial should list only the identifiers that were not met or the exclusions that applied. So we should list X1.
We also need to consider if the policy requires termination. It says exclusion X1: "Concurrent authorisation of a second personal CGM system." The member has active auth for system A and is requesting system B. So yes, concurrent authorization.
Therefore, decision: deny.
Criteria: ["X1"]
Rationale: Must be one or two sentences, under 40 words.
Let's draft: "Member has an active authorization for another personal CGM system; concurrent authorization of a second personal CGM system is excluded." Count words: "Member has an active authorization for another personal CGM system; concurrent authorization of a second personal CGM system is excluded." Let's count: Member(1) has(2) an(3) active(4) authorization(5) for(6) another(7) personal(8) CGM(9) system;(10) concurrent(11) authorization(12) of(13) a(14) second(15) personal(16) CGM(17) system(18) is(19) excluded.(20) That's 20 words. Good.
Make sure no other exclusions. X2 is not relevant.
What about the fact that it's initial vs continuation? Request says initial authorization, but they already have system A. The policy doesn't explicitly say that a prior personal CGM disqualifies initial auth; but X1 says concurrent authorization of a second personal CGM system. So exclusion applies.
Thus, answer:
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member has an active authorization for another personal CGM system; concurrent authorization of a second personal CGM system is excluded."
}
Check the output contract: exactly one fenced JSON code block and nothing else. Required keys: decision, criteria, rationale. Valid values.
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 affirmatively states there is an active authorization for system A and request for system B. That triggers X1. So denial is correct.
Also check if there is any possible "not_applicable"? No, personal real-time CGM is exactly what MP-402 governs.
Check if the denial criteria should include any other criteria. The instruction says: "For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met." So only X1.
One nuance: The policy says "Concurrent authorisation of a second personal CGM system." Is the request considered a "second personal CGM system"? Yes. They have system A active. Requesting system B. So concurrent.
Therefore final answer is as above.
Rationale under 40 words: Yes, 20 words. Good.
Double-check dates: training completed 2026-05-19, prescriber visit 2026-05-19. If request is later than 2026-05-19, say 2026-08-19? Wait, the existing authorization has supply claims paid through 2026-07. If the request is coming after 2026-07, maybe the existing one is expired? No, active authorization through 2027-01-31, supply claims paid through 2026-07. That means the auth is still active even if supplies haven't been paid after July. The exclusion doesn't say supplies must be paid, just "concurrent authorization". The request mentions active, unexpired authorization. So X1 is triggered.
Also, is there any possibility that the policy intends to exclude only if it's on the same date? No, X1 says concurrent authorization of a second personal CGM system. X2 says billed on same date of service. X1 is broader: concurrent authorization.
Decision is deny.
Make sure JSON syntax is correct. No trailing commas.
Therefore, produce the JSON block.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member has an active authorization for another personal CGM system; concurrent authorization of a second personal CGM system is excluded."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 935 tokens
We need to produce a JSON with keys: decision, criteria, rationale.
We have medical policy MP-402 for personal real-time CGM.
The request: member, 31, personal real-time CGM system B, initial authorization.
Diagnosis: Type 1 diabetes mellitus on insulin pump. So A1 is met.
Training: completed 2026-05-19. So B1 is met.
Prescriber visit: endocrinology 2026-05-19, follow-up every three months. So B2 is met (visit within preceding 6 months, attests to ongoing follow-up at least every 6 months; every three months is more frequent).
Other devices: holds active authorization for personal CGM system A, approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request states member "prefers the newer sensor" and does not ask to terminate existing authorization.
Exclusion X1: Concurrent authorization of a second personal CGM system. The policy says "Concurrent authorisation of a second personal CGM system." The member already has an active authorization for personal CGM system A. This request is for a second personal CGM system B, concurrently. That triggers X1.
Thus the decision is "deny". Criteria should list X1. Should we also list the ones that were met? No: "For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met."
So criteria: ["X1"].
Rationale: must be one or two sentences, under 40 words. Something like: "Exclusion X1 applies because the member currently holds an active authorization for another personal CGM system."
Let's count words. "Exclusion X1 applies because the member currently holds an active authorization for another personal CGM system." That's 14 words. Good.
We must ensure no extra keys.
Decision: "deny".
Check if there is any nuance: The policy says "EXCLUSIONS: X1. Concurrent authorisation of a second personal CGM system." The member has active auth for system A. This is a second personal CGM system. So yes.
What about "not_applicable"? No, this is clearly governed.
Could this be a pend? No, because the exclusion is clear.
Could the plan allow switching? The policy says exclusion X1 applies. The request does not ask to terminate the existing authorization. Even if they asked, the policy says concurrent authorization of a second personal CGM system is excluded. If they wanted to switch, they'd need to terminate the first. Since they didn't, X1 applies.
Thus deny.
Let's ensure the date of prescriber visit is 2026-05-19, request is presumably around that time? Not specified, but we can assume it's within 6 months.
Training completed 2026-05-19.
Diagnosis Type 1 diabetes mellitus.
All good.
Rationale: Keep it concise.
Word count check: "Exclusion X1 applies because the member currently holds an active authorization for another personal CGM system." (14 words)
Alternatively: "The member has an active authorization for a personal CGM system, so exclusion X1 for a concurrent second system applies." (16 words)
Either works. Let's use a simple one.
Wait: "one or two sentences, under 40 words". Let's make sure it's a string.
JSON keys: "decision", "criteria", "rationale".
Decision is string "deny". Criteria is array of strings ["X1"]. Rationale is string.
Output exactly one fenced JSON code block and nothing else.
Double-check: Are there any other documentation items missing? E1, E2, E3? E1 is insulin regimen for A2. Not needed because A1 is met. E2 glucose value for A3. Not needed. E3 date of prescriber visit for B2. The record includes date 2026-05-19, so no pend needed.
Thus final answer is straightforward.
One more check: The policy says "approve when A and B are met." It does not say "and no exclusions apply"? But the Exclusions section is present. Typically exclusions override even if criteria met. So denial is correct.
Also, is there any possibility that the existing authorization is for "system A" and now they want "system B"? The policy excludes concurrent authorization of a second personal CGM system. It doesn't matter if it's a different brand/model. It's a second personal CGM system.
Therefore deny.
Let's produce the JSON.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies because the member currently holds an active authorization for another personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,238 tokens
Let me analyze this prior authorization request against Medical Policy MP-402.
First, let me identify what is being requested:
- Personal real-time continuous glucose monitor, system B
- Initial authorization
- Member has active authorization for personal CGM system A
Let me check the policy criteria:
A. DIAGNOSIS - need 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...
A4. Gestational diabetes requiring insulin.
The member has Type 1 diabetes mellitus on an insulin pump. So A1 is met.
B. MANAGEMENT - need both of:
B1. Training completed or scheduled. Record says completed 2026-05-19. Met.
B2. Prescriber visit within preceding 6 months with ongoing follow-up at least every 6 months. Record says endocrinology visit 2026-05-19, follow-up every three months. Since follow-up is every 3 months, that satisfies "at least every 6 months." Met.
Now check EXCLUSIONS:
X1. Concurrent authorization of a second personal CGM system.
X2. Professional (clinic-owned, blinded) CGM billed on the same date of service.
The member holds an active, unexpired authorization for personal CGM system A. The request is for system B, which is another personal CGM system. The member did not ask to terminate the existing authorization.
X1 states: "Concurrent authorization of a second personal CGM system."
Since there is already an active authorization for personal CGM system A, and this is a request for personal CGM system B, this would be a concurrent authorization of a second personal CGM system. The policy says this is an EXCLUSION.
Wait, let me re-read carefully. The policy says "EXCLUSIONS: X1. Concurrent authorisation of a second personal CGM system."
The member currently has system A active, and is requesting system B without terminating A. This appears to trigger X1.
However, I need to be careful. Is the existing authorization for system A considered "concurrent"? The authorization for system A is active through 2027-01-31, and the request for system B is initial. If both would be active at the same time, then yes, it's concurrent.
But wait - the request states the member "prefers the newer sensor" and does not ask to terminate the existing authorization. So the plan would have two active personal CGM authorizations for the same member at the same time.
That triggers exclusion X1.
So the decision should be DENY because exclusion X1 applies.
Wait, but I should also consider if there are any other issues. The policy doesn't say anything about allowing replacement or switch without terminating. X1 seems absolute: "Concurrent authorisation of a second personal CGM system."
The criteria for denial: list only the identifiers that were not met or the exclusions that applied. So I should list X1.
Let me double-check:
- Diagnosis: Type 1 diabetes mellitus → A1 met
- Training: completed → B1 met
- Prescriber visit: 2026-05-19, follow-up every 3 months → B2 met
- Existing auth for system A active, requesting system B, not terminating A → X1 applies
Decision: deny
Criteria: ["X1"]
Rationale: Under 40 words.
Draft rationale: "The member has an active authorization for personal CGM system A; concurrent authorization of a second personal CGM system is excluded."
Count: 18 words. Good.
Wait, I should also check if there's any question about whether system B is considered a "second personal CGM system." The glossary doesn't define this, but the policy says "personal real-time" and the request is for "personal real-time continuous glucose monitor, system B." The existing one is "personal CGM system A." So yes, two personal CGM systems.
Also, the policy says "Requested item: personal real-time continuous glucose monitor, system B, initial authorisation." So it's clearly a second system.
One thing: is this "not_applicable"? No, the policy clearly governs this request.
Is there any possibility that the active authorization for system A is not considered "concurrent authorization" because maybe system A supplies are paid through 2026-07 but the request is in May? The authorization is approved through 2027-01-31. So it's definitely active.
Wait, the date of the request isn't explicitly stated, but the training and prescriber visit were on 2026-05-19, and claims paid through 2026-07. So the request is likely around May 2026. The existing auth is active through 2027-01-31. So yes, concurrent.
Decision: deny
Criteria: ["X1"]
Rationale: "The member has an active authorization for personal CGM system A; concurrent authorization of a second personal CGM system is excluded."
Actually, looking at the policy again: "EXCLUSIONS: X1. Concurrent authorisation of a second personal CGM system."
The word "authorisation" in the exclusion - does this mean a second authorized device? Yes. The member would have two authorized personal CGM systems concurrently. That's exactly X1.
One more check: is there any documentation missing? No, all criteria are met except the exclusion applies. Since the exclusion applies, it's a denial, not a pend.
Final answer:
- decision: "deny"
- criteria: ["X1"]
- rationale: "The member has an active authorization for personal CGM system A; concurrent authorization of a second personal CGM system is excluded."
Let me make sure the criteria format is correct. The task says for a denial, list only the identifiers that were not met or the exclusions that applied. So just ["X1"].
The rationale should be one or two sentences, under 40 words. Mine is 18 words, one sentence. Perfect.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member has an active authorization for personal CGM system A; concurrent authorization of a second personal CGM system is excluded."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V4 Pro · DeepSeek1.8s · 60 out | 6.2s · 362 out | 7.0s · 434 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorisation for personal CGM system A; concurrent authorisation of a second personal CGM system is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 286 tokens
We are asked to apply medical policy MP-402. The request is for a personal real-time CGM system B. The member has Type 1 diabetes (A1 satisfied). Training completed (B1 satisfied). Prescriber visit 2026-05-19 within preceding 6 months from request date? The request date isn't given, but we have prescriber visit on 2026-05-19. The policy says B2: visit within preceding 6 months, and prescriber attests to a plan for ongoing follow-up at least every 6 months. The request says follow-up every three months, so that seems satisfied. However, there is an exclusion X1: Concurrent authorisation of a second personal CGM system. The member already has an active authorisation for system A, approved through 2027-01-31, and they are requesting system B without terminating the existing one. That is a concurrent authorisation of a second personal CGM system. The policy explicitly excludes that under X1. So the request should be denied based on X1. The documentation items (E1-E3) are not relevant because it's not otherwise approvable; it's affirmatively excluded. So decision: deny, criteria: ["X1"], rationale explaining that the member already has an active CGM authorisation and this would be a concurrent second device. Ensure rationale under 40 words.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member has an active authorisation for personal CGM system A through 2027-01-31, and requesting system B without terminating that authorisation constitutes a concurrent second personal CGM system, which is excluded."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 377 tokens
We are asked to evaluate an authorization request for a personal real-time CGM, system B, initial authorization. The policy is MP-402. The member has type 1 diabetes (A1). So criterion A is met (A1). For B: B1 training completed 2026-05-19, so met. B2: prescriber visit 2026-05-19, with follow-up every 3 months, so the prescriber attests to ongoing follow-up at least every 6 months. So B2 met. So A and B are met, and it would be approvable. However, there is an exclusion: X1. Concurrent authorisation of a second personal CGM system. The member already has an active authorization for system A, approved through 2027-01-31, and the request does not ask to terminate that. So they are asking for a second system concurrently. That is exactly X1: "Concurrent authorisation of a second personal CGM system." So the request should be denied based on X1. No need to pend for anything because the exclusion is clearly met. The decision is deny. The criteria that decided the case is X1 only, not the ones that were met. Rationale: The member already has an active authorization for a personal CGM system, and the policy excludes concurrent authorization of a second system.
Thus:
decision: "deny"
criteria: ["X1"]
rationale: "The member holds an active authorization for personal CGM system A; concurrent authorization of a second system is excluded under X1."
Note the rationale under 40 words. Let's count: "The member holds an active authorization for personal CGM system A; concurrent authorization of a second system is excluded under X1." That's 19 words. OK.
We'll output JSON.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active authorization for personal CGM system A; concurrent authorization of a second system is excluded under X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100GPT-5.6 Luna · OpenAI2.4s · 125 out | 2.0s · 135 out | 2.2s · 107 out
json{"decision":"deny","criteria":["X1"],"rationale":"The request is for a second personal CGM while an active authorisation for system A remains in place. X1 excludes concurrent authorisation of a second personal CGM system."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"deny","criteria":["X1"],"rationale":"The request is for a second personal CGM while an active authorization for personal CGM system A remains in effect. This falls under the exclusion for concurrent authorization of a second personal CGM system."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{"decision":"deny","criteria":["X1"],"rationale":"The member has an active authorisation for personal CGM system A and the request does not terminate it. Concurrent authorisation of a second personal CGM system is excluded."}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V4 Flash · DeepSeek9.1s · 571 out | 11.3s · 154 out | 8.3s · 506 out
Reasoning · 506 tokens
We need answer JSON. Need apply policy. Need decide. Let's parse. Request: personal real-time CGM system B initial auth. Diagnosis T1DM on insulin pump. Training completed. Prescriber visit date 2026-05-19 follow-up q3mo. Other devices: active unexpired authorization for personal CGM system A approved 2026-02-01 through 2027-01-31. Request states member "prefers newer sensor" and does not ask to terminate existing authorization.
Policy: Approve when A and B met. A1 T1DM. B1 training completed. B2 visit within preceding 6 months and prescriber attests plan ongoing follow-up at least every 6 months. Here visit 2026-05-19; need know "preceding 6 months" relative to request date? No request date given. Hmm. Maybe within preceding 6 months as of request. No date for request. But perhaps the policy effective 2026-01-01, training/visit 2026-05-19. No request date. Need assess? Could be enough? If request in 2026 after May, likely within 6 months. But exact not given. However the record includes "Prescriber visit: endocrinology 2026-05-19, follow-up every three months." That attests plan for ongoing follow-up every 3 months, satisfies. Training completed. A1 satisfied. But exclusion X1: Concurrent authorisation of a second personal CGM system. Member holds active unexpired authorisation for personal CGM system A. Requesting system B. This is concurrent authorisation of a second personal CGM system, and no termination. Exclusion applies. Decision deny. Criteria list only exclusions applied: X1. Rationale mention active auth for system A and request for system B not terminating existing. Also maybe X2? no.
Need be careful: "not_applicable" no. Approve? no. Deny because exclusion X1. Criteria array with "X1". Rationale under 40 words. Include concise.
Need also consider "initial authorisation" maybe for system B, but "Concurrent authorisation of a second personal CGM system" applies. Even though system B different, it's a second personal CGM. The active authorization is personal CGM system A. The request asks to authorize another personal CGM system while existing active. Deny.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member holds an active personal CGM authorisation for system A and requests system B without terminating it, creating concurrent authorisation of a second personal CGM system."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 91 tokens
We need to apply policy. The request is for personal CGM system B. The member already has authorization for system A active until 2027-01-31. Policy has exclusion X1: Concurrent authorization of a second personal CGM system. So deny due to exclusion. Also note diagnosis A1? Type 1 diabetes qualifies, but exclusion overrides. So decision deny, criteria: X1. No need to list others. Ensure format.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member has an active authorisation for another personal CGM system (A), making concurrent authorisation of a second system (B) excluded by policy X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 511 tokens
We need answer JSON. Need apply policy. Need think carefully. Need no extra. Need determine decision, criteria, rationale.
We have medical policy MP-402 initial personal real-time CGM. Request: member 31 yo, Type 1 diabetes on insulin pump. Requested system B initial auth. Diagnosis A1 satisfied. Training completed 2026-05-19 B1 satisfied. Prescriber visit 2026-05-19, follow-up every 3 months B2 satisfied (visit within preceding 6 months and attest plan ongoing follow-up at least every 6 months). However Other devices: member holds active unexpired authorization for personal CGM system A approved 2026-02-01 through 2027-01-31, supply claims paid through 2026-07. Request states member "prefers newer sensor" and does not ask to terminate existing authorization. Exclusion X1: Concurrent authorisation of a second personal CGM system. This is initial authorization for system B while system A active. "Concurrent authorisation" means if approve, would be concurrent second personal CGM authorisation. Therefore exclusion applies. Decision deny? Need identify exclusions that applied, list X1 only. Since exclusion applies, deny. Rationale under 40 words. Need maybe mention A, B met but X1 applies. Criteria array for denial: only identifiers not met or exclusions that applied. So ["X1"]. Need not include A1 etc? "For a denial, list only the identifiers that were not met or the exclusions that applied. Do not list the criteria that were met." So X1.
Need examine if maybe "other devices" active authorization means request is for replacement? It says does not ask to terminate existing authorization. Therefore concurrent. Deny.
Need output exactly one fenced JSON code block. Keys: decision, criteria, rationale. No extra keys. Decisions strings exactly. Rationale one or two sentences under 40 words. Need count words. "Exclusion X1 applies: approving system B would create concurrent authorisation of a second personal CGM system while system A remains active." That's 20 words maybe. Good.
Need ensure JSON quotes.json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: approving system B would create concurrent authorisation of a second personal CGM system while system A remains active."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100Claude Haiku 4.5 · Anthropic27.0s · 2,421 out | 47.1s · 5,049 out | 18.9s · 1,295 out
Reasoning · 2,343 tokens
Let me carefully work through this prior authorization request against MP-402.
**DECISION FRAMEWORK:**
- Approve: all requirements (A and B) are satisfied, no exclusions apply
- Deny: a requirement is not met or an exclusion applies
- Pend: the record is silent on something listed in documentation section (E1, E2, E3) and nothing else defeats the request
- Not applicable: the policy doesn't govern
**APPLYING THE POLICY:**
**A. DIAGNOSIS — one of:**
- A1: Type 1 diabetes mellitus ✓ YES — The request states "Type 1 diabetes mellitus on an insulin pump"
- A2: Type 2 diabetes mellitus treated with any insulin regimen — Not applicable (Type 1)
- A3: Type 2 diabetes mellitus not treated with insulin — Not applicable (Type 1)
- A4: Gestational diabetes requiring insulin — Not applicable (Type 1)
A is satisfied via A1.
**B. MANAGEMENT — both of:**
- B1: The member or caregiver has been trained on device use, or training is scheduled.
✓ YES — Training completed 2026-05-19
- 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.
- Visit: endocrinology 2026-05-19
- Current date: 2026-09-01
- Time elapsed: 2026-05-19 to 2026-09-01 = roughly 3.5 months ✓ Within 6 months
- Prescriber attestation: "follow-up every three months" ✓ This satisfies "at least every 6 months" (3 months is more frequent than 6)
B is satisfied (both B1 and B2 met).
**EXCLUSIONS:**
- X1: Concurrent authorisation of a second personal CGM system.
This looks like the deciding factor. The member already holds an ACTIVE, UNEXPIRED authorisation for CGM system A (approved 2026-02-01 through 2027-01-31), with supply claims paid through 2026-07, showing continued active use. Now they're requesting CGM system B, a "newer sensor," without any indication the existing authorisation is being terminated. This is exactly a concurrent authorization scenario — system A remains
valid through 2027-01-31, and system B is requested without terminating it.
X1 applies, triggering denial.
X2 doesn't come into play since there's no mention of clinic-owned blinded CGM billed same-day.
Since X1 is triggered, the documentation items (E1-E3) don't matter — the record isn't otherwise approvable regardless of them.
A and B criteria are satisfied (diagnosis, training, prescriber visit), but X1's exclusion overrides this.
**Decision: DENY**, citing only the unmet criteria/exclusion — X1.
an exclusion ground since the policy explicitly bars a second concurrent CGM authorization while the first remains active.
For rationale, keeping to 1-2 sentences under 40 words: member satisfies diagnosis and management criteria but triggers exclusion X1 — System A stays authorized through 2027-01-31, and this request seeks a second concurrent system without terminating the existing one.
authorisation.
That settles the word count. Criteria: ["X1"] — the policy explicitly excludes concurrent authorisation of a second personal CGM system, and System A's active authorization through 2027-01-31 combined with no termination request confirms this is genuinely concurrent rather than a replacement scenario.
Final answer: deny, citing X1, with rationale noting the active System A authorization alongside the System B request.
That version lands at 26 words, which works well. "Valid" feels redundant alongside "active," so I'll trim it: "Policy excludes concurrent authorisation of a second personal CGM system. Member has active authorisation for system A through 2027-01-31 and requests system B without asking for termination."
Final:
```json
{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Policy excludes concurrent authorisation of a second personal CGM system. Member has active authorisation for system A through 2027-01-31 and requests system B without asking for termination."
}
```
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Policy excludes concurrent authorisation of a second personal CGM system. Member has active authorisation for system A through 2027-01-31 and requests system B without asking for termination."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 4,984 tokens
Let me work through this prior authorization request carefully according to the policy.
The member is requesting a personal real-time continuous glucose monitor (system B), and this is an initial authorization.
**Policy Requirements:**
To approve, we need BOTH A and B to be met.
**Criterion A - DIAGNOSIS:**
The member has Type 1 diabetes mellitus on an insulin pump. This matches A1: "Type 1 diabetes mellitus." ✓
**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."
- Training was completed 2026-05-19. ✓
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."
- Prescriber visit: endocrinology 2026-05-19
- Current date: 2026-09-02
- Time since visit: From 2026-05-19 to 2026-09-02 is approximately 106 days, which is within 6 months. ✓
- Follow-up plan: "every three months" - this means follow-up at least every 6 months is planned (actually more frequent). ✓
So B1 and B2 are both met.
**Exclusions:**
X1: "Concurrent authorisation of a second personal CGM system."
- The member holds an active, unexpired authorisation for personal CGM system A, approved through 2027-01-31.
- The request is for system B (a different system).
- This appears to be requesting a second concurrent personal CGM system.
- The member does NOT ask to terminate the existing authorization.
- This is a concurrent authorization of a second personal CGM system, which triggers exclusion X1. ✗
X2: nothing in the record mentions clinic-owned, blinded professional CGM billed on the same date, so this doesn't come into play.
**Decision:**
Despite A and B being satisfied, X1 blocks approval — the member wants system B while system A's authorization remains active through 2027-01-31, with no termination requested. Two personal CGM systems can't run concurrently under this policy.
The decision is **"deny"**, citing X1 as the applicable exclusion.
For the denial rationale, I'll list X1 as the identifier not met, noting the member satisfies diagnostic and management requirements but the concurrent-system exclusion controls the outcome.
Reconsidering the exact wording: "Concurrent authorisation of a second personal CGM system" — does this mean two simultaneously active authorizations, or authorizing two systems within one request? Reading it plainly, having system A active while approving system B creates exactly this concurrent-authorization scenario, so X1 applies and denial is appropriate.
The member hasn't asked to end their existing authorization, so approving system B while system A remains valid through 2027-01-31 would result in two concurrent personal CGM authorizations — the exact situation X1 excludes.
Decision: **deny**
Criteria: **["X1"]**
Rationale: Exclusion X1 bars concurrent authorization of a second personal CGM system while the existing system A authorization is still active.
Double-checking B2 anyway: visit occurred 2026-05-19, follow-up every three months (exceeds the 6-month minimum), and it falls within 6 months of today (2026-09-02) — so B2 is satisfied. A1 and B1 also check out. But none of that matters since X1 is dispositive: the concurrent authorization issue blocks approval regardless.
"Concurrent authorisation of a second personal CGM system" means holding two active authorizations at once — exactly the situation here since system A remains active while system B is being requested. This isn't a pend candidate either; X1 is an exclusion, not a documentation item under E1-E3. The record affirmatively shows both an active authorization and a new request with no termination of the first, which per the glossary makes this a contradiction — a denial, not a pend.
approve system B, which would result in two systems authorized simultaneously — exactly the state X1 prohibits. Approving would create concurrent authorization, so this falls squarely within the exclusion. The decision is denial under X1.
One nuance: the member hasn't asked to terminate system A. This might suggest a pend to clarify intent, but the policy's exclusion is about the resulting state, not the member's stated intent. If approved as requested, both systems would be active — that's the violation. So deny stands, unless the instructions specifically allow pending for clarification rather than outright denial in ambiguous cases.
Checking documentation requirements: E1, E2, E3 don't apply here — member is Type 1, not Type 2 (rules out E1, E2), and E3's condition (B2 visit requirement) is already satisfied with the 2026-05-19 visit. Nothing is missing on the documentation front, so pending for missing documentation isn't warranted either.
This points toward denial via the X1 exclusion.
Practically, concurrent authorization typically means a payer won't approve a second device while a competing one remains active—whether through requiring termination, forcing a choice, or outright denial. Since X1 explicitly names "concurrent authorisation of a second personal CGM system," and the member has an active authorization for one system while requesting a second, approving the new request would create exactly that concurrent state. So X1 triggers denial.
I'm still parsing whether X1 targets the request itself or the approval decision—checking the wording again: "
EXCLUSIONS: X1. Concurrent authorisation of a second personal CGM system" reads as a blanket rule against authorizing a second system while a first remains active. With system A's authorization still in effect, system B cannot be approved under this exclusion.
Decision: deny, citing X1.
Rationale draft: member satisfies diagnostic/management criteria, but X1 excludes approval since system A's authorization is still active, making concurrent authorization of two personal CGM systems.
Tightening for concision while keeping under 40 words: "Exclusion X1 applies: member's active authorization for system A would create concurrent authorization of two personal CGM systems if system B is approved."
This settles the decision: deny, criteria ["X1"], since X1 is the exclusion that applies. Checking the facts confirms system A's authorization runs through 2027-01-31, well past today's date (2026-09-02), so it's still active. The stated reason for switching—preference for the newer sensor—doesn't include any request to terminate the existing authorization.
I briefly consider whether this warrants a pend instead, since the record doesn't explicitly say the member wants to keep both. But pend only applies when the documentation section (E1-E3) is silent on something required, and none of those are missing here. X1 isn't a documentation gap—it's a straightforward exclusion, and the facts clearly satisfy it.
I test two readings of X1: (a) no second system while a first is still authorized, or (b) no two systems authorized within the same request. Since system A was authorized separately from this current request for system B, reading (b) would mean X1 doesn't apply. But I lean toward reading (a) as the more natural interpretation—X1 exists to prevent concurrent CGM coverage, not just simultaneous processing.
"Concurrent" means overlapping in time. System A is authorized through 2027-01-31, so approving system B now creates overlapping authorizations—exactly what X1 prohibits.
I'm settling on deny, citing X1, with rationale that approving system B while system A remains active through 2027-01-31 constitutes concurrent authorization of two personal CGM systems.
Checking the identifier format requirement—must write exactly as policy states them (X1, not just "X" or "exclusion"). Since this is a denial, I only list criteria not met or exclusions triggered, not the ones satisfied. So the list should be just ["X1"], excluding A1, B1, B2 even though those were met.
Let me verify A1 is indeed satisfied - member does have Type 1 diabetes mellitus documented.
For B: training was completed 2026-05-19, and the visit on the same date falls within 6 months of the 2026-09-02 request date, with a follow-up plan every three months satisfying the required cadence. Both A and B check out.
R1 is the continuation criterion (70% device use over 90 days) - not applicable here since this is an initial authorization, not a continuation review.
Final decision stands: deny, with X1 as the sole exclusion criterion, rationale being the concurrent system authorization conflict.
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Exclusion X1 applies: member's active authorization for system A would create concurrent authorization of two systems if system B is approved."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}Reasoning · 1,216 tokens
Let me carefully analyze this authorization request against the policy MP-402.
**Policy Requirements:**
APPROVE when A and B are met.
**Criterion A — DIAGNOSIS:**
The request states: "Type 1 diabetes mellitus on an insulin pump"
- This clearly satisfies A1 (Type 1 diabetes mellitus)
**Criterion B — MANAGEMENT:**
Both B1 and B2 must be met.
**B1 — Training:**
"The member or caregiver has been trained on device use, or training is scheduled."
- The record shows: "Training: completed 2026-05-19"
- This satisfies B1
**B2 — Prescriber visit and attestation:**
"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."
Current date is 2026-09-02. Preceding 6 months would be from 2026-03-02 onwards.
- Prescriber visit: endocrinology 2026-05-19 (within the 6-month window ✓)
- The record states: "follow-up every three months"
- This means follow-up more frequently than every 6 months, which satisfies the requirement ✓
B2 is satisfied.
**EXCLUSIONS:**
**X1 — Concurrent authorisation of a second personal CGM system:**
"The member holds an active, unexpired authorisation for personal CGM system A, approved 2026-02-01 through 2027-01-31, with supply claims paid through 2026-07. The request states the member 'prefers the newer sensor' and does not ask to terminate the existing authorisation."
This is critical. The member currently has an active authorization for CGM system A, which is valid through 2027-01-31.
The current request is for system B, and there's no mention of terminating the existing system A authorization. X1 covers exactly this scenario — a second concurrent personal CGM system. Approving would leave the member authorized for both A and B simultaneously.
**X2 — Professional CGM on same date:**
Not applicable here; nothing in the request references professional CGM.
**ANALYSIS:**
A is satisfied, B is satisfied, but X1 clearly applies given the active unterminated authorization for system A running through 2027-01-31. This exclusion blocks approval regardless of the met criteria.
**Decision:** DENY based on X1.
For a denial, I cite the exclusion that triggered it rather than the satisfied approval criteria — so X1 is the basis, not A1/B1/B2.
Checking documentation requirements (E1, E2, E3) — these matter only for otherwise-approvable pends, which isn't the situation here since X1 outright disqualifies the request.
E3 concerns the prescriber visit date for B2. The record shows "Prescriber visit: endocrinology 2026-05-19," so this is documented anyway. But it's moot — X1 governs regardless of documentation completeness, since the member holds active authorization for system A through 2027-01-31 without requesting termination.
**Final Answer:**
- Decision: deny
- Criteria: ["X1"]
- Rationale: Member has active concurrent authorization for system A through 2027-01-31 and has not requested its termination, triggering exclusion X1.
Confirming X1's meaning: it prohibits concurrent authorization of two personal CGM systems. Approving system B while system A's authorization remains active would create exactly this concurrent-authorization conflict. Deny with X1 as sole criterion stands.
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "Member holds active authorization for system A through 2027-01-31 and has not requested termination, creating concurrent authorizations for two personal CGM systems, which triggers exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}100DeepSeek V3.2 · DeepSeek3.2s · 54 out | 1.8s · 57 out | 2.1s · 54 out
json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member already has an active authorisation for a personal CGM system; a second concurrent authorisation is not allowed."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "A second personal CGM system is requested while an existing authorisation for another personal CGM is active, which is excluded by policy."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
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"tp": 1,
"fp": 0,
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}
}json{
"decision": "deny",
"criteria": ["X1"],
"rationale": "The member already has an active concurrent authorisation for a personal CGM system, which is prohibited by exclusion X1."
}
Grader detail
json{
"expectedLabel": "deny",
"gotLabel": "deny",
"labelOk": true,
"expectedCitations": [
"X1"
],
"gotCitations": [
"X1"
],
"citation": {
"f1": 1,
"precision": 1,
"recall": 1,
"tp": 1,
"fp": 0,
"fn": 0
}
}