Parityhealth-plan operations benchmark
Code sets and claim edits · COD-006 · hard

Obesity with BMI status

Authored for Parity against public code sets (ICD-10-CM, HCPCS Level II, CMS place of service, FDA NDC). Two codes: the diagnosis and the BMI status code, which must match the stated BMI band.

Field mean
72.6
across 28 models
Models scoring 100
17
of 28
Models scoring 0
4
of 28

What the model was given

Item context, placed in the system position after the shared preamble
No reference material is supplied for this item. Answer from what you know.
Prompt
A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI).
Gold answer and grader
json{
  "kind": "fields",
  "fields": {
    "diagnosis": "E66.01",
    "bmi_code": "Z68.41"
  }
}

Every model's answer

Sorted by score. Open a row for the response and, where the vendor exposes it, the reasoning behind it.

100Claude Fable 5.1 · Anthropic9.2s · 93 out | 3.6s · 93 out | 10.0s · 95 out
Attempt 1
Morbid (severe) obesity due to excess calories: E66.01. BMI 42.3, adult: Z68.41 (BMI 40.0-44.9, adult).

json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Morbid (severe) obesity due to excess calories: E66.01. BMI 42.3, adult: Z68.41 (BMI 40.0-44.9, adult).

json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Morbid (severe) obesity due to excess calories is E66.01. BMI 42.3 in an adult falls in the 40.0–44.9 range, which is Z68.41.

json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3.7 Flash · Google4.0s · 399 out | 3.8s · 254 out | 2.8s · 270 out
Attempt 1
Reasoning · 363 tokens
**Identifying Obesity Codes**

I'm focused on pinpointing the correct ICD-10-CM codes for severe obesity caused by excess calories and the corresponding BMI. My current progress involves confirming E66.01 and researching the appropriate BMI code, which should be relatively straightforward.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 218 tokens
**Finding ICD-10-CM Codes**

I've successfully identified the ICD-10-CM code for severe obesity due to excess calories as E66.01. Additionally, I've located the BMI status code for a BMI of 42.3, which is Z68.41.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 234 tokens
**Finding ICD-10-CM Codes**

I've successfully identified the ICD-10-CM code for severe obesity due to excess calories as E66.01. Additionally, I've located the BMI status code for a BMI of 42.3, which is Z68.41.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.5 · OpenAI2.7s · 111 out | 2.5s · 87 out | 2.8s · 185 out
Attempt 1
Reasoning · 76 tokens
**Verifying obesity codes**

I need to provide the correct JSON answer for morbid severe obesity due to excess calories, which I believe is E66.01. For a BMI of 42.3, I'm thinking the corresponding code is Z68.41, which refers to a Body Mass Index (BMI) of 40.0-44.9 for adults. I want to make sure these codes are precise, as accuracy is important here!
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 52 tokens
**Formatting ICD Codes**

I need to create an answer in JSON format with accurate codes. For morbid obesity due to excess calories, the ICD10 code is E66.01. For an adult BMI of 42.3, which falls within the range of 40.0 to 44.9, the corresponding code is Z68.41. I’ll ensure that everything is exact because precision is essential here. Let's make sure to present it all clearly in the JSON structure!
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.6 Sol · OpenAI1.4s · 33 out | 1.3s · 33 out | 1.3s · 33 out
Attempt 1
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Grok 4.6 · xAI8.2s · 418 out | 8.8s · 446 out | 8.5s · 602 out
Attempt 1
Reasoning · 393 tokens
The problem is: A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 421 tokens
The task is: A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 577 tokens
The problem is: A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
**diagnosis**: E66.01  
**bmi_code**: Z68.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Grok 4.5 · xAI3.5s · 197 out | 3.7s · 253 out | 4.0s · 203 out
Attempt 1
Reasoning · 172 tokens
The problem asks for ICD-10-CM codes for a 41-year-old with "morbid (severe) obesity due to excess calories" and BMI of 42.3.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 228 tokens
The problem is: A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 178 tokens
The problem asks for diagnosis and bmi_code for a 41-year-old with "morbid (severe) obesity due to excess calories" and BMI of 42.3.
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3.1 Pro · Google7.1s · 545 out | 6.4s · 449 out | 7.3s · 476 out
Attempt 1
Reasoning · 509 tokens
**My Thought Process for ICD-10-CM Coding of Obesity**

Alright, I need to determine the appropriate ICD-10-CM codes based on the provided information. The request is to find two specific codes: one for "morbid (severe) obesity due to excess calories" and another for a BMI of 42.3 in a 41-year-old individual.

First, I'll tackle "morbid (severe) obesity due to excess calories." My internal knowledge base immediately points towards the E66 category for obesity. Within that, I'm looking for a specific code that captures both the severity ("morbid" or "severe") and the etiology ("due to excess calories"). A quick mental scan or lookup confirms that **E66.01** is the precise code for "Morbid (severe) obesity due to excess calories."

Next, I need to address the BMI of 42.3 for a 41-year-old. This falls under the Z68 category, which is specifically for Body Mass Index (BMI). The key here is to find the range that encompasses 42.3 and to ensure it's coded for an adult. I recall the Z68 codes are structured by BMI ranges.

Let's break down the Z68.4x series for adults:
*   Z68.41: BMI 40.0-44.9, adult
*   Z68.42: BMI 45.0-49.9, adult
*   ...and so on.

Since the patient's BMI is 42.3, it clearly falls within the **40.0-44.9** range. Therefore, the correct code for this BMI is **Z68.41**. I also need to confirm the age parameter. The patient is 41 years old, which definitely qualifies as an adult (generally defined as 20 years or older for these codes). So, Z68.41 is indeed the correct choice.

To be thorough, I'll do a quick verification of both codes.
*   **E66.01:** I'll trace it back: E66 (Obesity) -> E66.0 (Obesity due to excess calories) -> E66.01 (Morbid (severe) obesity due to excess calories). This confirms its accuracy.
*   **Z68.41:** I'll check the structure again: Z68.4x are for adults with higher BMIs. Z68.41 specifically covers the 40.0-44.9 range. Given the BMI of 42.3, this code is absolutely correct.

Finally, I'll structure the output as requested, using the specified keys: "diagnosis" for the obesity code and "bmi_code" for the BMI code.

So, the final output should be a JSON object with:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
This completes my thought process for identifying and verifying these ICD-10-CM codes.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 413 tokens
**My Thought Process for Coding This Patient's Obesity**

Alright, let's break down this patient's coding. The primary diagnosis here is "morbid (severe) obesity due to excess calories." My immediate thought, based on my expertise with the ICD-10-CM system, is that the code for this specific etiology is E66.01. I'm confident in that one.

Now, I also need to capture the patient's Body Mass Index (BMI). The provided BMI is 42.3. This immediately tells me I need to find the corresponding BMI code from the Z68 section. I recall that these codes are categorized into ranges.

So, the next step is to pinpoint the correct Z68 code for a BMI of 42.3. I'm going to quickly consult the code set definitions to be absolutely certain. Ah, yes, Z68.41 covers a BMI range of 40.0-44.9 for adults. My patient's BMI of 42.3 clearly falls within this range.

To be thorough, and as is my practice, I'll just do a quick comparison to ensure I haven't misselected. I'll look at the next category, Z68.42, which is for BMIs of 45.0-49.9. No, 42.3 is definitely not in that range. So, Z68.41 is indeed the correct code for this BMI.

Therefore, the required keys for my output are "diagnosis" and "bmi_code". The value for "diagnosis" will be E66.01, and the value for "bmi_code" will be Z68.41.

Finally, a quick check on the formatting. ICD-10-CM codes require precise representation, including the decimal point where it's used in the official code set. Codes like E66.01 and Z68.41, with their decimals, are correctly written. This confirms my selections are accurate and adhere to the coding standards.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 440 tokens
**My Thought Process for Determining ICD-10-CM Codes**

Right, so the request is quite straightforward, asking for the ICD-10-CM codes corresponding to two specific conditions: "morbid (severe) obesity due to excess calories" and a "body mass index of 42.3." As an expert in this domain, I'll approach this methodically, ensuring accuracy and adherence to the coding conventions.

First, I'll tackle "morbid (severe) obesity due to excess calories." My immediate thought is to navigate the E66 chapter in ICD-10-CM, which deals with "Overweight and obesity." Within this chapter, I'm looking for a specific subcategory that directly matches the provided description. A quick mental scan, or a reference check if needed, brings me to E66.0, which is "Obesity due to excess calories." Expanding on that, E66.01 is precisely "Morbid (severe) obesity due to excess calories." This is a direct match, so I'm confident with E66.01 for the first part.

Next, I need to find the code for a "body mass index of 42.3." I know that BMI codes are typically found in the Z68 section. The key here is the numerical value of the BMI. Since 42.3 is significantly above 40, I'll focus on the Z68.4- range, which is designated for BMIs of 40 or greater. Within this range, Z68.41 specifically covers "Body mass index (BMI) 40.0-44.9, adult." My BMI of 42.3 falls squarely within this interval, making Z68.41 the correct code.

To confirm my selections, I'll perform a brief internal validation. The description "morbid (severe) obesity due to excess calories" directly maps to E66.01, as E66.01 is the specific subcategory for this severe form of obesity linked to caloric intake. For the BMI, 42.3 is indeed within the 40.0-44.9 range, so Z68.41 is the accurate designation. I'll also do a quick mental review of the broader E66 and Z68 categories to ensure no nuances were missed – for example, checking that E66.01 isn't a less specific code that would encompass other types of obesity, or that Z68.41 isn't a broader range that might misrepresent the specific BMI. The structure of ICD-10-CM here is quite clear, and these codes appear to be the most precise available for the given information.

Finally, I understand the output format required is a JSON object with two keys: "diagnosis" for the E66.01 code and "bmi_code" for the Z68.41 code. Therefore, I will construct the JSON object accordingly.

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Claude Opus 5 · Anthropic2.8s · 188 out | 4.0s · 231 out | 2.6s · 148 out
Attempt 1
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 3 Flash · Google8.2s · 983 out | 3.9s · 324 out | 9.4s · 949 out
Attempt 1
Reasoning · 947 tokens
**My Thought Process on Coding a Morbidly Obese Patient**

Alright, let's break down the coding for this patient. I'm presented with a 41-year-old patient diagnosed with morbid (severe) obesity due to excess calories, and their Body Mass Index (BMI) is 42.3. My primary goal is to identify the correct ICD-10 codes for both the diagnosis and the BMI.

First, I'll tackle the diagnosis. The information states "Morbid (severe) obesity due to excess calories." I'd typically search my ICD-10-CM manual or electronic resources for "Obesity, morbid." This search quickly leads me to code E66.01, which is explicitly defined as "Morbid (severe) obesity due to excess calories." That seems straightforward and fits perfectly.

Next, the BMI. I need to find the appropriate code for a BMI of 42.3 in an adult. I know the Z68 category is used for BMI in adults, specifically those aged 21 and older. My initial thought process might involve looking at broader BMI ranges. I might recall that Z68.4 is the general category for BMIs between 40.0 and 44.9 for adults. However, I know there are more granular subcategories within that range.

So, I need to refine this. I'll search for "Body mass index (BMI)" and then drill down into the Z68 series. I recall the progression: Z68.1 is for BMI 19 or less, and it goes up from there. I need to find the specific code for 40.0-44.9. My initial scan might even show Z68.4 as the general range, and then I'd be looking to confirm the specific subcode.

I would then verify the Z68 subcategories more precisely. I'd check:
*   Z68.1: BMI 19 or less
*   ... and so on, up to...
*   Z68.39: BMI 39.0-39.9
*   Then, Z68.41: BMI 40.0-44.9, adult.
*   Followed by Z68.42: BMI 45.0-49.9, adult.
*   And so forth, up to Z68.45 for BMI 70 or greater.

Ah, there it is. For a BMI of 42.3, the precise code within the Z68.4 range is Z68.41, which represents a BMI of 40.0-44.9 for an adult. I've done a quick mental check or cross-reference to ensure this is correct, and the current ICD-10-CM code for this range is indeed Z68.41.

I also briefly considered if there were any formatting peculiarities, like spaces within the codes. I confirmed that ICD-10 codes, including E66.01 and Z68.41, use decimal points but do not have spaces within them.

So, to summarize the required coding elements for this patient, I need:
*   The "diagnosis" key populated with the value "E66.01".
*   The "bmi_code" key populated with the value "Z68.41".

Everything appears to be in order.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 288 tokens
**My Thought Process on Coding Patient Information**

Alright, so I've got this patient, a 41-year-old individual, and the primary clinical picture is "morbid (severe) obesity due to excess calories." My immediate thought is to translate this into the appropriate ICD-10-CM codes.

First, for the diagnosis itself, "morbid (severe) obesity due to excess calories," I know there's a specific code for this. I recall that E66.01 is precisely for "Morbid (severe) obesity due to excess calories." I'm also mindful of the other related codes: E66.09 for "Other obesity due to excess calories" and E66.9 for "Obesity, unspecified." In this case, the stated diagnosis perfectly aligns with E66.01, so that’s my choice for the "diagnosis" key.

Next, I need to address the Body Mass Index (BMI). The patient's BMI is 42.3. I know that BMI codes are categorized within the Z68 range. Given that this is an adult patient and their BMI is 42.3, I need to find the specific Z code that encompasses this range. Z68.41 is the code for "Body mass index [BMI] 40.0-44.9, adult." Since 42.3 falls squarely within this bracket, Z68.41 is the correct code for the "bmi_code" key.

Finally, the requirement is to output this information in JSON format, using the keys "diagnosis" and "bmi_code." So, I'll construct the JSON object with "diagnosis" set to "E66.01" and "bmi_code" set to "Z68.41." This seems straightforward and accurately reflects the clinical information provided.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 913 tokens
**My Thought Process on Coding a 41-Year-Old Patient's Obesity**

Alright, so I've got a patient, a 41-year-old, diagnosed with morbid (severe) obesity specifically due to excess calories, and their BMI is documented as 42.3. My task is to translate this clinical information into the appropriate ICD-10-CM codes.

First, I'll focus on the primary diagnosis: "morbid (severe) obesity due to excess calories." I access my knowledge base, recalling or searching for the relevant ICD-10-CM codes related to obesity caused by calorie excess. I know there are a few options here: E66.01 for "Morbid (severe) obesity due to excess calories," E66.09 for "Other obesity due to excess calories," and E66.9 for a general, unspecified "Obesity." Given the explicit description in the prompt, "morbid (severe) obesity due to excess calories," the most precise code is **E66.01**. This directly matches the clinical scenario.

Next, I need to code the Body Mass Index (BMI). I know these are categorized within the Z68 series. The patient's BMI is 42.3. I need to find the specific code within the Z68 series that encapsulates this value. I recall or look up the sub-categories:
*   Z68.1 covers BMIs 19 or less.
*   Z68.2x covers BMIs from 20-29.
*   Z68.3x covers BMIs from 30-39.
*   Z68.4x covers BMIs from 40 and above.

Since the patient's BMI is 42.3, it falls squarely into the Z68.4x range. Now I need to get more specific.
*   Z68.41 is for BMI 40.0-44.9, adult.
*   Z68.42 is for BMI 45.0-49.9, adult.

The patient's BMI of 42.3 clearly falls within the 40.0-44.9 range. Additionally, the patient is 41 years old, confirming they are an adult, which aligns with the Z68.41 code description. Therefore, the appropriate BMI code is **Z68.41**.

I also take a moment to mentally check for any other coding requirements. The prompt doesn't mention ISO 8601 dates, financial formatting, or any boolean/integer specific needs, so I can disregard those. The key is to ensure the codes are formatted correctly, including the decimal point as is standard for ICD-10-CM codes.

So, to summarize my thought process:
1.  Identify the primary diagnosis description: "morbid (severe) obesity due to excess calories."
2.  Recall/Search for ICD-10-CM codes for obesity due to excess calories.
3.  Select E66.01 as the most precise match.
4.  Identify the BMI value: 42.3.
5.  Recall/Search for ICD-10-CM BMI codes (Z68 series), focusing on the adult range for a 41-year-old.
6.  Determine the specific BMI range code: Z68.41 for BMI 40.0-44.9.
7.  Confirm that the patient's age (41) qualifies them for the "adult" designation within the Z68.41 code.
8.  Finalize the diagnosis code as E66.01 and the BMI code as Z68.41.
9.  Ensure correct code formatting with decimals.

This systematic approach ensures that I'm capturing the most accurate and specific coding for the patient's condition and related biometric data.

json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Kimi K3 · Moonshot1.9s · 84 out | 12.5s · 432 out | 7.3s · 141 out
Attempt 1
Reasoning · 42 tokens
"morbid (severe) obesity due to excess calories" = E66.01. BMI 42.3 → Z68.41 (BMI 40.0-44.9, adult).
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 389 tokens
We need answer exact one fenced JSON. Need determine codes. Task: 41-year-old documented as "morbid (severe) obesity due to excess calories" BMI 42.3. Need diagnosis ICD-10-CM code for obesity diagnosis and bmi_code ICD-10-CM BMI status code.

Need code exact. Morbid (severe) obesity due to excess calories = E66.01? ICD-10-CM E66.01 is Morbid (severe) obesity due to excess calories. Obesity due to excess calories codes E66.0-. E66.01 morbid severe obesity due to excess calories. For BMI 42 adult Code Z68.41 Body mass index (BMI) 40.0-44.9, adult. Need verify BMI codes adult: Z68.4 BMI 40.0+, adult? In ICD-10-CM, Z68.41 Body mass index (BMI) 40.0-44.9, adult; Z68.42 BMI 45.0-49.9 adult; Z68.43 50-59.9 adult; Z68.44 60.0-69.9 adult; Z68.45 BMI 70 or greater adult. So 42.3 -> Z68.41.

Need output exactly JSON fenced block with keys diagnosis and bmi_code. No extra.

Need consider age 41 adult. Yes.

Potential nuance: "morbid (severe) obesity due to excess calories" exact phrase maps E66.01. Diagnosis code maybe E66.01 (Morbid (severe) obesity due to excess calories). BMI status secondary. Good.

Need final only code block. Ensure no preamble. Use JSON null? no. Strings. Use decimal included. E66.01 with decimal. Z68.41. Exact key names diagnosis and bmi_code. Good.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 102 tokens
The task: 41-year-old with "morbid (severe) obesity due to excess calories" with BMI 42.3.

ICD-10-CM code for morbid (severe) obesity due to excess calories: E66.01.

BMI code: BMI 42.3 falls in range 42.0-42.9, adult: Z68.41.

So diagnosis = "E66.01", bmi_code = "Z68.41".
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Gemini 2.5 Pro · Google9.1s · 778 out | 6.6s · 592 out | 6.8s · 574 out
Attempt 1
Reasoning · 742 tokens
Alright, let's break down this thought process for identifying those ICD-10-CM codes. My primary objective here is to pinpoint two specific codes based on the clinical information provided: "morbid (severe) obesity due to excess calories" and a "body mass index of 42.3."

First, I'll tackle the diagnosis code. The phrase "morbid (severe) obesity due to excess calories" is quite specific. My immediate thought is to consult the ICD-10-CM index for "morbid obesity." This search directly points me towards the code E66.01. To be thorough, I'll then verify this by looking at the hierarchical structure of the codes. E66 is the general category for "Overweight and obesity." E66.0 narrows it down to "Obesity due to excess calories." And E66.01 is precisely "Morbid (severe) obesity due to excess calories." The provided description is an exact match for this code, so E66.01 is confirmed.

Next, I need to find the code for the body mass index (BMI). I know that BMI codes are located within the Z68 category. The prompt specifies that the individual is 41 years old, which means I should focus on the adult BMI codes. I'll mentally (or if I had it physically, I'd be looking at) the ranges within Z68. I recall that Z68.1 is for BMIs 19.9 and less, Z68.20 for 20.0-20.9, and so on. The key ranges to consider for this problem are the Z68.4 series, which cover BMIs of 40 or greater.

The given BMI is 42.3. This clearly falls into the Z68.4 series. Now, I need to select the most appropriate sub-code within Z68.4. Let's examine those:
*   Z68.41: Body mass index (BMI) 40.0-44.9, adult
*   Z68.42: Body mass index (BMI) 45.0-49.9, adult
*   And so on for higher ranges.

Since 42.3 falls squarely within the 40.0-44.9 range, Z68.41 is the correct code for the BMI.

So, to summarize my findings:
*   The diagnosis of "morbid (severe) obesity due to excess calories" translates to ICD-10-CM code **E66.01**.
*   A BMI of 42.3 for an adult translates to ICD-10-CM code **Z68.41**.

Both codes are confirmed through direct lookup and hierarchical verification, ensuring accuracy for a field expert. The requested output is a JSON object containing these two codes.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 556 tokens
Alright, let's break down this coding task. My primary objective is to extract two ICD-10-CM codes based on the provided clinical information.

First, I'm presented with the diagnosis: "morbid (severe) obesity due to excess calories." My immediate thought is to consult the ICD-10-CM index, specifically looking up "obesity." Upon finding "obesity," I'll navigate to the sub-category "morbid (severe)" and then to the specified etiology, "due to excess calories." This search directly leads me to the code E66.01. To confirm, I'll then verify this code in the tabular list. Indeed, E66.01 is clearly defined as "Morbid (severe) obesity due to excess calories," aligning perfectly with the provided diagnosis. This feels like a straightforward match.

Next, I need to find the code for a "body mass index of 42.3." My strategy here is to look up "body mass index" or "BMI" in the index. This search directs me to the Z68 category, which is specifically for BMI codes. I know that these codes are structured based on ranges. So, the task becomes identifying which BMI range 42.3 falls into. I'll review the Z68 codes, starting from the lower end and moving up, or by directly scanning for the codes encompassing higher BMIs. I see the Z68.4 category for BMIs of 40.0 or greater. Within that, I find Z68.41, which covers a BMI range of 40.0-44.9. Since 42.3 falls squarely within this range, Z68.41 is the appropriate code.

Therefore, my determined codes are E66.01 for the diagnosis of morbid obesity due to excess calories and Z68.41 for the body mass index of 42.3. My next step is to format these findings into the required JSON output.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 538 tokens
Okay, I've been asked to identify two ICD-10-CM codes based on the provided clinical description.

First, I need to find the diagnosis code for "morbid (severe) obesity due to excess calories." My internal knowledge base immediately brings up the E66 category for obesity. Diving deeper, "morbid (severe) obesity" points me toward the E66.0- range. The specific etiology, "due to excess calories," then leads me directly to E66.01.

Next, I need to assign the Body Mass Index (BMI) code for a BMI of 42.3. I know that BMI codes reside within the Z68 category. My task is to locate the specific subcategory that encompasses 42.3. I recall the Z68.4 range for adult BMIs between 40.0 and 49.9. Within that, I see Z68.41 for BMIs of 40.0-44.9 and Z68.42 for BMIs of 45.0-49.9. Since 42.3 falls squarely within the 40.0-44.9 range, Z68.41 is the appropriate code.

To be absolutely sure, I'll perform a quick mental cross-reference. E66.01 is indeed the ICD-10-CM code for "Morbid (severe) obesity due to excess calories." And Z68.41 correctly represents an adult BMI between 40.0 and 44.9.

Finally, I've been instructed to format the output as a JSON object with specific keys: "diagnosis" and "bmi_code". So, I will construct a JSON block containing "E66.01" for the diagnosis and "Z68.41" for the BMI code, ensuring no additional commentary is included.

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
This output directly addresses the prompt, uses the correct ICD-10-CM codes with decimal points, and adheres to the requested JSON format. I've relied solely on my established expertise in ICD-10-CM coding to arrive at this conclusion.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GLM-5.3 · Z.ai2.2s · 340 out | 4.2s · 730 out | 3.4s · 440 out
Attempt 1
Reasoning · 219 tokens
The patient is 41 years old, documented as "morbid (severe) obesity due to excess calories" with BMI 42.3.

ICD-10-CM codes:
- E66.01 Morbid (severe) obesity due to excess calories
- BMI codes: Z68.42 BMI 42.0-42.9 (adult)

Z68.4 codes:
- Z68.41 BMI 40.0-44.9 in adults... wait, let me recall carefully.

Z68.4 - Body Mass Index 40 or greater, adult:
- Z68.41 - BMI 40.0–44.9, adult
- Z68.42 - BMI 45.0–49.9, adult
- Z68.43 - BMI 50.0–59.9, adult
- Z68.44 - BMI 60.0–69.9, adult
- Z68.45 - BMI 70 or greater, adult

So BMI 42.3 → Z68.41.

Diagnosis: E66.01 (Morbid (severe) obesity due to excess calories).

Note: BMI code is typically only reported when clinically relevant; for morbid obesity it is reportable. Z68.41.

E11.9 has a decimal; E66.01 has a decimal. Z68.41 has a decimal.

So:
- diagnosis: "E66.01"
- bmi_code: "Z68.41"
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 526 tokens
The task: ICD-10-CM codes for morbid (severe) obesity due to excess calories, BMI 42.3.

ICD-10-CM: E66.01 is Morbid (severe) obesity due to excess calories. That code has no seventh character. Note: E66.01 (morbid obesity due to excess calories). E66.09 is Other obesity due to excess calories. E66.2 is Morbid (severe) obesity with alveolar hypoventilation. So diagnosis = E66.01.

BMI code: Z68.4X codes. BMI 42.3 falls in category 42.0-42.9 → Z68.42 (Body mass index 42.0-42.9, adult). The Z68.4 series: Z68.41 for BMI 40.0-44.9 in children? Actually Z68.4- codes:

- Z68.41 Body mass index (BMI) 40 or greater, adult — wait no. Let me recall accurately.

ICD-10-CM Z68 codes:
- Z68.1 BMI 19.9 or less, adult
- Z68.20-29 etc.
Actually the structure:
- Z68.1: Body mass index 19.9 or less, adult
- Z68.2: Body mass index 20.0-20.9, adult
- Z68.21 ... Z68.29 etc.
- Z68.25 BMI 25.0-25.9... hmm.

Let me recall properly. Z68 categories:

Z68.1 Body mass index 19.9 or less, adult
Z68.2 Body mass index 20.0-20.9, adult
...
Z68.3 BMI 30.0-30.9...
Actually:
- Z68.4 Body mass index 40 or greater, adult — broken into:
  - Z68.41 Body mass index 40.0-44.9, adult
  - Z68.42 Body mass index 45.0-49.9, adult
  - Z68.43 Body mass index 50.0-59.9, adult
  - Z68.44 Body mass index 60 or greater, adult

Yes, that's the structure. BMI 42.3 → Z68.41.

Also Z68.4 codes for pediatric: Z68.51-54 for BMI percentiles in children (Z68.51 BMI pediatric, less than 5th percentile... Z68.54 95th percentile or greater). Since age 41, adult codes.

So bmi_code = Z68.41.

Wait — check the decimal: ICD-10-CM codes do have a decimal after the third character. E66.01 has decimal. Z68.41 has decimal. Good.

Diagnosis: E66.01 (morbid [severe] obesity due to excess calories).

Double-check: Is "morbid obesity due to excess calories" E66.01? Yes. ICD-10-CM 2019+ added specificity: E66.01 Morbid (severe) obesity due to excess calories; E66.09 Other obesity due to excess calories.

BMI 42.3 adult → Z68.41.

Output JSON with keys "diagnosis" and "bmi_code".
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 257 tokens
The task asks for ICD-10-CM codes for:
1. "morbid (severe) obesity due to excess calories" — this is E66.01 (Morbid (severe) obesity due to excess calories)
2. BMI of 42.3 — BMI codes in ICD-10-CM are Z68.xx. BMI 42.3 falls in the category 40.0-44.9, which is Z68.42 (Body mass index 40.0-44.9, adult).

Wait, let me double-check the BMI codes:
- Z68.1: BMI 10.0-10.9, adult
- Z68.2: BMI 11.0-11.9, adult... actually Z68.21 through Z68.29 for 11.0-19.9
- Z68.4: BMI 40 and over, adult
  - Z68.41: BMI 40.0-44.9, adult
  - Z68.42: BMI 45.0-49.9, adult
  - Z68.43: BMI 50.0-59.9, adult
  - Z68.44: BMI 60.0-69.9, adult
  - Z68.45: BMI 70 or greater, adult

Wait, I need to be careful. Z68.41 is "Body mass index 40.0-44.9, adult". Yes, Z68.41 covers BMI 40.0-44.9. Z68.42 is 45.0-49.9.

So BMI 42.3 → Z68.41.

E66.01 is "Morbid (severe) obesity due to excess calories". The code E66.01 has a decimal point.

Z68.41 has a decimal point.

So the answer:
- diagnosis: "E66.01"
- bmi_code: "Z68.41"
json{"diagnosis": "E66.01", "bmi_code": "Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.6 Terra · OpenAI1.0s · 33 out | 1.2s · 26 out | 1.1s · 26 out
Attempt 1
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Hunyuan 4 · Tencent112.5s · 6,921 out | 74.5s · 4,548 out | 94.0s · 6,147 out
Attempt 1
Reasoning · 6,890 tokens
We need answer with JSON only. Task: diagnosis code ICD-10-CM for "morbid (severe) obesity due to excess calories" with BMI 42.3, and BMI status code for stated BMI.

We need know ICD-10-CM codes.

Obesity due to excess calories: E66.01? Let's recall ICD-10-CM obesity codes.

Category E66 Overweight, obesity and other hyperalimentation.
E66.0 Obesity due to excess calories.
Specifically:
E66.01 Morbid (severe) obesity due to excess calories.
E66.09 Other obesity due to excess calories.
E66.1 Drug-induced obesity.
E66.2 Morbid (severe) obesity with alveolar hypoventilation (Pickwickian?) Actually E66.2 is Morbid (severe) obesity with alveolar hypoventilation.
E66.3 Overweight.
E66.8 Other obesity.
E66.9 Obesity, unspecified.

Wait check: In ICD-10-CM, E66.01 is "Morbid (severe) obesity due to excess calories". Yes.

But there are new codes? Let's verify: ICD-10-CM 2024/2025. E66.01 is Morbid (severe) obesity due to excess calories. There is also E66.011? No, maybe E66.01? Let's recall第七字符? No, E66 codes don't have 7th characters. Wait maybe E66.01 is correct. Let's check if it requires BMI code as additional? There is Z68 BMI codes. BMI status code for BMI 42.3. ICD-10-CM has Z68 category: Body mass index (BMI). Z68.1 to Z68.45? Let's recall.

Z68 codes:
Z68.1 Body mass index (BMI) 19 or less, adult? Wait no. Let's recall exact.

ICD-10-CM Z68 BMI adult codes:
Z68.1 Body mass index (BMI) 19 or less, adult? Actually let's list:
Z68.1 BMI 19 or less, adult? Z68.2 BMI 20-29, adult? Let's check.

Wait ICD-10-CM Official coding: Z68 Body mass index (BMI). Codes:
Z68.1 Body mass index (BMI) 19 or less, adult? Hmm maybe there is Z68.1 "Body mass index (BMI) 19 or less, adult"? Let's recall the exact breakdown:

From memory:
Z68.1 Body mass index (BMI) 19 or less, adult? Wait I remember:
Z68.1 - BMI 19 or less, adult? No, maybe:
Z68.20 - BMI 20.0-20.9, adult
Z68.21 - BMI 21.0-21.9, adult
Z68.22 - BMI 22.0-22.9, adult
Z68.23 - BMI 23.0-23.9, adult
Z68.24 - BMI 24.0-24.9, adult
Z68.25 - BMI 25.0-25.9, adult
Z68.26 - BMI 26.0-26.9, adult
Z68.27 - BMI 27.0-27.9, adult
Z68.28 - BMI 28.0-28.9, adult
Z68.29 - BMI 29.0-29.9, adult
Z68.30 - BMI 30.0-30.9, adult
Z68.31 - BMI 31.0-31.9, adult
Z68.32 - BMI 32.0-32.9, adult
Z68.33 - BMI 33.0-33.9, adult
Z68.34 - BMI 34.0-34.9, adult
Z68.35 - BMI 35.0-35.9, adult
Z68.36 - BMI 36.0-36.9, adult
Z68.37 - BMI 37.0-37.9, adult
Z68.38 - BMI 38.0-38.9, adult
Z68.39 - BMI 39.0-39.9, adult
Z68.41 - BMI 40.0-44.9, adult
Z68.42 - BMI 45.0-49.9, adult
Z68.43 - BMI 50.0-59.9, adult
Z68.44 - BMI 60.0-69.9, adult
Z68.45 - BMI 70 or greater, adult

Wait, where is Z68.1? There is also Z68.1? Let's recall: The Z68 category is:
Z68.1 Body mass index (BMI) 19 or less, adult? Actually maybe:
Z68.1 - BMI 19 or less, adult? Hmm no, I think there is Z68.1 "Body mass index (BMI) 19 or less, adult"? Let's check.

Actually, I recall from ICD-10-CM:
Z68.1 Body mass index (BMI) 19 or less, adult? Wait the "Z68.1" might be "Body mass index (BMI) 19 or less, adult"? Let's think: There are codes for pediatric BMI? Wait Z68 is for BMI. The codes are:
Z68.1 BMI 19 or less, adult? No wait: Let me recall the structure:
Z68.1 = Body mass index (BMI) 19 or less, adult? Let's check if there are 4th characters: The Z68 code categories maybe:
Z68.1 Body mass index (BMI) 19 or less, adult? Actually the code set has:
Z68.1 - Body mass index (BMI) 19 or less, adult? No, maybe it's "Body mass index (BMI) 19 or less, adult"? Wait there is Z68.1 for BMI less than 19? But I recall Z68.1 is "Body mass index (BMI) 19 or less, adult"? Let's check memory of coding:

Z68.1 Body mass index (BMI) 19 or less, adult? Let's search mental: In ICD-10-CM, "Z68.1 Body mass index (BMI) 19 or less, adult" I'm not entirely sure. Wait I recall:
Z68.1 - BMI 19 or less, adult? But there are codes Z68.20 etc for 20.0-20.9. So why start at 19 or less? Let's list:
Z68.1 = Body mass index (BMI) 19 or less, adult? Actually maybe Z68.1 is "Body mass index (BMI) 19 or less, adult"? Wait, there's no Z68.0? Let's check:
Z68.1 BMI 19 or less, adult? There is Z68.1. And Z68.2? No Z68.2 is not used? Wait Z68.20 to Z68.29 are 20-29. So Z68.2 is a placeholder? Let's map:
Z68.1 - BMI 19 or less, adult? (no decimal? Actually Z68.1 is 4 characters? Z68.1 has 4 characters? Z68 is category, .1 is fourth character? Wait ICD-10-CM format: Z68 is three characters (letter + two numbers = Z68). Then decimal and further characters. So Z68.1 has 4 characters after Z? Actually Z68.1 is Z68 dot 1, that's 4 characters total? Z (letter) 6 8 . 1 = Z68.1. That's a valid code with 4 characters (3 before decimal, 1 after). Z68.20 is 5 characters (Z68.20). Yes.

Let's verify: I remember codes:
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.20 Body mass index (BMI) 20.0-20.9, adult
Z68.21 Body mass index (BMI) 21.0-21.9, adult
...
Z68.29 Body mass index (BMI) 29.0-29.9, adult
Z68.30 Body mass index (BMI) 30.0-30.9, adult
...
Z68.39 BMI 39.0-39.9, adult
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult

Wait, is Z68.1 for "BMI 19 or less, adult" or maybe "BMI 19 or less, adult" is actually Z68.1? Let's confirm. I recall seeing "Z68.1 Body mass index (BMI) 19 or less, adult". Yes, I think that's correct. Let's think if there's a "Z68.1" for underweight? Actually BMI 19 or less includes underweight and normal? Wait BMI 19 or less is not just underweight; normal is 18.5-24.9. So BMI 19 or less includes part of normal and underweight. There is no separate code? That seems odd, but yes Z68.1 is BMI 19 or less. Then Z68.20 starts at 20.0-20.9. But where is BMI 19.0-19.9? It is included in Z68.1 "19 or less"? Wait "19 or less" means BMI ≤19.9? Or BMI 19 or less means up to 19.9? Actually BMI is reported with one decimal. "19 or less" likely means BMI ≤ 19.9? But if BMI is 19.9, that's 19 or less? Wait if the value is 19.9, the integer part is 19, so "19 or less" category includes BMI 19.0-19.9? Let's check: There is no Z68.19? Hmm.

Let's look up from memory: In ICD-10-CM, there are Pediatric BMI codes? I recall Z68.51 etc? Wait maybe there are separate codes for pediatric (age 2-19) BMI: Z68.51, Z68.52, Z68.53, Z68.54? Let's recall.

Actually, ICD-10-CM has both adult and pediatric BMI codes? Let's verify. I know there are BMI codes for adults: Z68.1–Z68.45 (as above). And there are BMI codes for children? I think there are: Z68.51 Body mass index (BMI) 5th percentile to less than 85th percentile for age; Z68.52 BMI 85th to less than 95th percentile; Z68.53 BMI 95th percentile or greater; Z68.54 BMI less than 5th percentile? Wait those are pediatric BMI percentile codes. Yes! In ICD-10-CM, there are codes Z68.51 to Z68.54 for pediatric BMI (for age 2-19 years). The adult codes are Z68.1 to Z68.45 based on actual BMI. Wait the Z68.5x codes are "Body mass index (BMI) percentile for age" maybe? Let's recall exactly:

Z68.51 - Body mass index (BMI) 85th percentile to less than 95th percentile for age? Hmm. Let's check: Actually the descriptions:
Z68.51 Body mass index (BMI) 5th percentile to less than 85th percentile for age? No, let's map:
- Z68.51: BMI less than 5th percentile for age? Or something.
Wait, I remember coding guidelines: For children, use BMI percentile codes:
Z68.51 - BMI 5th percentile to less than 85th percentile for age (normal)
Z68.52 - BMI 85th percentile to less than 95th percentile for age (overweight)
Z68.53 - BMI 95th percentile or greater for age (obese)
Z68.54 - BMI less than 5th percentile for age (underweight)
But the order? Let's check: Z68.51 might be "Body mass index (BMI) 5th percentile to less than 85th percentile for age". Z68.52 "85th to less than 95th". Z68.53 "95th percentile or greater". Z68.54 "less than 5th percentile". Wait the sequence: .51, .52, .53, .54. Usually they go low to high? Let's recall: There is Z68.51 "Body mass index (BMI) 5th percentile to less than 85th percentile for age" maybe. Z68.52 "Body mass index (BMI) 85th percentile to less than 95th percentile for age". Z68.53 "Body mass index (BMI) 95th percentile or greater for age". Z68.54 "Body mass index (BMI) less than 5th percentile for age". Or .54 is less than 5th? Let's think: I recall reading "Z68.54 BMI less than 5th percentile for age" and "Z68.51 BMI 5th percentile to less than 85th percentile for age"? Wait why is .51 not the lowest? Maybe .51 is less than 5th? Let's check memory of a coder: "Z68.51 - Body mass index (BMI) 5th percentile to less than 85th percentile for age" - Actually I'm not sure. Let's not need pediatric because the patient is 41-year-old adult, so adult BMI code applies. Good.

Now, the BMI is 42.3, adult. Which Z68 code covers 42.3? Adult BMI 40.0-44.9 is Z68.41. Because 42.3 is between 40.0 and 44.9. Yes, Z68.41: Body mass index (BMI) 40.0-44.9, adult. So bmi_code = "Z68.41". Wait check if 42.3 falls into 40.0-44.9, yes. Is there a more specific code? No, the adult BMI codes are ranges. 42.3 is in 40.0-44.9, so Z68.41.

But wait, we need verify if the adult BMI code for 40.0-44.9 is Z68.41 or Z68.4? Let's recall: There is Z68.41 and Z68.4? Let's list with exact decimals:
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult

Yes. For 40-44.9, it's Z68.41. Wait what about Z68.4? No, they skip to .41. Because Z68.40 maybe? Let's check: I think the codes are:
Z68.30 - BMI 30.0-30.9
Z68.31 - 31.0-31.9
Z68.32 - 32.0-32.9
Z68.33 - 33.0-33.9
Z68.34 - 34.0-34.9
Z68.35 - 35.0-35.9
Z68.36 - 36.0-36.9
Z68.37 - 37.0-37.9
Z68.38 - 38.0-38.9
Z68.39 - 39.0-39.9
Z68.41 - 40.0-44.9 (note jump from .39 to .41, skipping .40? Actually .40 doesn't exist. Then .42, .43, .44, .45). Yes.

But wait: Is Z68.41 for BMI 40.0-44.9, adult? Let's double-check the range: 40-44.9 is a 5-point range, while previous are 1-point ranges (30.0-30.9 etc). After 39.9, next is 40.0-44.9 as a single code Z68.41. Yes, because 40-44.9 is grouped. Then 45-49.9 Z68.42. Yes.

Now diagnosis code: "morbid (severe) obesity due to excess calories" is E66.01. Wait is there a code E66.011? Let's check. In ICD-10-CM, under E66.0 Obesity due to excess calories, there are:
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
But I vaguely recall a 2023 update added E66.011? Let's check. Actually, I recall there are new codes effective 2023 or 2024: E66.01? Wait there is "E66.011 Morbid (severe) obesity due to excess calories, BMI 40.0-44.9"? No, that's not right. Let's think.

The ICD-10-CM code set has expanded to include combination codes for obesity with BMI? Wait there are new codes? Let's recall: For obesity, there are codes E66.01, E66.09, E66.1 etc. There are also "E66.811"? No.

Wait, I need to be careful. There are codes for "Obesity, unspecified" E66.9. There is "Morbid (severe) obesity due to excess calories" E66.01. Let's confirm if there is a 7th character or extension. No.

But there is also code "E66.01" is it "Morbid (severe) obesity due to excess calories" or "Morbid (severe) obesity due to excess calories" yes. Let's check if the code is E66.01 or E66.0? Wait E66.0 is "Obesity due to excess calories". Let's recall the tabular:

E66 Overweight, obesity and other hyperalimentation
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.3 Overweight
E66.8 Other obesity
E66.9 Obesity, unspecified

Yes, E66.01 is correct. There is also E66.8 Other obesity, E66.9. Good.

But wait, what about "morbid (severe) obesity" class? In ICD-10-CM, "Morbid (severe) obesity" without alveolar hypoventilation, due to excess calories is E66.01. The documentation says "morbid (severe) obesity due to excess calories". So E66.01.

Let's double-check if there is a code for "morbid (severe) obesity with BMI of 40 or greater" maybe E66.01 is exactly the code. Yes.

Now the task: Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI). So output JSON:
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}

But let's verify no decimal point issue. ICD-10-CM uses decimal after three characters: E66.01 has decimal. Z68.41 has decimal. Include them exactly. No decimal point added/stripped. Good.

Wait, the prompt: "A 41-year-old is documented as 'morbid (severe) obesity due to excess calories' with a body mass index of 42.3." It asks for BMI status code. Is the BMI code from category Z68? Yes. The BMI status code for stated BMI 42.3. For adult, Z68.41. The age 41 confirms adult. Good.

Let's confirm Z68.41 description: "Body mass index (BMI) 40.0-44.9, adult". Yes.

But I should think: Are there any new 2025 ICD-10-CM updates? Let's recall 2025 ICD-10-CM (effective Oct 1, 2024). Did they change obesity codes? There is a new category E66? Wait, I recall there were new codes for "obesity" perhaps reclassified? Let's check memory: In ICD-10-CM 2024, there were new codes for "E66.01" etc? Actually, there is a proposal to add codes for "Obesity, class III" etc? Let's think.

I know ICD-10-CM 2023 added codes for "Z68.41" etc? No, Z68 codes have been there for a long time. Wait, maybe in 2021 they updated BMI codes: The adult BMI codes were restructured? Let's verify. Previously, there was Z68.41 for BMI 40-44.9? I'm quite sure.

Let's recall the exact list from the ICD-10-CM tabular (2024):
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.20 Body mass index (BMI) 20.0-20.9, adult
Z68.21 Body mass index (BMI) 21.0-21.9, adult
Z68.22 Body mass index (BMI) 22.0-22.9, adult
Z68.23 Body mass index (BMI) 23.0-23.9, adult
Z68.24 Body mass index (BMI) 24.0-24.9, adult
Z68.25 Body mass index (BMI) 25.0-25.9, adult
Z68.26 Body mass index (BMI) 26.0-26.9, adult
Z68.27 Body mass index (BMI) 27.0-27.9, adult
Z68.28 Body mass index (BMI) 28.0-28.9, adult
Z68.29 Body mass index (BMI) 29.0-29.9, adult
Z68.30 Body mass index (BMI) 30.0-30.9, adult
Z68.31 Body mass index (BMI) 31.0-31.9, adult
Z68.32 Body mass index (BMI) 32.0-32.9, adult
Z68.33 Body mass index (BMI) 33.0-33.9, adult
Z68.34 Body mass index (BMI) 34.0-34.9, adult
Z68.35 Body mass index (BMI) 35.0-35.9, adult
Z68.36 Body mass index (BMI) 36.0-36.9, adult
Z68.37 Body mass index (BMI) 37.0-37.9, adult
Z68.38 Body mass index (BMI) 38.0-38.9, adult
Z68.39 Body mass index (BMI) 39.0-39.9, adult
Z68.41 Body mass index (BMI) 40.0-44.9, adult
Z68.42 Body mass index (BMI) 45.0-49.9, adult
Z68.43 Body mass index (BMI) 50.0-59.9, adult
Z68.44 Body mass index (BMI) 60.0-69.9, adult
Z68.45 Body mass index (BMI) 70 or greater, adult

Yes, Z68.41.

Wait, the BMI is 42.3, which is 42.3, falls in 40.0-44.9, so Z68.41. Good.

Now, is the diagnosis code E66.01? Let's check if the term "morbid (severe) obesity due to excess calories" maps to E66.01 or E66.09? E66.01 is Morbid (severe) obesity due to excess calories. E66.09 is Other obesity due to excess calories. The documentation explicitly says "morbid (severe) obesity due to excess calories". That matches E66.01 exactly. Good.

But I should double-check if the code is E66.01 or Z68.41 is to be reported as additional? Yes, BMI codes are reported additionally. The question asks for both separately. So we supply both.

Let's make sure about the decimal: E66.01 includes decimal after E66. Yes, the code set uses a decimal point: E66.01. Do not write E6601. Z68.41 similarly.

Now, any seventh character? No.

Now, the output contract: exactly one fenced JSON code block and nothing else. The keys required are "diagnosis" and "bmi_code". No extra keys. Use JSON null if told to leave empty, not needed. Values are strings. So:

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Wait, check if the diagnosis code could be E66.01 or E66.011? Let's be absolutely sure. I recall there is a code "E66.01" and there is also maybe "E66.012"? Let's search memory: In ICD-10-CM, under E66.0, the breakdown is:
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
But wait, I think I saw "E66.01" is "Morbid (severe) obesity due to excess calories". No extension. Let's check the index: "Obesity, obese (adult) (child) ... due to excess calories E66.09; morbid (severe) E66.01". Yes, in the Alphabetic Index, under Obesity, due to excess calories, morbid (severe) see E66.01. Good.

Now, maybe there is a code "E66.011" for "Morbid (severe) obesity due to excess calories, body mass index (BMI) 40.0-44.9"? Wait, ICD-10-CM sometimes has combination codes for obesity with BMI? Let me recall: There was a set of new codes effective October 1, 2023? Actually, I recall that ICD-10-CM 2024 introduced new codes for "Obesity" with BMI? Let's think.

Wait, as of recent years, there are new codes for "E66.81, E66.89"? No, those existed? Let's recall all E66 codes:
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.3 Overweight
E66.8 Other obesity
E66.9 Obesity, unspecified

There is also E66.8 Other obesity. Under E66.8, there are:
E66.81 Drug-resistant obesity? No, wait. I think E66.81 is "Drug-resistant obesity"? Let's recall: There is a new code for "obesity, unspecified" and "other obesity". Actually, E66.8 is "Other obesity". It includes:
E66.81 Drug-induced obesity? No, drug-induced is E66.1. Wait:
E66.8 Other obesity
E66.81 Drug-resistant obesity? Hmm.
Let me recall: ICD-10-CM 2023 added E66.81 "Drug-resistant obesity"? No, perhaps:
E66.811 - "Drug-resistant obesity, in remission"? No, I'm mixing with diabetes codes (E11.9 etc). Let's not go there. Not relevant.

But is there a code for "Morbid (severe) obesity due to excess calories" with BMI? I think the BMI is captured separately with Z68 code, not in E66.

Thus E66.01 stands.

Wait, let's verify if obesity due to excess calories code is E66.09? The index: Obesity -> due to excess calories -> see E66.09? And morbid -> E66.01. Yes. The default for "obesity due to excess calories" is E66.09, but "morbid (severe) obesity due to excess calories" is E66.01. The documentation says "morbid (severe) obesity due to excess calories". So E66.01.

Now, one more nuance: The phrase "morbid (severe) obesity" in ICD-10-CM index might direct to E66.01 for due to excess calories, but there is also code E66.2 for "Morbid (severe) obesity with alveolar hypoventilation". Since no hypoventilation documented, E66.01.

Now, check BMI code: Is the "BMI status code" for 42.3 maybe "Z68.41" or "Z68.4"? Wait, in ICD-10-CM, Z68.41 is for BMI 40.0-44.9. Let's verify if the code is Z68.41 or Z68.4? I know there is no Z68.4 alone. The code is Z68.41. Because after Z68.39 (which is 39.0-39.9), the next code is Z68.41. There is no Z68.40. It jumps to .41. Yes. Let's confirm by recalling a coder example: "Z68.41 BMI 40.0-44.9, adult". Yes, I've seen Z68.41 many times. Example: A patient with BMI 41 would be Z68.41. Correct.

Wait, what about the decimal: Z68.41 has a decimal after Z68. Yes, because Z68 is three characters, then decimal, then 41. So written as Z68.41.

Now, age 41: adult. Good. If the patient were 20 or older, adult codes apply. Yes, adult is typically 20 years or older. The patient is 41, so adult.

Now, the output must be exactly one fenced JSON code block. No text before or after. The JSON object must have double quotes. Let's prepare final answer:

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Double-check: The task says Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI). So keys are exactly those. No other keys.

One more check: In ICD-10-CM
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 4,516 tokens
We need answer diagnosis ICD-10-CM code for obesity diagnosis "morbid (severe) obesity due to excess calories" with BMI 42.3. And BMI status code for stated BMI.

Need output JSON with keys "diagnosis" and "bmi_code". Need exact codes from ICD-10-CM. Let's recall.

ICD-10-CM obesity codes: E66.0 Obesity due to excess calories. E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories. E66.1 Drug-induced obesity. E66.2 Morbid (severe) obesity with alveolar hypoventilation (Pickwickian). E66.8 Other obesity. E66.9 Obesity, unspecified. Wait let's verify.

ICD-10-CM 2024? E66:
- E66.0 Obesity due to excess calories
  - E66.01 Morbid (severe) obesity due to excess calories
  - E66.09 Other obesity due to excess calories
- E66.1 Drug-induced obesity
- E66.2 Morbid (severe) obesity with alveolar hypoventilation
- E66.8 Other obesity
- E66.9 Obesity, unspecified

Actually E66.2 is "Morbid (severe) obesity with alveolar hypoventilation". There's also E66.01 for morbid (severe) obesity due to excess calories. Documentation: "morbid (severe) obesity due to excess calories". That's E66.01. Check if any extension? In ICD-10-CM, E66.01 is a valid billable code. It has no 7th character. Yes.

Body mass index (BMI) status codes: Z68.-
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.20 BMI 20.0-20.9, adult
Z68.21 BMI 21.0-21.9, adult
...
Z68.29 BMI 29.0-29.9, adult
Z68.30 BMI 30.0-30.9, adult
...
Z68.39 BMI 39.0-39.9, adult
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50-59.9, adult? Let's recall exact.
Actually ICD-10-CM Z68 BMI codes:
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.2 Body mass index (BMI) 20-29, adult? No, there are subcodes.
Let's list:
Z68.1 BMI 19 or less, adult
Z68.20 BMI 20.0-20.9, adult
Z68.21 BMI 21.0-21.9, adult
Z68.22 BMI 22.0-22.9, adult
Z68.23 BMI 23.0-23.9, adult
Z68.24 BMI 24.0-24.9, adult
Z68.25 BMI 25.0-25.9, adult
Z68.26 BMI 26.0-26.9, adult
Z68.27 BMI 27.0-27.9, adult
Z68.28 BMI 28.0-28.9, adult
Z68.29 BMI 29.0-29.9, adult
Z68.30 BMI 30.0-30.9, adult
Z68.31 BMI 31.0-31.9, adult
Z68.32 BMI 32.0-32.9, adult
Z68.33 BMI 33.0-33.9, adult
Z68.34 BMI 34.0-34.9, adult
Z68.35 BMI 35.0-35.9, adult
Z68.36 BMI 36.0-36.9, adult
Z68.37 BMI 37.0-37.9, adult
Z68.38 BMI 38.0-38.9, adult
Z68.39 BMI 39.0-39.9, adult
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult? Wait is Z68.43 BMI 50-59.9? Let's recall.
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult
Check. Actually the codes for BMI 40+ adult:
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 and over, adult? Wait "Body mass index (BMI) 70 or greater, adult". Let's verify.

Also pediatric BMI codes Z68.51-Z68.54? Actually Z68.51 BMI 5th percentile to less than 85th percentile for age, pediatric; Z68.52 BMI 85th to less than 95th percentile; Z68.53 BMI 95th percentile to less than 120% of 95th percentile; Z68.54 BMI 120% to less than 140% of 95th percentile; Z68.55 BMI 140% or greater of 95th percentile. But patient is 41-year-old adult, so adult BMI codes.

BMI stated: 42.3. That falls in 40.0-44.9 adult range -> Z68.41. Need verify if it's "Body mass index (BMI) 40.0-44.9, adult". Yes.

Need check diagnosis: E66.01 is "Morbid (severe) obesity due to excess calories". The note says "morbid (severe) obesity due to excess calories" with BMI 42.3. Is there a code E66.011? No. E66.01 is the code. Wait check if E66.01 is valid? In ICD-10-CM, E66.01 is a billable/specific code. Let's check 2024:
E66.0 - Obesity due to excess calories
E66.01 - Morbid (severe) obesity due to excess calories
E66.09 - Other obesity due to excess calories.
Yes.

But wait, there is also code E66.8 for "Other obesity" and E66.9. But documented as "morbid (severe) obesity due to excess calories". That is exactly E66.01.

The BMI code: Z68.41. Need report "exactly as written in code set, including decimal point... E11.9 does." Z68.41 includes decimal point? ICD-10-CM uses format with decimal after 3 characters? Actually ICD-10-CM codes: Letter, two digits, decimal, then characters. E.g., E66.01 has a decimal after E66. Z68.41 has decimal after Z68. Yes: Z68.41. The code set uses "Z68.41" with a decimal. Good.

Need output exactly one fenced JSON code block and nothing else. Required keys: "diagnosis" and "bmi_code". Provide values as strings? The task says Report codes exactly as written. The required keys "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code". It doesn't explicitly say type, but codes are strings because they have letters and decimal. In JSON, string with quotes. Yes.

Double-check if there is any laterality/seventh character? No.

Let's verify no changes in ICD-10-CM 2025 or 2024? The harness says no reference material supplied, answer from what you know. The current ICD-10-CM (as of 2024/2025) has E66.01? Let's check if E66.01 was added? Originally, ICD-10-CM had E66.01 "Morbid (severe) obesity due to excess calories" and E66.09 "Other obesity due to excess calories". Yes, the 2017 or 2018 update split E66.0 into E66.01 and E66.09. And E66.2 is "Morbid (severe) obesity with alveolar hypoventilation". E66.8 other obesity, E66.9 unspecified.

Wait: Let's recall the Tabular:
E66 Overweight, obesity and other hyperalimentation
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.8 Other obesity
E66.9 Obesity, unspecified

Yes.

Is patient 41-year-old relevant? Adult BMI codes. Yes, Z68.41 is adult. There's also a note that BMI codes are for adults 20 and older? Actually Z68.1 is "Body mass index (BMI) 19 or less, adult". Adult codes are for age 20 and over? Let's recall: Z68.1 is BMI 19 or less, adult; Z68.20 etc are adult. Z68.51 etc are pediatric. Since patient is 41, adult. 42.3 falls into 40.0-44.9 (Z68.41). Good.

Double-check BMI ranges:
Z68.30 = 30.0-30.9
Z68.31 = 31.0-31.9
Z68.32 = 32.0-32.9
Z68.33 = 33.0-33.9
Z68.34 = 34.0-34.9
Z68.35 = 35.0-35.9
Z68.36 = 36.0-36.9
Z68.37 = 37.0-37.9
Z68.38 = 38.0-38.9
Z68.39 = 39.0-39.9
Z68.41 = 40.0-44.9
Z68.42 = 45.0-49.9
Z68.43 = 50.0-59.9
Z68.44 = 60.0-69.9
Z68.45 = 70.0 or greater.
Wait, is Z68.43 50-59.9? Let's confirm: I recall:
Z68.41 Body mass index (BMI) 40.0-44.9, adult
Z68.42 Body mass index (BMI) 45.0-49.9, adult
Z68.43 Body mass index (BMI) 50-59.9, adult (maybe "BMI 50.0-59.9")
Z68.44 BMI 60.0-69.9
Z68.45 BMI 70 or greater. Yes.

Thus for 42.3, Z68.41.

Let's ensure decimal point included: "Z68.41". Yes.

Need maybe code for "morbid (severe) obesity due to excess calories" is E66.01, and not E66.2 because no alveolar hypoventilation documented. Yes.

Any possibility of using E66.8? No, E66.01 is exact.

Now output format: exactly one fenced JSON code block and nothing else. The JSON object:
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Wait, check task: "Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI)." Yes.

Need no other keys. Use JSON null not needed. Codes as strings.

Let's consider if "diagnosis" should be "E66.01" or "E66.01 " with some seventh character? No.

Wait, there is a nuance: In ICD-10-CM, "Morbid (severe) obesity due to excess calories" maps to E66.01. However, for "morbid obesity" class III, BMI >=40. The code Z68.41 is BMI 40.0-44.9. The documentation says BMI 42.3. Yes.

Let's think about coding guidelines: BMI codes (Z68) are status codes, can be used as secondary diagnosis. For obesity due to excess calories, code E66.01. If the provider documents "morbid obesity" without due to excess calories, default is E66.9? Actually if "morbid obesity" is documented, code is E66.01? Wait: "Morbid obesity" is class III obesity. In ICD-10-CM, "Morbid (severe) obesity" without further specification: Let's recall the index:
Obesity (due to) (excess) E66.9
- morbid (severe) E66.01? Let's check. The index might say:
Obesity E66.9
- morbid (severe) E66.01 (due to excess calories?) Wait, E66.01 includes "due to excess calories" in its title. But what about "morbid (severe) obesity" not otherwise specified? Let's look at ICD-10-CM index:
Obesity (due to) (excess) E66.9
- alveolar hypoventilation E66.2
- drug-induced E66.1
- due to excess calories E66.0
  - morbid (severe) E66.01
  - other E66.09
- morbid (severe) (due to excess calories) E66.01? Wait, need check.
Actually the tabular:
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
Under E66.0, there are two subcodes. If the documentation says "morbid (severe) obesity due to excess calories," that is exactly the title of E66.01. If documentation says just "morbid obesity," the default? The ICD-10-CM guidelines: "Morbid obesity" is class III obesity, BMI 40 or greater. But if not documented as due to excess calories, is it E66.01 or E66.8 or E66.9? Let's recall. In ICD-10-CM, "Obesity, unspecified" E66.9. "Other obesity" E66.8. But morbid obesity is a type of obesity. The index: Obesity, morbid (severe) see? Let me think. There is a code E66.01 for "Morbid (severe) obesity due to excess calories". There is E66.2 for "Morbid (severe) obesity with alveolar hypoventilation". What about "Morbid (severe) obesity" alone? The tabular list does not have a code "Morbid (severe) obesity" without due to excess calories? Wait E66.2 is Morbid obesity with alveolar hypoventilation. E66.01 is Morbid obesity due to excess calories. If the only term is "morbid obesity," is it classified to E66.01? Let's check the alphabetic index:
Obesity (due to) (excess) — see also
- morbid (severe) E66.01? Or E66.9?
Actually, in ICD-10-CM, the neoplasm? Let's recall from coding knowledge:
For "Morbid obesity", the default code is E66.01? Wait, there was a Coding Clinic: "Morbid obesity" is coded to E66.01? Let's check memory: In ICD-9, morbid obesity was 278.01. ICD-10-CM: E66.01 is "Morbid (severe) obesity due to excess calories". But if the provider documents "morbid obesity" and BMI is 40+, many coders assign E66.01 if not specified as drug-induced or with alveolar hypoventilation? Let's verify. The ICD-10-CM code E66.01 includes the word "due to excess calories" in the description. However, there is a notation: "Morbid obesity" is classified to E66.01 unless it's drug-induced (E66.1) or with alveolar hypoventilation (E66.2)? Hmm.

Actually, the Tabular: 
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.8 Other obesity
E66.9 Obesity, unspecified

Notice E66.2 is under a different category: "Morbid (severe) obesity with alveolar hypoventilation". It does not say "due to excess calories". So morbid obesity with hypoventilation is E66.2. Morbid obesity due to excess calories is E66.01. What about "Morbid obesity" NOS? Let's look at the includes: At E66.0, there might be an instruction: "Obesity NOS due to excess calories"? Wait, the parent E66.0 is "Obesity due to excess calories". Subcode E66.01 is "Morbid (severe) obesity due to excess calories". E66.09 is "Other obesity due to excess calories". If a patient has morbid obesity but it's not due to excess calories (e.g., drug-induced), it would be E66.1 if drug-induced. If morbid obesity not due to excess calories and not drug-induced? Maybe E66.8? But the documentation explicitly says "due to excess calories". So we don't need to resolve NOS. It says "morbid (severe) obesity due to excess calories". That maps exactly to E66.01. Good.

Now BMI code: Is there any need for a "pediatric" vs "adult"? The patient is 41, so adult. BMI 42.3 is 42.3 kg/m2. Z68.41. Yes.

Need to make sure no trailing text. Output:

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Wait, instructions: "Reply with exactly one fenced JSON code block and nothing else. No preamble, no commentary before or after, no second code block."

Thus final answer should be:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Check if the JSON code block should be exactly that? The example shows:
```json
{ ... }
```
We need to include the triple backticks with json. Yes.

Let's double-check if the decimal in E66.01 is correct. ICD-10-CM format: E66.01 has a decimal after three letters/digits? Actually the code is "E66.01": Category E66 (E + two digits) then decimal then subcategory .0, then subclassification .01. Format: E66.0 is subcategory with decimal, E66.01 is code with decimal before the last two? Wait, ICD-10-CM codes have a decimal after the first three characters (letter + 2 numbers). So E66 is three characters, then decimal, then remaining characters. For E66.01, after E66., the code is 01? So full is E66.01. Yes. For E66.0, it's E66.0 (decimal then 0). For E66.01, decimal then 01. Good.

Z68.41: Z68 is three characters (Z + 68), decimal, then 41. So "Z68.41". Yes.

Let's check if Z68.41 has a decimal? Yes.

One more nuance: The task says "Report codes exactly as they are written in the code set, including the decimal point where the code set uses one. I10 has no decimal. E11.9 does." This means do not omit decimal. So E66.01 and Z68.41.

Could "bmi_code" be "Z68.41" or "Z68.41 "? No trailing spaces.

I think that's it. Let's final.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 6,116 tokens
We need answer one JSON block with keys diagnosis and bmi_code. Need ICD-10-CM code for "morbid (severe) obesity due to excess calories" and BMI status code for BMI 42.3. Need recall ICD-10-CM.

Let's reason carefully. ICD-10-CM coding for obesity:

Category E66:
- E66.0 Obesity due to excess calories
- E66.01 Morbid (severe) obesity due to excess calories
- E66.09 Other obesity due to excess calories
- E66.1 Drug-induced obesity
- E66.2 Morbid (severe) obesity with alveolar hypoventilation (Pickwickian syndrome?)
- E66.3 Overweight
- E66.8 Other obesity
- E66.9 Obesity, unspecified

Wait: Let's verify ICD-10-CM structure. In ICD-10-CM 2024:
E66.0 - Obesity due to excess calories
  E66.01 - Morbid (severe) obesity due to excess calories
  E66.09 - Other obesity due to excess calories
E66.1 - Drug-induced obesity
E66.2 - Morbid (severe) obesity with alveolar hypoventilation
  E66.2? Actually E66.2 is "Morbid (severe) obesity with alveolar hypoventilation" maybe. There is also E66.8 "Other obesity", E66.9 "Obesity, unspecified". Wait, "Morbid (severe) obesity due to excess calories" is E66.01. Let's verify: In ICD-10-CM, there is E66.01 Morbid (severe) obesity due to excess calories. Yes I recall from coding guidelines: Assign E66.01 for morbid obesity due to excess calories. There is also E66.0? Let's check. Under E66.0: Obesity due to excess calories. Subdivided: E66.01 Morbid (severe) obesity due to excess calories; E66.09 Other obesity due to excess calories. Yes.

But question: "A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3. Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI)."

Need BMI status code for BMI 42.3. ICD-10-CM has codes for BMI (body mass index) in categories Z68:
Z68.- Body mass index [BMI]
Codes:
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.20 BMI 20.0-20.9, adult
Z68.21 BMI 21.0-21.9, adult
Z68.22 BMI 22.0-22.9, adult
Z68.23 BMI 23.0-23.9, adult
Z68.24 BMI 24.0-24.9, adult
Z68.25 BMI 25.0-25.9, adult
Z68.26 BMI 26.0-26.9, adult
Z68.27 BMI 27.0-27.9, adult
Z68.28 BMI 28.0-28.9, adult
Z68.29 BMI 29.0-29.9, adult
Z68.30 BMI 30.0-30.9, adult
Z68.31 BMI 31.0-31.9, adult
Z68.32 BMI 32.0-32.9, adult
Z68.33 BMI 33.0-33.9, adult
Z68.34 BMI 34.0-34.9, adult
Z68.35 BMI 35.0-35.9, adult
Z68.36 BMI 36.0-36.9, adult
Z68.37 BMI 37.0-37.9, adult
Z68.38 BMI 38.0-38.9, adult
Z68.39 BMI 39.0-39.9, adult
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult

Wait there is also pediatric BMI codes Z68.5x? Let's recall. In ICD-10-CM, BMI codes Z68 include:
- Z68.1 BMI 19 or less, adult
- Z68.2x BMI 20-29, adult
- Z68.3x BMI 30-39, adult
- Z68.4x BMI 40 or greater, adult
- Z68.5x BMI percentile for children? Let's verify actual codes:
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.20 BMI 20.0-20.9, adult
Z68.21 BMI 21.0-21.9, adult
Z68.22 BMI 22.0-22.9, adult
Z68.23 BMI 23.0-23.9, adult
Z68.24 BMI 24.0-24.9, adult
Z68.25 BMI 25.0-25.9, adult
Z68.26 BMI 26.0-26.9, adult
Z68.27 BMI 27.0-27.9, adult
Z68.28 BMI 28.0-28.9, adult
Z68.29 BMI 29.0-29.9, adult
Z68.30 BMI 30.0-30.9, adult
Z68.31 BMI 31.0-31.9, adult
Z68.32 BMI 32.0-32.9, adult
Z68.33 BMI 33.0-33.9, adult
Z68.34 BMI 34.0-34.9, adult
Z68.35 BMI 35.0-35.9, adult
Z68.36 BMI 36.0-36.9, adult
Z68.37 BMI 37.0-37.9, adult
Z68.38 BMI 38.0-38.9, adult
Z68.39 BMI 39.0-39.9, adult
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult

But wait, there's also Z68.51 BMI for children? Let's check exact. Actually ICD-10-CM Z68:
Z68.1 Body mass index (BMI) 19 or less, adult
Z68.2 Body mass index (BMI) 20.0-29.9, adult? No, it's divided into .20-.29.
Z68.3 BMI 30.0-39.9, adult? Divided .30-.39.
Z68.4 BMI 40 or greater, adult? Divided .41-.45 maybe. There is no Z68.40? Let's recall. In ICD-10-CM, Z68.41 is BMI 40.0-44.9, adult; Z68.42 BMI 45.0-49.9, adult; Z68.43 BMI 50.0-59.9, adult; Z68.44 BMI 60.0-69.9, adult; Z68.45 BMI 70 or greater, adult. There is Z68.4? Maybe Z68.4 is not used; the fourth character is required. Wait the category is Z68. Then fourth character: 1, 2, 3, 4, 5? Let's list from Tabular:
Z68.1 Body mass index [BMI] 19 or less, adult
Z68.2 Body mass index [BMI] 20.0-29.9, adult? Actually Z68.2 is not assignable; there are Z68.20-Z68.29.
Z68.3 Body mass index [BMI] 30.0-39.9, adult? Not assignable; Z68.30-Z68.39.
Z68.4 Body mass index [BMI] 40.0 or greater, adult? Not assignable; Z68.41-Z68.45.
Z68.5 Body mass index [BMI] percentile for children? Let's recall: Z68.51 Body mass index (BMI) percentile for children, 5th percentile or less? Wait there are pediatric BMI codes: Z68.51 BMI 5th percentile or less for age; Z68.52 BMI 5th to less than 85th percentile for age; Z68.53 BMI 85th to less than 95th percentile for age; Z68.54 BMI 95th percentile or greater for age? Let's verify. Actually the ICD-10-CM has:
Z68.51 Body mass index (BMI) percentile for children, 5th percentile or less
Z68.52 Body mass index (BMI) percentile for children, 5th to less than 85th percentile
Z68.53 Body mass index (BMI) percentile for children, 85th to less than 95th percentile
Z68.54 Body mass index (BMI) percentile for children, 95th percentile or greater
Wait no, those are not for children? Let's check memory: In ICD-10-CM, Z68.5 is for pediatric BMI: Z68.51, Z68.52, Z68.53, Z68.54? Let's verify details:
Actually I recall:
Z68.51 BMI 5th percentile or less for age
Z68.52 BMI 5th to less than 85th percentile for age
Z68.53 BMI 85th to less than 95th percentile for age
Z68.54 BMI 95th percentile or greater for age
But the age is child? The code description might include "pediatric" or "child". Let's search memory: The ICD-10-CM Official Guidelines say: "BMI codes (Z68) are for use in adults (age 21 years or older) and pediatric patients (age 2-20 years)." For pediatric BMI, there are codes for BMI percentile: Z68.51-Z68.54. Wait I think the code set:
Z68.51 Body mass index (BMI) percentile for children, 5th percentile or less
Z68.52 Body mass index (BMI) percentile for children, 5th to less than 85th percentile
Z68.53 Body mass index (BMI) percentile for children, 85th to less than 95th percentile
Z68.54 Body mass index (BMI) percentile for children, 95th percentile or greater
But are there codes for age 20? The question: 41-year-old, so adult. BMI 42.3. So adult BMI code. For adults, BMI 40.0-44.9 is Z68.41. Since 42.3 falls in 40.0-44.9. The code is Z68.41. Need verify if Z68.41 is correct or if there is a placeholder? The BMI 42.3: yes 40.0-44.9 adult. Code Z68.41. Let's confirm there is not Z68.40? The tabular: Z68.4 Body mass index [BMI] 40 or greater, adult. Then subcategories:
Z68.41 BMI 40.0-44.9, adult
Z68.42 BMI 45.0-49.9, adult
Z68.43 BMI 50.0-59.9, adult
Z68.44 BMI 60.0-69.9, adult
Z68.45 BMI 70 or greater, adult. Yes.

Now diagnosis obesity: "morbid (severe) obesity due to excess calories". Need assign E66.01? Let's verify the Tabular List:

E66 Overweight, obesity and other hyperalimentation
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
   E66.2? Actually E66.2 is a single code? Let's recall: E66.2 Morbid (severe) obesity with alveolar hypoventilation. It may have 5th char? Wait E66.2 is "Morbid (severe) obesity with alveolar hypoventilation" (no expansion). But there is also "Obesity hypoventilation syndrome" maybe E66.2. In ICD-10-CM, E66.2 is a valid code, no seventh character. It includes Pickwickian syndrome? Let's check: E66.2 Morbid (severe) obesity with alveolar hypoventilation. There is also E66.8 Other obesity, E66.9 Obesity, unspecified. Wait there is also E66.3 Overweight. Yes.

But what about "morbid (severe) obesity due to excess calories" documented. The code is E66.01. Let's verify if "due to excess calories" maps to E66.0 subcategory, and "morbid (severe) obesity" is E66.01. Yes. The documentation says "morbid (severe) obesity due to excess calories". The term "morbid obesity" in ICD-10-CM is classified under E66.01 if due to excess calories; E66.2 if with alveolar hypoventilation; E66.8? Wait "morbid obesity" without due to excess calories? Actually E66.01 is "Morbid (severe) obesity due to excess calories". There's also a code for "Morbid (severe) obesity" unspecified? Let's see: E66.01 is morbid severe obesity due to excess calories. If it's not due to excess calories (e.g., due to other causes?), maybe E66.8? But question explicitly says due to excess calories, so E66.01 is correct.

Now, check age: 41-year-old. Adult. BMI code Z68.41. Is there any note about coding BMI for obesity? The diagnostic code E66.01 already includes severe obesity. The BMI code is an additional code. For BMI 42.3, assign Z68.41. Let's verify the decimal: Z68.41 has decimal point after Z68? ICD-10-CM codes: letter + two digits, then decimal point, then up to two more characters. So "Z68.41" exactly. Diagnosis: "E66.01" exactly. There is no decimal point after E? ICD-10-CM format: E66.01 (E, 6, 6, decimal, 0, 1). The code set uses a decimal point after the first three characters: E66.01. Yes. The rules say: Report codes exactly as they are written in the code set, including the decimal point where the code set uses one. I10 has no decimal. E11.9 does. So E66.01 has decimal point. Z68.41 has decimal point. Good.

Wait, let's double-check if there is a code E66.011? No, E66.01 is already the highest specificity? Let's look at ICD-10-CM 2023/2024: Expanded codes for obesity? In ICD-10-CM, E66.01 is a valid code. It was added in 2014? Actually E66.01 and E66.09 were part of the original? Let's verify: The ICD-10-CM Tabular List:
E66.0 Obesity due to excess calories
  E66.01 Morbid (severe) obesity due to excess calories
  E66.09 Other obesity due to excess calories
Yes. There's no E66.011. Some categories have 7th characters? For injuries/obstetrics etc. Not here.

Now check BMI code Z68.41. Let's verify description: "Body mass index [BMI] 40.0-44.9, adult". The code is Z68.41. There is no decimal point elsewhere. Yes. Does the code set have Z68.41 or Z68.4? Let's recall: The ICD-10-CM index: BMI (body mass index) adult:
Z68.1 19 or less
Z68.20 20.0-20.9
...
Z68.29 29.0-29.9
Z68.30 30.0-30.9
...
Z68.39 39.0-39.9
Z68.41 40.0-44.9
Z68.42 45.0-49.9
Z68.43 50.0-59.9
Z68.44 60.0-69.9
Z68.45 70 or greater
Yes.

Wait, need to check if BMI 42.3 falls under 40.0-44.9; yes. So Z68.41.

One nuance: The patient is 41-year-old, adult (age >= 21). Pediatric codes Z68.51-54 are for age 2-20 years. So not used. Adult code Z68.41.

Now, the task says: "No reference material is supplied for this item. Answer from what you know." Need return exactly one fenced JSON code block and nothing else. Required keys: "diagnosis" and "bmi_code". Values strings. Should we include any other keys? No. Do not add keys. So JSON:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
Let's ensure no trailing text. The code block must be fenced with ```json ... ```. 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 is exactly:
```json
{ "diagnosis": "E66.01", "bmi_code": "Z68.41" }
```
or pretty-printed. Both okay. Let's output pretty printed? It says exactly one fenced JSON code block. I can do:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
This is a JSON object with required keys. Ensure no added keys. Good.

Let's double-check if diagnosis should be E66.01 or E66.09? The documentation: "morbid (severe) obesity due to excess calories". In ICD-10-CM, the term "morbid obesity" is indexed to E66.01? Let's verify with coding guidelines. If the provider documents "morbid obesity" without further specification, default is E66.01? Actually there is an instructional note: "Morbid obesity" is classified to E66.01 if due to excess calories? Wait, let's search memory: The ICD-10-CM code for "morbid obesity" is E66.01? Let's recall: In ICD-9-CM, morbid obesity was 278.01. In ICD-10-CM, 278.01 maps to E66.01? Let's check GEMs: ICD-9 278.01 (Morbid obesity) maps to ICD-10 E66.01? Actually ICD-9 278.01 is "morbid obesity" and crosswalk to E66.01? Wait, what about E66.2? Let's check: ICD-10-CM E66.01 is "Morbid (severe) obesity due to excess calories". ICD-9 278.01 didn't specify due to excess calories, but the default for obesity due to excess calories is E66.9? Hmm.

Let's recall exact ICD-10-CM index entry:
Obesity (morbid) (severe) E66.9? Wait no. Let's open memory: In ICD-10-CM Alphabetic Index:
Obesity (morbid) (severe) E66.9?
Actually, let's think: The main term "Obesity" in ICD-10-CM:
- Obesity (due to) (excess) calories E66.0
  - morbid (severe) E66.01
  - other E66.09
- Obesity (due to) drugs E66.1
- Obesity (due to) endocrine disease E66.8? Wait no, obesity in endocrine disorders is E66.8? Actually coding guideline: assign E66.8 for obesity due to other specified causes? Let's check: Category E66 includes:
E66.0 Obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.3 Overweight
E66.8 Other obesity
E66.9 Obesity, unspecified
Wait! Is E66.0 "Obesity due to excess calories" or "Obesity due to excess calories" with subcodes E66.01 and E66.09? Let's verify the inclusion of E66.2. The tabular:
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
E66.09 Other obesity due to excess calories
E66.1 Drug-induced obesity
E66.2 Morbid (severe) obesity with alveolar hypoventilation
E66.3 Overweight
E66.8 Other obesity
E66.9 Obesity, unspecified
Yes. So the term "morbid (severe) obesity" alone (without "due to excess calories") may be indexed to E66.2? Wait E66.2 is "Morbid (severe) obesity with alveolar hypoventilation", not simply morbid obesity. So where is uncomplicated morbid obesity? It's E66.01 if due to excess calories. But if provider just says "morbid obesity", is it due to excess calories by default? The documentation says "morbid (severe) obesity due to excess calories" explicitly. So we don't need default. It is E66.01.

But let's verify if the code E66.01 is exactly "Morbid (severe) obesity due to excess calories". Yes.

Now check body mass index codes: Are they required to have a 5th character? Actually Z68.41 is 4 characters after decimal? Let's count. ICD-10-CM: Z68.41. The format: Z = letter, 68 = two digits, decimal, 4 = first digit after decimal, 1 = second digit after decimal. Wait that's four characters before decimal? Let's structure: ICD-10-CM codes start with a letter, then two digits (e.g., Z68). Then a decimal point. Then up to two more digits (e.g., .41). So the code is Z68.41: Z 6 8 . 4 1. That's correct. Similarly E66.01: E 6 6 . 0 1. Yes.

Check if "Z68.41" requires a 5th character? No, Z68.41 is complete. Not Z68.411. Good.

One more nuance: The patient is 41-year-old, BMI 42.3. In ICD-10-CM, BMI codes are assigned based on the documented BMI. The code for BMI 40.0-44.9, adult is Z68.41. The description: "Body mass index [BMI] 40.0-44.9, adult". Yes. Some references list Z68.41 as "Body mass index (BMI) 40.0-44.9, adult". Good.

Let's ensure no mix-up with "Z68.4" vs "Z68.41"? The tabular has Z68.4 as a subcategory header "Body mass index [BMI] 40 or greater, adult" but it's not a valid code; you must use Z68.41 etc. There is no Z68.40. So Z68.41 is correct.

Now final answer. Wait, the output contract says: "Report every dollar amount as a plain number..." not relevant. "Booleans are JSON true and false" not relevant. "Where an item supplies reference material, that material is authoritative..." none supplied.

Need to ensure JSON null? Not needed.

Let's produce final. But before final, let's consider if there is any code update: In ICD-10-CM 2025? There might be new obesity codes? For example, E66.01 exists. There's also E66.811? Wait, in recent years, ICD-10-CM introduced codes for "Obesity, unspecified" etc? Actually there are new codes for obesity class? Let's recall: In ICD-10-CM, there is a proposal to add E66.81? Wait, existing E66.8 is "Other obesity". Did they create "E66.81" and "E66.89"? Let's check the tabular: E66.8 Other obesity. There is no subcategory under E66.8? Actually E66.8 is a single code? Wait, the tabular: E66.8 Other obesity. Yes, E66.8 is a code (three characters after decimal? Actually E66.8 is a valid code: E 6 6 . 8). Then E66.9 is Obesity, unspecified. So no E66.81. But there is E66.01 and E66.09 under E66.0. Under E66.2? E66.2 is a single code. E66.3 is Overweight. So yes.

Wait, I recall there are codes for "Obesity, class I, II, III" in ICD-10-CM? Let's think: There are BMI codes for class? Actually WHO classes obesity by BMI: Class I BMI 30-34.9, Class II 35-39.9, Class III BMI 40+. In ICD-10-CM, the code E66.01 (morbid severe obesity due to excess calories) is used for class III? But there are also codes: E66.9? No, the severity/morbid is captured by E66.01. There is no separate code for "Class III obesity". However, there is a code for "Body mass index (BMI) 40.0-44.9, adult" Z68.41. So combination E66.01 + Z68.41 indicates severe obesity due to excess calories with BMI 42.3.

Let's double-check the Alphabetic Index for "Obesity, morbid (severe) due to excess calories": Look up:
Obesity (morbid) (severe) (due to) (excess) calories E66.0
- morbid (severe) E66.01
- other E66.09
Actually index entry: Obesity (due to) (excess) calories E66.0
  morbid (severe) E66.01
  other E66.09. Yes.

Now, final answer pretty JSON. Use double quotes for keys. No trailing comma.

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
Let's ensure no extra spaces? It's fine.

Wait, the instruction says: "Reply with exactly one fenced JSON code block and nothing else." So the response must start with ```json and end with ```. Do not include any text before or after. So final message:

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Yes. Let's output that.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100Kimi K2.6 · Moonshot6.6s · 655 out | 10.5s · 585 out | 3.1s · 1,174 out
Attempt 1
Reasoning · 450 tokens
 The user wants two ICD-10-CM codes:
1. "diagnosis": for "morbid (severe) obesity due to excess calories" in a 41-year-old.
2. "bmi_code": the ICD-10-CM BMI status code for BMI 42.3.

ICD-10-CM for obesity due to excess calories:
- Overweight and obesity codes are in E66.
- E66.01: Morbid (severe) obesity due to excess calories.
- E66.09: Other obesity due to excess calories.
- E66.1: Drug-induced obesity.
- E66.2: Morbid (severe) obesity with alveolar hypoventilation.
- E66.3: Overweight.
- E66.8: Other obesity.
- E66.9: Obesity, unspecified.

The documentation says "morbid (severe) obesity due to excess calories". The specific code is E66.01.

BMI status codes: These are in category Z68.
- Z68.41: Body mass index [BMI] 40.0-44.9, adult.
- Z68.42: Body mass index [BMI] 45.0-49.9, adult.
- Z68.43: Body mass index [BMI] 50.0-59.9, adult.
- Z68.44: Body mass index [BMI] 60.0-69.9, adult.
- Z68.45: Body mass index [BMI] 70 or greater, adult.

Wait, let me verify the exact codes and ranges.
In ICD-10-CM:
Z68.41 - Body mass index [BMI] 40.0-44.9, adult
Z68.42 - Body mass index [BMI] 45.0-49.9, adult
Z68.43 - Body mass index [BMI] 50.0-59.9, adult
Z68.44 - Body mass index [BMI] 60.0-69.9, adult
Z68.45 - Body mass index [BMI] 70 or greater, adult

BMI 42.3 falls in the 40.0-44.9 range. So Z68.41 is correct.

The patient is 41 years old, so adult BMI codes apply (Z68.4x). Pediatric BMI codes are Z68.5x.

Diagnosis code: E66.01
BMI code: Z68.41

I need to output exactly one fenced JSON code block and nothing else.

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```

Double check: "Morbid (severe) obesity due to excess calories" maps to E66.01. Yes.
BMI 42.3 for adult: Z68.41. Yes.
Format: plain JSON, no extra text.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 430 tokens
 The user asks for ICD-10-CM codes for a 41-year-old with "morbid (severe) obesity due to excess calories" and BMI 42.3.

Diagnosis: "Morbid (severe) obesity due to excess calories"
In ICD-10-CM, this maps to E66.01 (Morbid (severe) obesity due to excess calories). I need to verify. E66.01 is "Morbid (severe) obesity due to excess calories." E66.0 is "Obesity due to excess calories" and .01 is the subcategory for morbid (severe). Yes, E66.01 is correct.

BMI code: BMI 42.3 in adult. ICD-10-CM BMI codes are in Z68. For adults, BMI 40-44.9 is Z68.41. Let me recall: Z68.41 is BMI 40.0-44.9, adult. Since the patient is 41 years old (adult), and BMI is 42.3, the code is Z68.41.

Wait, check if there are more specific subcategories. The BMI codes are:
Z68.1 - BMI 19 or less, adult
Z68.20 - BMI 20.0-20.9, adult
...
Z68.41 - Body mass index (BMI) 40.0-44.9, adult
Z68.42 - BMI 45.0-49.9, adult
Z68.43 - BMI 50-59.9, adult
Z68.44 - BMI 60.0-69.9, adult
Z68.45 - BMI 70 or greater, adult

Yes, Z68.41 is correct for BMI 42.3 in an adult.

Double-check: Is there any age-specific nuance? Z68.4 codes are for adults. Age 41 is adult. So Z68.41.

Now, the output format: JSON block with keys "diagnosis" and "bmi_code".

Values:
"diagnosis": "E66.01"
"bmi_code": "Z68.41"

No additional text outside JSON.

Wait, I need to ensure no extra decimal points. E66.01 includes decimals. Z68.41 includes decimal.

No reference material supplied, answer from what I know.

I am confident in these codes.

Final check:
E66.01 - Morbid (severe) obesity due to excess calories. Correct.
Z68.41 - Body mass index (BMI) 40.0-44.9, adult. Correct.

Return exactly one fenced JSON code block.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 826 tokens
 The user wants two ICD-10-CM codes:
1. Diagnosis code for a 41-year-old with "morbid (severe) obesity due to excess calories".
2. BMI status code for BMI 42.3.

ICD-10-CM coding for obesity:
- "Morbid (severe) obesity due to excess calories" maps to E66.01 (Morbid [severe] obesity due to excess calories). Let me verify: E66.01 is "Morbid (severe) obesity due to excess calories". Yes.
- Age is 41, which is an adult (20+).
- BMI codes for adults are in category Z68.3-Z68.4.
  - Z68.3x is BMI 30.0-39.9 (Obese).
  - Z68.4x is BMI 40-44.9 (Morbid [severe] obesity).
  - Specifically, Z68.41 is BMI 40.0-44.9, adult. Wait, need to check the exact subcodes.
  
Let me recall the ICD-10-CM Z68 codes precisely:
- Z68.30: Body mass index [BMI] 30.0-30.9, adult
- Z68.31: Body mass index [BMI] 31.0-31.9, adult
- Z68.32: Body mass index [BMI] 32.0-32.9, adult
- Z68.33: Body mass index [BMI] 33.0-33.9, adult
- Z68.34: Body mass index [BMI] 34.0-34.9, adult
- Z68.35: Body mass index [BMI] 35.0-35.9, adult
- Z68.36: Body mass index [BMI] 36.0-36.9, adult
- Z68.37: Body mass index [BMI] 37.0-37.9, adult
- Z68.38: Body mass index [BMI] 38.0-38.9, adult
- Z68.39: Body mass index [BMI] 39.0-39.9, adult
- Z68.41: Body mass index [BMI] 40.0-44.9, adult
- Z68.42: Body mass index [BMI] 45.0-49.9, adult
- Z68.43: Body mass index [BMI] 50.0-59.9, adult
- Z68.44: Body mass index [BMI] 60.0-69.9, adult
- Z68.45: Body mass index [BMI] 70 or greater, adult

Wait, is it Z68.41? Let me confirm. ICD-10-CM Tabular List:
Z68.4 Body mass index [BMI] 40 or greater, adult
  Z68.41 Body mass index [BMI] 40.0-44.9, adult
  Z68.42 Body mass index [BMI] 45.0-49.9, adult
  Z68.43 Body mass index [BMI] 50.0-59.9, adult
  Z68.44 Body mass index [BMI] 60.0-69.9, adult
  Z68.45 Body mass index [BMI] 70 or greater, adult

Yes. So for BMI 42.3, the code is Z68.41.

Wait, I need to double-check the diagnosis code. "Morbid (severe) obesity due to excess calories"
E66.0 Obesity due to excess calories
  E66.01 Morbid (severe) obesity due to excess calories
  E66.09 Other obesity due to excess calories

So E66.01 is correct.

Let me also consider if there is any age-based coding. The patient is 41, which is an adult. BMI codes differ for adults (age 20+) and pediatrics. Z68.4 is for adults. So Z68.41 is correct.

Are there any instructional notes? BMI codes are assigned only when there is a documented associated diagnosis (like obesity). Here we have E66.01, so Z68.41 is appropriate as an additional code.

The required keys are:
- "diagnosis": E66.01
- "bmi_code": Z68.41

I must ensure the JSON format is exactly as requested: one fenced JSON block and nothing else.

Let me make sure about the decimal points. E66.01 has a decimal point. Z68.41 has a decimal point. The prompt says "Report codes exactly as they are written in the code set, including the decimal point where the code set uses one." So E66.01 and Z68.41 are correct.

Could there be any nuance? "Morbid (severe) obesity due to excess calories" specifically matches the description of E66.01 in ICD-10-CM.

What about the BMI value 42.3? Z68.41 covers BMI 40.0–44.9. 42.3 falls in this range.

I should output:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100GPT-5.6 Luna · OpenAI2.8s · 73 out | 1.9s · 73 out | 2.1s · 73 out
Attempt 1
Reasoning · 45 tokens
**Formatting medical data**

I need to provide the exact JSON format for the ICD code related to morbid obesity caused by excess calories, which is E66.01. Additionally, I should include the BMI value of 42.3, corresponding to the ICD code Z68.41 for adults with a BMI between 40.0 and 44.9. It's important to ensure everything is accurate and properly formatted for clarity. So, I'll focus on getting this structured just right!
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 45 tokens
**Gathering codes for obesity**

I need to obtain the correct codes related to morbid obesity. For that, the E66.01 code is used for morbid obesity due to excess calories. Additionally, the BMI calculation leads to a Z68.41 code for an adult BMI of 40.0-44.9, standing at 42.3. I want to keep my response formatted in JSON only, as that’ll help with clarity and organization. Let's get this set up!
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{"diagnosis":"E66.01","bmi_code":"Z68.41"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
100DeepSeek V4 Flash · DeepSeek3.4s · 377 out | 3.8s · 222 out | 25.8s · 607 out
Attempt 1
Reasoning · 239 tokens
We need answer with JSON keys diagnosis and bmi_code. Need identify ICD-10-CM codes.

"morbid (severe) obesity due to excess calories" -> E66.01? Let's recall ICD-10-CM codes: E66.0 Obesity due to excess calories. E66.01 Morbid (severe) obesity due to excess calories; E66.09 Other obesity due to excess calories. So diagnosis E66.01.

BMI 42.3 -> BMI codes Z68.4? Body mass index (BMI) 40+, adult. ICD-10-CM Z68 codes: Z68.1 BMI 19.9 or less? Actually Z68.21- Z68.45? Let's recall. Z68.41 BMI 40.0-44.9, adult. Z68.42 BMI 45.0-49.9, Z68.43 BMI 50-59.9, Z68.44 BMI 60+. Also Z68.24 BMI 25-25.9? Let's verify. ICD-10-CM: Z68 Body mass index (BMI). Z68.1 Body mass index (BMI) 19.9 or less, adult. Z68.2 BMI 20-29.9, adult? Details: Z68.20 BMI 20.0-20.9, Z68.21 BMI 20? Hmm. Need exact for 42.3: Z68.41 BMI 40.0-44.9, adult. Correct.

Need output exactly one fenced JSON code block. Include required keys diagnosis, bmi_code. Values strings. No extra.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 192 tokens
We need answer JSON with diagnosis and bmi_code for ICD-10-CM. Need know codes. "morbid (severe) obesity due to excess calories" likely E66.01? Let's recall ICD-10-CM: E66 Obesity. E66.0 Obesity due to excess calories. E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories. So diagnosis E66.01. BMI code: ICD-10-CM Z68.41 Body mass index 40.0-44.9, adult. BMI 42.3 -> Z68.41. Need maybe codes with no decimal? ICD-10-CM has E66.01 with decimal; Z68.41? Actually Z68.4? Codes: Z68.41 Body mass index 40.0-44.9, adult. So output. Need exactly keys.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 576 tokens
We need answer JSON with diagnosis and bmi_code. Need know ICD-10-CM. "morbid (severe) obesity due to excess calories" is E66.01? Actually ICD-10-CM: E66.01 Morbid (severe) obesity due to excess calories. For BMI status code: Z68.42? BMI 42.3 adult. ICD-10-CM Z68.4? BMI 40-44.9, seventh? Z68.4? Codes: Z68.1 BMI 19.9-? Actually adult BMI codes: Z68.1 body mass index 19.9 or less? Wait.

ICD-10-CM BMI codes: Z68.1 Body mass index (BMI) 19.9 or less, adult. Z68.2 BMI 20-29.9? There are subdivisions: Z68.20 BMI 20-20.9, Z68.21 21-21.9, etc up to Z68.29. Z68.3 BMI 30-39.9: Z68.30 30-30.9, Z68.31, ... Z68.39. Z68.4 BMI 40 or greater? Actually Z68.41 BMI 40.0-44.9, Z68.42 BMI 45.0-49.9? Wait need check. Let's recall ICD-10-CM Z68.41 is BMI 40.0-44.9, Z68.42 is 45.0-49.9, Z68.43 is 50-59.9? Hmm.

Let's verify: ICD-10-CM code Z68.4? There is Z68.4 Body mass index (BMI) 40 or greater, adult. Subcategories: Z68.41 Body mass index (BMI) 40.0-44.9, adult; Z68.42 45.0-49.9; Z68.43 50.0-59.9; Z68.44 60.0-69.9; Z68.45 70.0-? So BMI 42.3 would be Z68.41. But question asks "bmi_code (the ICD-10-CM BMI status code for the stated BMI)". So Z68.41.

Diagnosis: "morbid (severe) obesity due to excess calories" code E66.01? Let's confirm: E66.0 Obesity due to excess calories. E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories. So E66.01.

Need output JSON with keys diagnosis and bmi_code. No extra. Ensure code strings.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
67Claude Sonnet 5 · Anthropic2.3s · 91 out | 2.6s · 109 out | 1.6s · 90 out
Attempt 1
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
67Qwen3.7 Max · Alibaba18.5s · 1,020 out | 8.3s · 670 out | 64.8s · 5,639 out
Attempt 1
Reasoning · 980 tokens
The user wants the ICD-10-CM diagnosis code for "morbid (severe) obesity due to excess calories" and the ICD-10-CM BMI code for a BMI of 42.3.

1. Diagnosis: "morbid (severe) obesity due to excess calories"
ICD-10-CM code for Morbid (severe) obesity due to excess calories is E66.01.

2. BMI code: BMI of 42.3
ICD-10-CM codes for BMI:
Z68.30 - BMI 30.0-30.9
...
Z68.41 - BMI 40.0 - 44.9, adult
Wait, let's check the exact codes for adult BMI.
Z68.41 is Body mass index [BMI] 40.0-44.9, adult.
Let's verify:
Z68.1 - BMI 19.9 or less
Z68.20 - BMI 20.0-20.9
...
Z68.30 - BMI 30.0-30.9
Z68.31 - BMI 31.0-31.9
Z68.32 - BMI 32.0-32.9
Z68.33 - BMI 33.0-33.9
Z68.34 - BMI 34.0-34.9
Z68.35 - BMI 35.0-35.9
Z68.36 - BMI 36.0-36.9
Z68.37 - BMI 37.0-37.9
Z68.38 - BMI 38.0-38.9
Z68.39 - BMI 39.0-39.9
Z68.41 - BMI 40.0-44.9, adult
Z68.42 - BMI 45.0-49.9, adult
Z68.43 - BMI 50.0-59.9, adult
Z68.44 - BMI 60.0-69.9, adult
Z68.45 - BMI 70 or greater, adult

So for BMI 42.3, the code is Z68.41.

Let's double check E66.01.
E66.01 is Morbid (severe) obesity due to excess calories.
E66.0 is Obesity due to excess calories.
E66.01 is Morbid (severe) obesity due to excess calories.
Is there any other code? E66.9 is Obesity, unspecified. E66.8 is Other obesity. E66.3 is Overweight.
The documentation says "morbid (severe) obesity due to excess calories". This perfectly matches E66.01.

BMI code: Z68.41.
Are there any other characters? No, Z68.41 is 5 characters.

Let's review the required keys:
"diagnosis": "E66.01"
"bmi_code": "Z68.41"

Wait, Z68.41 is "Body mass index [BMI] 40.0-44.9, adult".
Is it Z68.41 or Z68.4? Z68.41 is the valid code.
Let me check if Z68.41 requires a 6th character. No, Z68.41 is a complete code.
Z68.41 - Body mass index [BMI] 40.0-44.9, adult.
Z68.42 - Body mass index [BMI] 45.0-49.9, adult.

Let's confirm E66.01.
E66.01 Morbid (severe) obesity due to excess calories.
Yes, E66.01 is correct.

Format:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
No other text.
Done.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 630 tokens
The user wants the ICD-10-CM codes for:
1. Diagnosis: "morbid (severe) obesity due to excess calories"
2. BMI status code: BMI of 42.3

Let's determine the ICD-10-CM code for morbid (severe) obesity due to excess calories.
In ICD-10-CM, obesity due to excess calories is E66.01 (Morbid (severe) obesity due to excess calories).
Wait, E66.01 is "Morbid (severe) obesity due to excess calories".
Let's double check.
E66.0 - Obesity due to excess calories
E66.01 - Morbid (severe) obesity due to excess calories
E66.9 - Obesity, unspecified

Let's determine the ICD-10-CM code for BMI 42.3.
BMI codes are in the Z68 category.
Z68.4 - Body mass index [BMI] 40 or greater
Z68.41 - Body mass index [BMI] 40.0-44.9, adult
Z68.42 - Body mass index [BMI] 45.0-49.9, adult
Z68.43 - Body mass index [BMI] 50.0-59.9, adult
Z68.44 - Body mass index [BMI] 60.0-69.9, adult
Z68.45 - Body mass index [BMI] 70 or greater, adult

Since the patient is 41 years old (adult) and BMI is 42.3, the code is Z68.41.

Let's verify Z68.41: "Body mass index [BMI] 40.0-44.9, adult". Yes, this is correct.

Diagnosis code: E66.01
BMI code: Z68.41

Let's review the required keys:
"diagnosis": "E66.01"
"bmi_code": "Z68.41"

Are there any other considerations?
"morbid (severe) obesity due to excess calories" -> E66.01.
BMI 42.3 -> Z68.41.

Format:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
```
Double check E66.01 description: Morbid (severe) obesity due to excess calories.
Double check Z68.41 description: Body mass index [BMI] 40.0-44.9, adult.

Looks solid.
No other information needed.
End of thought.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 5,599 tokens
The user wants ICD-10-CM codes for:
1. Diagnosis: "morbid (severe) obesity due to excess calories"
2. BMI: 42.3

ICD-10-CM code for morbid (severe) obesity due to excess calories:
E66.01 - Morbid (severe) obesity due to excess calories

ICD-10-CM code for BMI 42.3:
Z68.42 - Body mass index [BMI] 42.0-42.9, adult

Let me double check.
E66.01 is Morbid (severe) obesity due to excess calories.
Z68.42 is Body mass index [BMI] 42.0-42.9, adult.
The patient is 41 years old, so adult BMI code applies (Z68.xx for adults, Z68.5x for pediatric).
BMI 42.3 falls into 42.0-42.9, which is Z68.42.

Let's verify Z68.42:
Z68.4 - Body mass index 40 or greater, adult
Z68.41 - BMI 40.0-40.9
Z68.42 - BMI 42.0-42.9
Z68.43 - BMI 43.0-43.9
Z68.44 - BMI 44.0-44.9
Z68.45 - BMI 45.0-49.9
Z68.46 - BMI 50.0-59.9
Z68.47 - BMI 60.0-69.9
Z68.48 - BMI 70 or greater

Wait, Z68.41 is 40.0-40.9? No, let me check carefully.
Z68.4 is BMI 40 or greater.
Z68.41 is BMI 40.0 - 40.9
Z68.42 is BMI 42.0 - 42.9
Wait, what about 41.0 - 41.9?
Let me recall the exact ICD-10-CM codes for BMI 40+:
Z68.41 - Body mass index (BMI) 40.0-40.9, adult
Z68.42 - Body mass index (BMI) 42.0-42.9, adult
Z68.43 - Body mass index (BMI) 43.0-43.9, adult
Z68.44 - Body mass index (BMI) 44.0-44.9, adult
Z68.45 - Body mass index (BMI) 45.0-49.9, adult
Wait, where is 41.0-41.9?
Actually, the codes are:
Z68.41 - BMI 40.0-40.9
Z68.42 - BMI 42.0-42.9
Wait, is there a Z68.41 for 40.0-40.9 and Z68.42 for 42.0-42.9? No, that skips 41.
Let me recall:
Z68.41 - Body mass index (BMI) 40.0-40.9, adult
Z68.42 - Body mass index (BMI) 42.0-42.9, adult
Wait, Z68.41 is 40.0-40.9, Z68.42 is 42.0-42.9? That can't be right.
Let me think.
Z68.3 - BMI 30-39.9
Z68.30 - BMI 30.0-30.9
Z68.31 - BMI 31.0-31.9
...
Z68.39 - BMI 39.0-39.9
Z68.4 - BMI 40 or greater
Z68.41 - BMI 40.0-40.9
Z68.42 - BMI 42.0-42.9 ? No, Z68.42 is BMI 42.0-42.9? Wait.
Let's list them:
Z68.41 - 40.0-40.9
Z68.42 - 42.0-42.9? No, maybe Z68.42 is 41.0-41.9?
Wait. Is it:
Z68.41 - 40.0-40.9
Z68.42 - 42.0-42.9
Z68.43 - 43.0-43.9
Z68.44 - 44.0-44.9
Z68.45 - 45.0-49.9
If Z68.42 is 42.0-42.9, what is 41.0-41.9?
Actually, ICD-10-CM BMI codes for adults:
Z68.1 - BMI 19.9 or less
Z68.20 - BMI 20.0-20.9
...
Z68.29 - BMI 29.0-29.9
Z68.30 - BMI 30.0-30.9
...
Z68.39 - BMI 39.0-39.9
Z68.41 - BMI 40.0-40.9
Z68.42 - BMI 42.0-42.9 ??? No, Z68.42 is 42.0-42.9?
Let me think if Z68.42 is 42.0-42.9 or 41.0-41.9.
Wait, Z68.41 is 40.0-40.9.
Z68.42 is 42.0-42.9? No, there is no 41.0-41.9?
Wait! In ICD-10-CM, the BMI codes for 40+ are:
Z68.41 - Body mass index (BMI) 40.0-40.9, adult
Z68.42 - Body mass index (BMI) 42.0-42.9, adult
Z68.43 - Body mass index (BMI) 43.0-43.9, adult
Z68.44 - Body mass index (BMI) 44.0-44.9, adult
Z68.45 - Body mass index (BMI) 45.0-49.9, adult
Wait, where is 41?
Ah! Z68.41 is 40.0-40.9. Z68.42 is 42.0-42.9? That would mean 41.0-41.9 is missing.
Let me reconsider. Is Z68.41 40.0-41.9? No, usually it's 1-point increments.
Maybe Z68.41 is 40.0-40.9, Z68.42 is 41.0-41.9?
Let me check standard ICD-10-CM BMI codes:
Z68.20 - 20.0-20.9
Z68.21 - 21.0-21.9
Z68.22 - 22.0-22.9
Z68.23 - 23.0-23.9
Z68.24 - 24.0-24.9
Z68.25 - 25.0-25.9
Z68.26 - 26.0-26.9
Z68.27 - 27.0-27.9
Z68.28 - 28.0-28.9
Z68.29 - 29.0-29.9
Z68.30 - 30.0-30.9
Z68.31 - 31.0-31.9
Z68.32 - 32.0-32.9
Z68.33 - 33.0-33.9
Z68.34 - 34.0-34.9
Z68.35 - 35.0-35.9
Z68.36 - 36.0-36.9
Z68.37 - 37.0-37.9
Z68.38 - 38.0-38.9
Z68.39 - 39.0-39.9
Z68.41 - 40.0-40.9
Z68.42 - 42.0-42.9  <-- wait, is it 42.0-42.9 or 41.0-41.9?
If Z68.41 is 40.0-40.9, then Z68.42 would logically be 41.0-41.9, Z68.43 would be 42.0-42.9, Z68.44 would be 43.0-43.9, Z68.45 would be 44.0-44.9.
Let me recall the exact text of Z68.42: "Body mass index (BMI) 42.0-42.9, adult".
Wait, no. The codes are:
Z68.41 - BMI 40.0-40.9
Z68.42 - BMI 42.0-42.9
Z68.43 - BMI 43.0-43.9
Z68.44 - BMI 44.0-44.9
Z68.45 - BMI 45.0-49.9
Wait, if Z68.42 is 42.0-42.9, what happened to 41.0-41.9?
Actually, the official codes are:
Z68.41 Body mass index (BMI) 40.0-40.9, adult
Z68.42 Body mass index (BMI) 42.0-42.9, adult
Z68.43 Body mass index (BMI) 43.0-43.9, adult
Z68.44 Body mass index (BMI) 44.0-44.9, adult
Z68.45 Body mass index (BMI) 45.0-49.9, adult
Wait, is there a Z68.41 for 40.0-40.9 and Z68.42 for 42.0-42.9? That skips 41!
Let me think if Z68.42 is 41.0-41.9 or 42.0-42.9.
I remember Z68.42 is BMI 42.0-42.9.
Wait, let me think.
Z68.41 - 40.0-40.9
Z68.42 - 42.0-42.9
Z68.43 - 43.0-43.9
Z68.44 - 44.0-44.9
Z68.45 - 45.0-49.9
Is it possible that Z68.41 is 40.0-40.9, and Z68.42 is 41.0-41.9?
No, I'm fairly certain Z68.42 is 42.0-42.9. The 41.0-41.9 range might be grouped or I might be misremembering and Z68.42 is actually 42.0-42.9.
Wait, let's think about 41.0-41.9. If a patient has BMI 41.5, what code?
Maybe Z68.41 is 40.0-40.9, Z68.42 is 42.0-42.9... wait, that makes no sense. Why would they skip 41?
Let me reconsider the list:
Z68.41 - 40.0-40.9
Z68.42 - 42.0-42.9
Z68.43 - 43.0-43.9
Z68.44 - 44.0-44.9
Z68.45 - 45.0-49.9
Actually, I recall that Z68.42 is "Body mass index (BMI) 42.0-42.9, adult".
Wait, could it be:
Z68.41 - 40.0-40.9
Z68.42 - 41.0-41.9
Z68.43 - 42.0-42.9
Z68.44 - 43.0-43.9
Z68.45 - 44.0-44.9
Z68.46 - 45.0-49.9
Let me check this. If Z68.42 is 41.0-41.9, then BMI 42.3 would be Z68.43.
Let me think about the actual ICD-10-CM codes for BMI.
Z68.1 BMI 19.9 or less, adult
Z68.20 BMI 20.0-20.9
Z68.21 BMI 21.0-21.9
Z68.22 BMI 22.0-22.9
Z68.23 BMI 23.0-23.9
Z68.24 BMI 24.0-24.9
Z68.25 BMI 25.0-25.9
Z68.26 BMI 26.0-26.9
Z68.27 BMI 27.0-27.9
Z68.28 BMI 28.0-28.9
Z68.29 BMI 29.0-29.9
Z68.30 BMI 30.0-30.9
Z68.31 BMI 31.0-31.9
Z68.32 BMI 32.0-32.9
Z68.33 BMI 33.0-33.9
Z68.34 BMI 34.0-34.9
Z68.35 BMI 35.0-35.9
Z68.36 BMI 36.0-36.9
Z68.37 BMI 37.0-37.9
Z68.38 BMI 38.0-38.9
Z68.39 BMI 39.0-39.9
Z68.41 BMI 40.0-40.9
Z68.42 BMI 42.0-42.9
Z68.43 BMI 43.0-43.9
Z68.44 BMI 44.0-44.9
Z68.45 BMI 45.0-49.9
Wait, is there a Z68.41 for 40.0-40.9 and Z68.42 for 42.0-42.9?
Yes, I distinctly remember people complaining that 41.0-41.9 is missing or that Z68.42 is 42.0-42.9.
Wait! I might be confusing it. Let me think if Z68.42 is 42.0-42.9.
Actually, in the 2023/2024 ICD-10-CM, the codes are:
Z68.41 - Body mass index (BMI) 40.0-40.9, adult
Z68.42 - Body mass index (BMI) 42.0-42.9, adult
Z68.43 - Body mass index (BMI) 43.0-43.9, adult
Z68.44 - Body mass index (BMI) 44.0-44.9, adult
Z68.45 - Body mass index (BMI) 45.0-49.9, adult
Wait, what about 41.0-41.9? Is it Z68.41? No.
Let me reconsider. Maybe Z68.42 is 42.0-42.9, and 41.0-41.9 doesn't exist? That would be a known error/quirk in ICD-10-CM.
Wait, let me think if Z68.42 is 41.0-41.9.
If Z68.41 is 40.0-40.9, Z68.42 could be 41.0-41.9, Z68.43 could be 42.0-42.9, Z68.44 could be 43.0-43.9, Z68.45 could be 44.0-44.9, Z68.46 could be 45.0-49.9.
Let me check if Z68.45 is 45.0-49.9. Yes, Z68.45 is 45.0-49.9.
If Z68.45 is 45.0-49.9, then:
Z68.44 = 44.0-44.9
Z68.43 = 43.0-43.9
Z68.42 = 42.0-42.9
Z68.41 = 40.0-40.9
This perfectly matches my memory that 41.0-41.9 is missing!
Wait, is 41.0-41.9 really missing?
Let me think. Z68.41 is 40.0-40.9. Z68.42 is 42.0-42.9.
Yes! There is a known gap in ICD-10-CM for BMI 41.0-41.9. It was a typo by the CDC/NCHS when they created the codes, and it has been widely discussed in coding forums. BMI 41.0-41.9 has no specific code, so coders are told to use Z68.41 or Z68.42 or unspecified.
Wait, if BMI is 42.3, the code is Z68.42.
Let me double check this.
If Z68.42 is 42.0-42.9, then BMI 42.3 is Z68.42.
What if Z68.42 is 41.0-41.9 and Z68.43 is 42.0-42.9?
Let me think about Z68.45. Z68.45 is definitely 45.0-49.9.
If Z68.45 is 45.0-49.9, and the sequence is 41, 42, 43, 44, 45...
If 41=40.0-40.9, 42=41.0-41.9, 43=42.0-42.9, 44=43.0-43.9, 45=44.0-44.9... then where is 45.0-49.9? It would be Z68.46.
But I am very confident Z68.45 is 45.0-49.9.
Let's verify: Z68.45 is "Body mass index (BMI) 45.0-49.9, adult".
If Z68.45 is 45.0-49.9, then working backwards:
Z68.44 = 44.0-44.9
Z68.43 = 43.0-43.9
Z68.42 = 42.0-42.9
Z68.41 = 40.0-40.9
This leaves 41.0-41.9 out. This is a famous ICD-10-CM quirk.
Therefore, for BMI 42.3, the code is Z68.42.

Let me review the diagnosis code: "morbid (severe) obesity due to excess calories".
E66.01 is Morbid (severe) obesity due to excess calories.
E66.0 is Obesity due to excess calories.
E66.01 is Morbid (severe) obesity due to excess calories.
E66.1 is Drug-induced obesity.
E66.2 is Morbid (severe) obesity with alveolar hypoventilation.
E66.3 is Overweight.
E66.8 is Other obesity.
E66.9 is Obesity, unspecified.

So diagnosis is E66.01.
BMI code is Z68.42.

Let me just be absolutely sure about Z68.42.
Could Z68.42 be 41.0-41.9?
If Z68.41 is 40.0-40.9
Z68.42 is 42.0-42.9
Z68.43 is 43.0-43.9
Z68.44 is 44.0-44.9
Z68.45 is 45.0-49.9
Z68.46 is 50.0-59.9
Z68.47 is 60.0-69.9
Z68.48 is 70 or greater
Yes, this is the exact list. The gap at 41.0-41.9 is a known issue in ICD-10-CM.
So BMI 42.3 is Z68.42.

Let me confirm the age. 41-year-old. Adult BMI codes apply (Z68.4x). Pediatric is Z68.5x.
So Z68.42 is correct.

Diagnosis: E66.01
BMI: Z68.42

Keys required:
"diagnosis": "E66.01"
"bmi_code": "Z68.42"

Check formatting:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
```
No other keys.
No preamble.
No commentary.
Done.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
67GLM-5.3 Flash · Z.ai17.1s · 1,439 out | 4.9s · 204 out | 38.0s · 1,684 out
Attempt 1
Reasoning · 1,408 tokens
The task asks for two ICD-10-CM codes:

1. "morbid (severe) obesity due to excess calories" — ICD-10-CM code E66.01 (Morbid (severe) obesity due to excess calories). Note the code set uses a decimal: E66.01.

2. BMI of 42.3 — BMI codes are Z68.4x. For BMI 42.3, the category is Z68.42 (BMI 42.0-42.9, adult). Z68.41 is 40.0-40.9, Z68.42 is 42.0-42.9? Let me recall:

- Z68.1: BMI 19 or less
- Z68.20: BMI 20.0-20.9
- Z68.21: 21.0-21.9
- Z68.22: 22.0-22.9
- Z68.23: 23.0-23.9
- Z68.24: 24.0-24.9
- Z68.25: 25.0-25.9
- Z68.26: 26.0-26.9
- Z68.27: 27.0-27.9
- Z68.28: 28.0-28.9
- Z68.29: 29.0-29.9
- Z68.30: 30.0-30.9
- Z68.31: 31.0-31.9
- Z68.32: 32.0-32.9
- Z68.33: 33.0-33.9
- Z68.34: 34.0-34.9
- Z68.35: 35.0-35.9
- Z68.36: 36.0-36.9
- Z68.37: 37.0-37.9
- Z68.38: 38.0-38.9
- Z68.39: 39.0-39.9
- Z68.41: 40.0-40.9
- Z68.42: 41.0-41.9
- Z68.43: 42.0-42.9
- Z68.44: 43.0-43.9
- Z68.45: 44.0-44.9
- Z68.46: 45.0-45.9 (wait, actually Z68.45 is 44.0-44.9, Z68.46 45.0-45.9, Z68.47 46.0-46.9, Z68.48 47.0-47.9, Z68.49 48.0-48.9)
- Z68.5: BMI 49.9 or greater? Actually Z68.50 is "BMI 49.99, less than 50"? Hmm.

Let me be careful: Z68.42 is BMI 41.0-41.9? Let me double-check. ICD-10-CM:

Z68.41 Body mass index [BMI] 40.0-40.9, adult
Z68.42 BMI 41.0-41.9, adult
Z68.43 BMI 42.0-42.9, adult
Z68.44 BMI 43.0-43.9, adult
Z68.45 BMI 44.0-44.9, adult
Z68.46 BMI 45.0-45.9, adult
Z68.47 BMI 46.0-46.9, adult
Z68.48 BMI 47.0-47.9, adult
Z68.49 BMI 48.0-48.9, adult
Z68.5 BMI 49.9, adult? Actually Z68.50 BMI 49.99, less than 50? Hmm, no.

Actually Z68.5 is "Body mass index [BMI] 49.9 or greater, adult"? I recall Z68.50 "BMI 49.99, less than 50"? No — I think Z68.50 is "BMI 49.99, less than 50" doesn't exist. Let me recall: Z68.50 BMI 49.99, less than 50? Hmm.

Actually the hierarchy: Z68.5 "Body mass index [BMI] 49.9 or greater, adult" with Z68.51 "BMI 50.0-59.9", Z68.52 "BMI 60.0-69.9", Z68.53 "BMI 70 or greater". And Z68.50 "BMI 49.99, less than 50"? Hmm, I don't think that's right either. Actually Z68.50 is "BMI 49.99, less than 50"? No — I believe Z68.50 is "BMI 49.99, less than 50"? Let me think again.

Actually Z68.50 exists as "Body mass index [BMI] 49.99, less than 50 adult"? I'm not sure. The correct codes: Z68.50 "BMI 49.99, less than 50" — hmm, no. I recall:

Z68.50: Body mass index [BMI] 49.99, less than 50? That seems odd.

Actually I'm fairly confident: Z68.50 = "BMI 49.99, less than 50 adult"? Not sure. But it doesn't matter for this question. BMI 42.3 → Z68.43 (42.0-42.9). Yes, Z68.43 is BMI 42.0-42.9, adult.

Diagnosis: E66.01 — Morbid (severe) obesity due to excess calories. Confirmed. Note also there's E66.09 "Other obesity due to excess calories". Morbid (severe) obesity due to excess calories is E66.01.

The instructions say to report codes with decimals as in the code set: E66.01 and Z68.43.

Note: The prompt says "No reference material is supplied for this item. Answer from what you know." So answer from knowledge. E66.01 and Z68.43.

Output format: exactly one fenced JSON code block with keys "diagnosis" and "bmi_code".

```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.43"
}
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.43"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.43",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
Reasoning · 173 tokens
The task: ICD-10-CM code for "morbid (severe) obesity due to excess calories" and BMI code for BMI 42.3.

Morbid (severe) obesity due to excess calories: E66.01. In the 2021+ code set, E66.01 is "Morbid (severe) obesity due to excess calories." Yes.

BMI codes: Z68.41 is BMI 40.0-44.9, adult. Wait — Z68.41 is "Body mass index (BMI) 40.0-44.9, adult". There's no code for 42.3 specifically; Z68.41 covers 40.0–44.9. Yes, Z68.41.

So diagnosis: E66.01, bmi_code: Z68.41.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 1,653 tokens
The task: ICD-10-CM code for "morbid (severe) obesity due to excess calories" and BMI code for BMI 42.3.

ICD-10-CM: E66.01 — Morbid (severe) obesity due to excess calories. Note: there was a change in 2021 where E66.01 was expanded? Actually E66.01 is "Morbid (severe) obesity due to excess calories". Yes.

BMI codes: Z68.4 series. Z68.41 = BMI 40.0-44.9, adult. So BMI 42.3 → Z68.41.

Wait — there's a nuance: as of FY2022 (October 2021), BMI codes were expanded: Z68.41 became Z68.41 (BMI 40.0-44.9, adult)? Let me recall. The ICD-10-CM FY2022 update expanded BMI codes: Z68.41 was deleted and replaced by Z68.42? No wait.

Actually, FY2022 (effective October 1, 2021) expanded the BMI codes for adults:
- Z68.41: BMI 40.0-44.9, adult — deleted and replaced with:
  - Z68.42: BMI 40.0-44.9, adult? Hmm, no.

Let me recall carefully. In FY2022, codes Z68.41 through Z68.45 were expanded:
- Z68.41 was deleted (BMI 40.0-44.9, adult)
- New codes:
  - Z68.42: BMI 40.0-44.9, adult
  - Z68.43: BMI 45.0-49.9, adult
  - Z68.44: BMI 50.0-59.9, adult
  - Z68.45: BMI 60.0-69.9, adult
  - Z68.46: BMI 70.0 or greater, adult

Wait, that doesn't seem right either. Let me think.

Original Z68.4x series:
- Z68.41: BMI 40.0-44.9, adult
- Z68.42: BMI 45.0-49.9, adult
- Z68.43: BMI 50.0-59.9, adult
- Z68.44: BMI 60.0-69.9, adult
- Z68.45: BMI 70+, adult

FY2022 (Oct 1, 2021) added more granular codes:
- Z68.41: BMI 40.0-44.9, adult (kept? or deleted)

Actually the FY2022 update: New codes Z68.45 and Z68.46 were added? Hmm.

Let me recall the actual FY2022 change. I believe the FY2022 ICD-10-CM update added:
- Z68.45: BMI 60.0-69.9, adult (previously Z68.44 was 60.0-69.9 and Z68.45 was 70+)

Hmm, no. Let me reconstruct from what I know:

FY2021 and earlier:
- Z68.41 BMI 40.0-44.9, adult
- Z68.42 BMI 45.0-49.9, adult
- Z68.43 BMI 50.0-59.9, adult
- Z68.44 BMI 60.0-69.9, adult
- Z68.45 BMI 70.0 or greater, adult

FY2022 (effective 2021-10-01) — new codes added:
- Z68.45 BMI 70.0-79.9, adult (revised from 70+)
- Z68.46 BMI 80.0-89.9, adult (new)
- Z68.47 BMI 90.0-99.9, adult (new)
- Z68.48 BMI 100 or greater? Hmm.

Actually I recall FY2022 added Z68.46 and Z68.47? Let me think about what I actually remember from coding news: "Effective October 1, 2021, new ICD-10-CM codes for BMI of 80-89.9 and 90-99.9 were added" — hmm, that seems oddly specific to morbid obesity treatment.

Hmm, alternatively I recall: FY2022 new codes:
- Z68.46: BMI 80.0-89.9, adult
- Z68.47: BMI 90.0-99.9, adult
And Z68.45 was revised to "BMI 70.0-79.9, adult"? But previously Z68.45 was "BMI 70 or greater". Hmm, but what about 100+? Maybe Z68.48? I don't think so.

Anyway, that doesn't matter here — BMI 42.3 falls in 40.0-44.9 which is Z68.41, and that code existed in both FY2021 and FY2022+. So Z68.41 is the answer regardless.

The diagnosis: "morbid (severe) obesity due to excess calories" — E66.01. Note E66.8 was expanded in FY2021 to "Obesity, other" and E66.9 "Obesity, unspecified". E66.01 exists since ICD-10-CM inception (2015). Also note: there is an instructional note that an additional code (Z68.4-) should be used to identify BMI. Actually, per the Alphabetic Index for "Obesity, morbid" → E66.01? Actually the index: Obesity (simple) ... morbid E66.01? Let me recall: "Obesity, obesity (simple) ... (see also Adiposity) ... - due to excess calories E66.01 ... - morbid (severe) E66.01". Yes, morbid obesity maps to E66.01.

Also, coding guidance: For BMI, code only if documented by provider; BMI 42.3 → Z68.41 (BMI 40.0-44.9, adult). The Z68 codes: Z68.41 includes "adult" descriptor. There are pediatric BMI codes Z68.51-Z68.54 but patient is 41 years old, adult.

Also note: E66.01 requires... Actually in FY2024, there were some changes? E66.01 still "Morbid (severe) obesity due to excess calories". In FY2025 there were changes to obesity codes? I recall FY2025 (Oct 2024) added E66.811, E66.812, E66.813 (obesity class 1, 2, 3?) — Actually yes, FY2025 added codes for obesity classes: E66.811 Obesity, class 1? Hmm, I recall new codes E66.811 (Obesity class 1), E66.812 (class 2), E66.813 (class 3, severe). But E66.01 remains. Anyway, not needed.

So answer: diagnosis "E66.01", bmi_code "Z68.41".

Output format: exactly one fenced JSON code block with keys "diagnosis" and "bmi_code". Report codes exactly as written in code set — Z68.41 has no decimal (ICD-10-CM codes are written with a decimal after third character conceptually, but the code set lists them as Z68.41 — no additional decimal; ICD-10-CM codes are 3 characters then decimal then more; Z68.41 already includes the decimal). E66.01 includes the decimal. Good.

No prose outside the block.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
33GLM-5.2 · Z.ai9.1s · 959 out | 5.7s · 369 out | 1.5s · 59 out
Attempt 1
Reasoning · 928 tokens
The user wants the ICD-10-CM diagnosis code for "morbid (severe) obesity due to excess calories" and the ICD-10-CM BMI status code for a BMI of 42.3.

Let's break down the diagnosis first.
"Morbid (severe) obesity due to excess calories" maps to E66.01.
Wait, let's verify.
E66 Overweight and obesity
E66.01 Morbid (severe) obesity due to excess calories
Yes, E66.01 is correct.

Now for the BMI status code for a BMI of 42.3.
ICD-10-CM Z68.- Body Mass Index (BMI) codes.
Z68.4 Body mass index (BMI) 40.0-44.9, adult
Wait, let's double check.
Z68.41 is BMI 40.0-44.9, adult? No, let me think.
Z68.4 Body mass index (BMI) 40.0-44.9, adult
Wait, Z68 codes for adults:
Z68.35 BMI 35.0-35.9, adult
...
Z68.39 BMI 39.0-39.9, adult
Z68.40 BMI 40.0-40.9, adult
Z68.41 BMI 41.0-41.9, adult
Z68.42 BMI 42.0-42.9, adult
Z68.43 BMI 43.0-43.9, adult
Z68.44 BMI 44.0-44.9, adult
Ah, right. The more granular ones go by single decimal place after the decimal.
Let me confirm:
Z68.42 is Body mass index (BMI) 42.0-42.9, adult.
The BMI is 42.3. So Z68.42 is the correct code.

Let me double check Z68 codes.
Z68.35 to Z68.39 are 35.0-35.9 up to 39.0-39.9.
Z68.40 is 40.0-40.9.
Z68.41 is 41.0-41.9.
Z68.42 is 42.0-42.9.
Z68.43 is 43.0-43.9.
Z68.44 is 44.0-44.9.
Z68.45 is 45.0-45.9.
Z68.46 is 46.0-46.9.
Z68.47 is 47.0-47.9.
Z68.48 is 48.0-48.8? No, 48.0-48.9.
Z68.49 is 49.0-49.9.
Z68.5 is 50.0-59.9.
Z68.51 to Z68.59 are 50.0-50.9 up to 59.0-59.9? No, Z68.51 is 50.0-50.9, etc. Wait, Z68.5 is 50.0-59.9, and Z68.51 is 50.0-50.9? No, actually for >= 50 there is a different set. Z68.51 to Z68.59 don't exist in some versions, wait. Let me just be sure Z68.42 is BMI 42.0-42.9.
Yes, Z68.42 is Body mass index (BMI) 42.0-42.9, adult.

Wait, does Z68.42 exist?
Yes, Z68.42 was added in October 2015 along with all the specific decimal expansions for adults.
Wait, what if the BMI is exactly 42.3? It falls in the 42.0-42.9 range, so Z68.42.

Let's review the prompt:
"diagnosis": "E66.01"
"bmi_code": "Z68.42"

Let me double check E66.01.
E66 Overweight and obesity
E66.0 Obesity due to excess calories
E66.01 Morbid (severe) obesity due to excess calories
Yes.

And Z68.42 is "Body mass index (BMI) 42.0-42.9, adult".
This matches the 41-year-old individual (adult).
All good.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
Reasoning · 211 tokens
The user wants ICD-10-CM codes for:
1. "morbid (severe) obesity due to excess calories" -> E66.01
2. BMI of 42.3 -> Z68.42

Let me verify:
- E66.01 is "Morbid (severe) obesity due to excess calories"
- BMI codes: Z68.41 for BMI 40.0-44.9 in adults. So 42.3 falls in Z68.41.

Wait, let me check if 42.3 would be Z68.41 or Z68.42.
Z68.41 = BMI 40.0-44.9 adult
Actually, Z68.4 category is for BMI 40 and over.
- Z68.41: BMI 40.0-44.9
- Z68.42: BMI 45.0-49.9
- Z68.43: BMI 50.0-59.9
- Z68.44: BMI 60.0-69.9
- Z68.45: BMI 70 and over

So 42.3 is Z68.41.

Wait, is there a more specific code? Let me think again.
Actually, I think Z68.41 is for BMI 40.0-44.9. So 42.3 maps to Z68.41.

But wait, is 41-year-old considered adult? Yes, adults are 20+ years. Z68.41 is for adults 20+.

So:
- diagnosis: E66.01
- bmi_code: Z68.41
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 28 tokens
Morbid (severe) obesity due to excess calories: E66.01. BMI 42.3 → Z68.42.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
33Qwen3.8 Max · Alibaba25.1s · 1,156 out | 21.1s · 1,258 out | 12.4s · 493 out
Attempt 1
Reasoning · 1,116 tokens
We need answer user's coding task. Need produce JSON only final. Need analyze.

User: 41-year-old documented as "morbid (severe) obesity due to excess calories" with BMI 42.3. Required keys: diagnosis (ICD-10-CM code for obesity diagnosis) and bmi_code (ICD-10-CM BMI status code for stated BMI).

Need answer from knowledge, no reference material. Need ICD-10-CM codes exact.

Diagnosis: Morbid (severe) obesity due to excess calories. ICD-10-CM obesity codes E66. Morbid obesity due to excess calories? Let's recall: E66.01 morbid obesity due to excess calories? There is E66.0 Obesity due to excess calories: E66.01 morbid obesity due to excess calories, E66.09 other obesity due to excess calories. E66.1 drug-induced obesity. E66.2 morbid obesity with alveolar hypoventilation (Pickwickian). E66.8 other obesity. E66.9 obesity unspecified. So diagnosis likely E66.01.

BMI status code: ICD-10-CM category Z68 for body mass index. Adult BMI codes: Z68.35 35.0-35.9? Let's recall exact: Z68.1 BMI <=19.9; Z68.20 20.0-20.9, 21.0-21.9 etc; Z68.35 maybe BMI 35.0-35.9; Z68.36 36.0-36.9; Z68.37 37.0-37.9; Z68.38 38.0-38.9; Z68.39 39.0-39.9; Z68.41 BMI 40.0-44.9? Actually there are Z68.41-45? Let's recall.

ICD-10-CM BMI adult codes: 
Z68.1 Body mass index [BMI] 19.9 or less, adult
Z68.20 20.0-20.9
Z68.21 21.0-21.9
Z68.22 22.0-22.9
Z68.23 23.0-23.9
Z68.24 24.0-24.9
Z68.25 25.0-25.9
Z68.26 26.0-26.9
Z68.27 27.0-27.9
Z68.28 28.0-28.9
Z68.29 29.0-29.9
Z68.30 30.0-30.9
Z68.31 31.0-31.9
Z68.32 32.0-32.9
Z68.33 33.0-33.9
Z68.34 34.0-34.9
Z68.35 35.0-35.9
Z68.36 36.0-36.9
Z68.37 37.0-37.9
Z68.38 38.0-38.9
Z68.39 39.0-39.9
Z68.41 40.0-44.9, adult
Z68.42 45.0-49.9
Z68.43 50.0-59.9
Z68.44 60.0-69.9
Z68.45 70 and over.
Need BMI 42.3 -> Z68.41.

But need verify if BMI code should include decimal and no extra. Yes Z68.41.

Need perhaps code for morbid obesity due to excess calories: E66.01 exact. Check ICD-10-CM: E66.01 Morbid (severe) obesity due to excess calories. It includes severe? I think yes. The phrase "morbid (severe) obesity due to excess calories" exactly matches E66.01. Need output JSON only with keys diagnosis and bmi_code. Strings.

Potential issue: BMI codes require age 15 or older? Adult. 41 yes. Use Z68.41. Could there be Z68.41 for BMI 40.0-44.9 adult. Good.

Need ensure no preamble. Final fenced JSON only.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 2
Reasoning · 1,218 tokens
We need answer user's coding question. Need produce final JSON only. Need determine ICD-10-CM code for "morbid (severe) obesity due to excess calories" and BMI status code for BMI 42.3.

ICD-10-CM obesity codes: E66.01 Morbid (severe) obesity due to excess calories. E66.09 other obesity due to excess calories? E66.01 is morbid (severe) obesity due to excess calories. Need BMI code: ICD-10-CM BMI codes Z68.- adult body mass index. For 42.3, code Z68.42? Let's recall: Z68.1 BMI <=19.9; Z68.20 20.0-20.9; ... Z68.30 30.0-30.9; Z68.31 31.0-31.9; Z68.32 32.0-32.9; Z68.33 33.0-33.9; Z68.34 34.0-34.9; Z68.35 35.0-35.9; Z68.36 36.0-36.9; Z68.37 37.0-37.9; Z68.38 38.0-38.9; Z68.39 39.0-39.9; Z68.40 40.0-40.9? Wait check: ICD-10-CM has Z68.4 Body mass index (BMI) 40 or greater, adult. More granular: Z68.41 41.0-41.9, Z68.42 42.0-42.9, Z68.43 43.0-43.9, Z68.44 44.0-44.9, Z68.45 45.0-49.9? Need verify.

Actually ICD-10-CM Z68 categories:
Z68.1 BMI ≤19.9, adult
Z68.2 BMI 20-29.9, adult? No subdivisions? Let's recall exact:
Z68.20 Body mass index (BMI) 20.0-20.9, adult
Z68.21 21.0-21.9
...
Z68.29 29.0-29.9
Z68.3 Body mass index (BMI) 30.0-30.9? maybe Z68.30? Let's check memory:
ICD-10-CM Z68:
Z68.1 Body mass index (BMI) 19.9 or less, adult
Z68.2 Body mass index (BMI) 20.0-29.9, adult
- Z68.20 BMI 20.0-20.9
- Z68.21 21.0-21.9
...
- Z68.29 29.0-29.9
Z68.3 Body mass index (BMI) 30.0-30.9, adult? Maybe Z68.30? Let's recall code names:
Z68.30 Body mass index (BMI) 30.0-30.9, adult
Z68.31 BMI 31.0-31.9, adult
Z68.32 32.0-32.9
Z68.33 33.0-33.9
Z68.34 34.0-34.9
Z68.35 35.0-35.9
Z68.36 36.0-36.9
Z68.37 37.0-37.9
Z68.38 38.0-38.9
Z68.39 39.0-39.9
Z68.4 Body mass index (BMI) 40 or greater, adult
- Z68.40 BMI 40.0-40.9, adult
- Z68.41 41.0-41.9
- Z68.42 42.0-42.9
- Z68.43 43.0-43.9
- Z68.44 44.0-44.9
- Z68.45 45.0-49.9
- Z68.51? pediatric? There is Z68.51 BMI pediatric, <5th percentile etc.

BMI 42.3 => Z68.42. Need JSON: {"diagnosis": "E66.01", "bmi_code": "Z68.42"}. Ensure exact.

Need maybe note that ICD-10-CM code for morbid obesity due to excess calories is E66.01. Yes.

Final only fenced JSON.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
Reasoning · 453 tokens
We need answer user's request. Need produce final JSON only. Need solve ICD-10-CM codes.

User: A 41-year-old documented as "morbid (severe) obesity due to excess calories" with BMI 42.3. Required keys: diagnosis (ICD-10-CM code for obesity diagnosis) and bmi_code (ICD-10-CM BMI status code for stated BMI).

Need know ICD-10-CM. Morbid (severe) obesity due to excess calories: E66.01? Let's recall. ICD-10-CM E66 Obesity. E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories? E66.1 Drug-induced obesity? E66.2 Morbid obesity with alveolar hypoventilation? E66.8 Other obesity, E66.9 unspecified. So diagnosis E66.01.

BMI status code: ICD-10-CM Z68 category. Adult BMI. 42.3 falls 42.0-42.9 => Z68.42? Need verify exact: Z68.1 Body mass index [BMI] 19.9 or less? Actually adult: Z68.1 BMI 19.9 or less; Z68.20-29 for 20-29; Z68.30-39 for 30-39; Z68.40-49 for 40 and above. Specific: Z68.40 BMI 40.0-40.9, Z68.41 41.0-41.9, Z68.42 42.0-42.9, Z68.43 43.0-43.9, etc. So Z68.42.

Need JSON exactly one fenced block. Keys diagnosis, bmi_code. Include strings. Ensure no extra.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
33Qwen3.8 Flash · Alibaba30.8s · 2,161 out | 5.8s · 454 out | 128.4s · 10,000 out
Attempt 1
Reasoning · 2,121 tokens
We need answer JSON only. Need think in English because user English. Need provide diagnosis code for morbid obesity due to excess calories and BMI code for BMI 42.3. Need know ICD-10-CM codes.

Question: "A 41-year-old is documented as "morbid (severe) obesity due to excess calories" with a body mass index of 42.3.
Required keys: "diagnosis" (the ICD-10-CM code for the obesity diagnosis) and "bmi_code" (the ICD-10-CM BMI status code for the stated BMI)."

Need exact code for morbid (severe) obesity due to excess calories. ICD-10-CM obesity: E66.01 Morbid (severe) obesity due to excess calories. Or E66.01 maybe. Let's verify. ICD-10-CM: E66.0 Obesity due to excess calories; E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories. E66.9 obesity unspecified. So diagnosis likely E66.01.

BMI code: adult BMI, age 41 adult. BMI 42.3. ICD-10-CM Z68 codes: BMI adult. Need exact code for BMI 42.3. There are ranges. I know Z68.40 BMI 40.0-40.9, adult; Z68.41 BMI 41.0-41.9; Z68.42 BMI 42.0-42.9; Z68.43 BMI 43.0-43.9? Wait need check current ICD-10-CM. In FY2024? Let's recall.

ICD-10-CM Z68 body mass index. Adult codes:
Z68.0 BMI 19 and under
Z68.1 BMI 20.0-20.9
Z68.21 BMI 21.0-21.9? Hmm there are decimals with Z68.2? Let's recall detailed.

Z68.0 Body mass index [BMI] 19 and under
Z68.1 BMI 20.0-20.9
Z68.20 BMI 21.0-21.9?
Z68.21 BMI 22.0-22.9?
Z68.22 BMI 23.0-23.9?
Z68.23 BMI 24.0-24.9?
Z68.24 BMI 25.0-25.9?
Z68.25 BMI 26.0-26.9?
Z68.26 BMI 27.0-27.9?
Z68.27 BMI 28.0-28.9?
Z68.28 BMI 29.0-29.9?
Z68.29 BMI 30.0-30.9? No.
Maybe:
Z68.30 BMI 30.0-30.9
Z68.31 BMI 31.0-31.9
Z68.32 BMI 32.0-32.9
Z68.33 BMI 33.0-33.9
Z68.34 BMI 34.0-34.9
Z68.35 BMI 35.0-35.9
Z68.36 BMI 36.0-36.9
Z68.37 BMI 37.0-37.9
Z68.38 BMI 38.0-38.9
Z68.39 BMI 39.0-39.9
Z68.40 BMI 40.0-40.9
Z68.41 BMI 41.0-41.9
Z68.42 BMI 42.0-42.9
Z68.43 BMI 43.0-43.9
Z68.44 BMI 44.0-44.9
Z68.45 BMI 45.0-45.9
Z68.46 BMI 46.0-46.9
Z68.47 BMI 47.0-47.9
Z68.48 BMI 48.0-48.9
Z68.49 BMI 49.0-49.9
Z68.50 BMI 50.0-50.9 ... etc.

But need exact code Z68.42 for BMI 42.0-42.9, adult. Confirm. In old ICD-10-CM codes? There are pediatric BMI codes Z68.51? No, ICD-10-CM changed: Z68.1 BMI 20.0-20.9? Actually BMI adult codes have Z68._1? Let's recall from CMS? Need ensure no missing.

ICD-10-CM FY2023/24: Z68.1 Body mass index [BMI] 20.0-20.9, adult; Z68.2? maybe 21.0-21.9; ... The decimal structure might be:
Z68.1 BMI 20.0-20.9
Z68.20 BMI 21.0-21.9? Hmm because Z68.2? Could be category for age? Let's verify from memory. ICD-10-CM 2022: Z68.- Body mass index [BMI]. There are adult and pediatric (under 18) categories with percentiles.

Codes:
Z68.0 Body mass index [BMI] 19 and under
Z68.1 Body mass index [BMI] 20.0-20.9
Z68.20 Body mass index [BMI] 21.0-21.9
Z68.21 Body mass index [BMI] 22.0-22.9
Z68.22 Body mass index [BMI] 23.0-23.9
Z68.23 Body mass index [BMI] 24.0-24.9
Z68.24 Body mass index [BMI] 25.0-25.9
Z68.25 Body mass index [BMI] 26.0-26.9
Z68.26 Body mass index [BMI] 27.0-27.9
Z68.27 Body mass index [BMI] 28.0-28.9
Z68.28 Body mass index [BMI] 29.0-29.9
Z68.29 Body mass index [BMI] 30.0-30.9
Z68.30 BMI 31.0-31.9? Wait no? Let's think.

There is code Z68.3? Maybe BMI 31.0-31.9? The official tabular? I recall: Z68.30 BMI 30.0-30.9, Z68.31 BMI 31.0-31.9, Z68.32 BMI 32.0-32.9...
But I also recall from coding sites: BMI 42.5 code is Z68.42 - Body mass index [BMI] 42.0-42.9, adult. That's likely.

But need not overcomplicate.

Output exactly JSON code block.
Keys: diagnosis, bmi_code. Values as strings. Need no extra. Ensure E66.01 with decimal; Z68.42 with decimal. Maybe question says morbid (severe) obesity due to excess calories: E66.01. BMI code adult 42.3: Z68.42. If BMI status code for stated BMI: Z68.42. Need final:
```json
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
```

Double-check if morbid obesity code: E66.01 (Morbid (severe) obesity due to excess calories). Is there additional for BMI? Yes code with Z68.1-? For adult BMI 42.3. There may be code Z68.41? Let's verify ranges. Suppose Z68.40 BMI 40.0-40.9; Z68.41 BMI 41.0-41.9; Z68.42 BMI 42.0-42.9. yes.

Potential issue: ICD-10-CM code for BMI for adults changed: 2022 uses Z68.42 - Body mass index [BMI] 42.0-42.9. Yes.

Need only JSON block, no comments. Final.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
Reasoning · 414 tokens
We need answer JSON only. Need parse task. A 41-year-old documented as "morbid (severe) obesity due to excess calories" with BMI 42.3. Required keys diagnosis (ICD-10-CM code for obesity diagnosis) and bmi_code (ICD-10-CM BMI status code for stated BMI). Need know ICD-10-CM codes. Morbid (severe) obesity due to excess calories: E66.01? ICD-10-CM: E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories? E66.01 severe. BMI status: For adult BMI 42.3. ICD-10-CM BMI codes Z68.41? Need exact. Z68 Body mass index [BMI]. For age 18 and older: Z68.1 Underweight, Z68.21 etc normal? Z68.3? Let's recall: Z68.41 BMI 40.0-44.9, adult. Z68.42 BMI 45.0-49.9, adult. Z68.43 BMI 50.0-59.9, adult. Z68.44 BMI 60.0 or more, adult. Z68.54 BMI 55.0-59.9? Hmm. Let's verify mentally: ICD-10-CM Z68.41 Body mass index [BMI] 40.0-44.9, adult. BMI 42.3 adult => Z68.41. Need report code exactly as written in code set, no decimal? These codes have decimals. Diagnosis E66.01. bmi_code Z68.41. Ensure only JSON block.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
Attempt 3
Reasoning · 10,000 tokens
We need answer user's request. Need produce final JSON only. Need determine ICD-10-CM diagnosis and BMI status code.

Prompt: A 41-year-old documented "morbid (severe) obesity due to excess calories" with BMI 42.3. Required keys diagnosis and bmi_code.

Need know ICD-10-CM coding. Morbid (severe) obesity due to excess calories. ICD-10-CM code? Obesity due to excess calories E66.01? Let's recall.

ICD-10-CM E66 Obesity. E66.0 Obesity due to excess calories. E66.01 Morbid (severe) obesity due to excess calories. E66.09 Other obesity due to excess calories. Yes diagnosis likely E66.01.

BMI status code. ICD-10-CM Z68.- body mass index [BMI] adult. For BMI 42.3? Adult range. Need code. Z68.44? Let's recall:
Z68.1 Underweight? Adult?
Actually adult BMI:
Z68.1 Body mass index [BMI] 15.0-15.9, adult
Z68.2 16.0-16.9
Z68.3 17.0-17.9
Z68.4? Maybe 18.0-18.9? Need exact.
Wait ICD Z68 range:
Z68.0 Body mass index [BMI] adult, unspecified? No.
Z68.1 Body mass index [BMI] 15.0-15.9, adult
Z68.2 BMI 16.0-16.9, adult
Z68.3 BMI 17.0-17.9, adult
Z68.4 BMI 18.0-18.9, adult
Z68.5 BMI 19.0-19.9, adult
Z68.6 BMI 20.0-21.9, adult? Hmm.
Let's remember codes for adult BMI:
Z68.1 BMI 15.0-15.9
Z68.2 BMI 16.0-16.9
Z68.3 BMI 17.0-17.9
Z68.4 BMI 18.0-18.9
Z68.5 BMI 19.0-19.9
Z68.6 BMI 20.0-21.9
Z68.7 BMI 22.0-23.9
Z68.8? Maybe BMI 24.0-24.9? Need not.
Z68.9? unspecified adult? Wait BMI categories above 24 use extension Z68.3-? Let's recall ICD-10-CM Official Guidelines for obesity: Code BMI with Z68.- if documented. Adult BMI 42.3 maybe Z68.44? Let's inspect memory: There are codes Z68.41 through Z68.46 for BMI 25.0-30.9? Actually no.

ICD-10-CM Z68.- Body mass index [BMI] adult:
Z68.0 BMI adult, unspecified
Z68.1 BMI 15.0-15.9, adult
Z68.2 BMI 16.0-16.9, adult
Z68.3 BMI 17.0-17.9, adult
Z68.4 BMI 18.0-18.9, adult
Z68.5 BMI 19.0-19.9, adult
Z68.6 BMI 20.0-21.9, adult
Z68.7 BMI 22.0-23.9, adult
Z68.8? BMI 24.0-24.9, adult? Hmm maybe Z68.81? 
Z68.9 BMI adult, unspecified? 

Wait ICD-10-CM has many Z68.4x? For BMI in 18.5? Let's recall: For adult BMI, codes from Z68.1 to Z68.44? I remember code Z68.44 for BMI 38.0-38.9? Or maybe Z68.45 for 39.0-39.9, Z68.46 for 40.0-40.9? Hmm.

Let's search memory. There are BMI pediatric codes Z00.129? No.

In ICD-10-CM Tabular List Z68 Body mass index [BMI] adult.
Maybe:
Z68.0 Body mass index [BMI] adult, unspecified
Z68.1 BMI 15.0-15.9, adult
Z68.2 BMI 16.0-16.9, adult
Z68.3 BMI 17.0-17.9, adult
Z68.4 BMI 18.0-18.9, adult
Z68.5 BMI 19.0-19.9, adult
Z68.6 BMI 20.0-21.9, adult
Z68.7 BMI 22.0-23.9, adult
Z68.8? BMI 24.0-24.9, adult? But maybe Z68.9?
Z68.9? Body mass index [BMI] 25.0-29.9, adult? No.

Let's recall from coding examples: BMI 30.4 = Z68.30? Hmm? Wait codes Z68.3x? Let's reconstruct.

Adult BMI ranges in ICD-10-CM:
- Z68.1 BMI 15.0-15.9, adult
- Z68.2 BMI 16.0-16.9, adult
- Z68.3 BMI 17.0-17.9, adult
- Z68.4 BMI 18.0-18.9, adult
- Z68.5 BMI 19.0-19.9, adult
- Z68.6 BMI 20.0-21.9, adult
- Z68.7 BMI 22.0-23.9, adult
- Z68.8 BMI 24.0-24.9, adult
- Z68.9 BMI adult, unspecified? Wait Z68.9 may be BMI 25.0-29.9? Hmm.

Actually there is Z68.3? Let me think of known codes: Z68.1? I've seen BMI codes: Z68.22? no.

From e-ICD: Z68.- Body mass index [BMI] adult. Subcategories:
Z68.1 Body mass index [BMI] 15.0-15.9, adult
Z68.2 Body mass index [BMI] 16.0-16.9, adult
Z68.3 Body mass index [BMI] 17.0-17.9, adult
Z68.4 Body mass index [BMI] 18.0-18.9, adult
Z68.5 Body mass index [BMI] 19.0-19.9, adult
Z68.6 Body mass index [BMI] 20.0-21.9, adult
Z68.7 Body mass index [BMI] 22.0-23.9, adult
Z68.8 Body mass index [BMI] 24.0-24.9, adult
Z68.9 Body mass index [BMI] adult, unspecified? Hmm no, but what about overweight/obese BMI? Maybe codes Z68.4x? Wait above ranges only up to 24.9? That seems incomplete. Need codes for BMI 25 and above. Maybe Z68.42 is BMI 27.0-27.9? Let's find memory of ICD-10-CM codes for overweight: Z68.41? Code for BMI 35.0-35.9 is Z68.41? Actually yes, there are codes Z68.41, Z68.42, Z68.43, Z68.44, Z68.45, Z68.46? Let's recall from documentation: Overweight (BMI 25-29) not coded? There is Z68.41? Let's think.

From ICD-10-CM codebook maybe:
Z68.1? BMI 15.0-15.9
Z68.2? BMI 16.0-16.9
Z68.3? BMI 17.0-17.9
Z68.4? BMI 18.0-18.9
Z68.5? BMI 19.0-19.9
Z68.6? BMI 20.0-21.9
Z68.7? BMI 22.0-23.9
Z68.8? BMI 24.0-24.9
Z68.9? BMI adult, unspecified
But then how to code obesity BMI? Maybe use Z68.4x subcategories? Wait perhaps the range codes are:
Z68.1 - BMI 15.0-15.9
Z68.2 - BMI 16.0-16.9
Z68.3 - BMI 17.0-17.9
Z68.4 - BMI 18.0-18.9
Z68.5 - BMI 19.0-19.9
Z68.6 - BMI 20.0-21.9
Z68.7 - BMI 22.0-23.9
Z68.8? Hmm.

No, I remember specific code Z68.34 for BMI 24.0-24.9? Or Z68.35? Let's inspect memory: Coding BMI:
Adult BMI:
- Z68.1: 15.0-15.9
- Z68.2: 16.0-16.9
- Z68.3: 17.0-17.9
- Z68.4: 18.0-18.9
- Z68.5: 19.0-19.9
- Z68.6: 20.0-21.9
- Z68.7: 22.0-23.9
- Z68.8: 24.0-24.9? Maybe Z68.8 is unspecified?
- Z68.9: unspecified? Hmm.
Then for BMI 25 and above there are codes Z68.41? Maybe these are pediatric? Let's search mental from claims: BMI 41.2 code is Z68.41? BMI 42.3 maybe Z68.42? Let's reason from decimal pattern.

I know ICD-10-CM has Z68.4 Body mass index [BMI] 24.0-24.9, adult? No if fourth digit extension: Z68.41 = BMI 27.0-27.9? Maybe:
Z68.41 Body mass index [BMI] 27.0-27.9, adult
Z68.42 Body mass index [BMI] 28.0-28.9, adult
Z68.43 Body mass index [BMI] 29.0-29.9, adult
Z68.44 Body mass index [BMI] 30.0-30.9? Wait.
Or:
Z68.41: BMI 31.0-31.9? Let's recall exact mapping from code descriptors:
Z68.41 Body mass index [BMI] 27.0-27.9, adult? Or maybe Z68.4 is BMI 24.0-24.9? Let's look at alphabetic index: Body mass index (BMI) (adult) Z68.9. Overweight Z68.1? Hmm no.

Let's derive from possible range structure. For adult BMI codes in ICD-10-CM 2025:
Z68.0 Body mass index [BMI] adult, unspecified
Z68.1 Body mass index [BMI] 15.0-15.9, adult
Z68.2 Body mass index [BMI] 16.0-16.9, adult
Z68.3 Body mass index [BMI] 17.0-17.9, adult
Z68.4 Body mass index [BMI] 18.0-18.9, adult
Z68.5 Body mass index [BMI] 19.0-19.9, adult
Z68.6 Body mass index [BMI] 20.0-21.9, adult
Z68.7 Body mass index [BMI] 22.0-23.9, adult
Z68.8? maybe BMI 24.0-24.9? But if 24 has a single code then need 25+ codes maybe:
Z68.41? But Z68.4 already used for 18.0-18.9. So Z68.41 could be under Z68.4. Actually Z68.41 would be a subcode of Z68.4, not distinct? If Z68.4 is not final but category? For categories with further subdivision, parent Z68.4 may not be valid? In ICD, a category like Z68.4 may have subcodes, making parent non-billable? But often Z68.4 is billable? If there are Z68.41 etc, then Z68.4 may be non-billable. Need know.

Maybe actual structure:
Z68.0 Body mass index [BMI] adult, unspecified
Z68.1 Body mass index [BMI] 15.0-15.9, adult
Z68.2 Body mass index [BMI] 16.0-16.9, adult
Z68.3 Body mass index [BMI] 17.0-17.9, adult
Z68.4 Body mass index [BMI] 18.0-18.9, adult
Z68.5 Body mass index [BMI] 19.0-19.9, adult
Z68.6 Body mass index [BMI] 20.0-21.9, adult
Z68.7 Body mass index [BMI] 22.0-23.9, adult
Z68.8 Body mass index [BMI] 24.0-24.9, adult
Z68.9 Body mass index [BMI] adult, unspecified? This seems plausible but incomplete for BMI >24.9. But maybe BMI >24.9 is coded with Z68.4x? Wait no. Let's search memory: I have seen code Z68.42 for BMI 40-44.9? Let's not conflate with E66.

Maybe ICD-10-CM code list for adult BMI includes Z68.41-Z68.46, not all decimal. Let's attempt to recall from CMS tables.

CMS ICD-10-CM code file: Z68.00? Z68.1? Z68.2? Z68.30? Let's think of ICD-10 codes for BMI status:
Z68.1 - BMI 15.0-15.9
Z68.2 - BMI 16.0-16.9
Z68.3 - BMI 17.0-17.9
Z68.4 - BMI 18.0-18.9
Z68.5 - BMI 19.0-19.9
Z68.6 - BMI 20.0-21.9
Z68.7 - BMI 22.0-23.9
Z68.8 - BMI 24.0-24.9
Z68.9 - adult unspecified
But then code for overweight? There are Z68.4x? Maybe these are for BMI in pregnancy? Wait there is Z34.90? BMI in pregnancy? Also Z0? Another block: Z68.0-9. Adult.

Maybe the missing BMI >25 codes are Z68.41 etc. What are their ranges? Let's search memory:
From ICD10Data: "Z68.41" = Body mass index [BMI] 27.0-27.9, adult. "Z68.42" = Body mass index [BMI] 28.0-28.9, adult. "Z68.43" = Body mass index [BMI] 29.0-29.9, adult. "Z68.44" = Body mass index [BMI] 30.0-30.9, adult? Hmm maybe no, because obesity codes.

Let's recall exact mapping for adult BMI (from a website perhaps):
Z68.0 - Body mass index [BMI] adult, unspecified
Z68.1 - BMI 15.0-15.9, adult
Z68.2 - BMI 16.0-16.9, adult
Z68.3 - BMI 17.0-17.9, adult
Z68.4 - BMI 18.0-18.9, adult
Z68.5 - BMI 19.0-19.9, adult
Z68.6 - BMI 20.0-21.9, adult
Z68.7 - BMI 22.0-23.9, adult
Z68.8 - BMI 24.0-24.9, adult? But maybe not, then there is Z68.9.
Z68.41 - BMI 27.0-27.9, adult? Why jumps 25,26? There are:
Z68.41 - BMI 27.0-27.9, adult
Z68.42 - BMI 28.0-28.9, adult
Z68.43 - BMI 29.0-29.9, adult
Z68.44 - BMI 30.0-30.9, adult? Hmm.
Actually maybe:
Z68.41 - BMI 24.0-24.9, adult?
Z68.42 - BMI 25.0-25.9, adult
Z68.43 - BMI 26.0-26.9, adult
Z68.44 - BMI 27.0-27.9, adult? That pattern would be under category Z68.4 (maybe Z68.4 not a separate range). But why Z68.4 subcodes for BMI 24.0-27.9? Because ICD code for BMI uses Z68.4x for 24.0+?

Let's examine known codes: I have seen "Z68.44" used for BMI 38.0-38.9? Let's search memory from coding: 
- BMI 27.0-27.9 code: Z68.42? Hmm.
- BMI 30.0-30.9 code: Z68.43? no.
Maybe:
Z68.41 - Body mass index [BMI] 24.0-24.9, adult? But then what about 25.0-25.9? Z68.42 - 25.0-25.9? Could be.

Let's use the official BMI range table from CMS: I remember from HCCs?
HCC mapping:
- Morbid obesity with alveolar hypoventilation E66.01? no.
For BMI codes, Z68.1? Let's recall:
Z68.0 = unspecified
Z68.1 = 15.0-15.9
Z68.2 = 16.0-16.9
Z68.3 = 17.0-17.9
Z68.4 = 18.0-18.9
Z68.5 = 19.0-19.9
Z68.6 = 20.0-21.9
Z68.7 = 22.0-23.9
Z68.8 = 24.0-24.9
Z68.9 = unspecified? Hmm. But what about Z68.4? Wait no.

But the prompt is likely from coding challenge, expecting BMI code. The BMI is 42.3. They want ICD-10-CM BMI status code. In adult coding, BMI 42.3 falls in Z68.44? Let's verify.

I found memory: For adult BMI:
Z68.0 - Body mass index [BMI] adult, unspecified
Z68.1 - Body mass index [BMI] 15.0-15.9, adult
Z68.2 - Body mass index [BMI] 16.0-16.9, adult
Z68.3 - Body mass index [BMI] 17.0-17.9, adult
Z68.4 - Body mass index [BMI] 18.0-18.9, adult
Z68.5 - Body mass index [BMI] 19.0-19.9, adult
Z68.6 - Body mass index [BMI] 20.0-21.9, adult
Z68.7 - Body mass index [BMI] 22.0-23.9, adult
Z68.8? maybe Body mass index [BMI] 24.0-24.9, adult?
Z68.9? unspecified
Z68.41? Body mass index [BMI] 27.0-27.9, adult
Z68.42? 28.0-28.9
Z68.43? 29.0-29.9
Z68.44? 30.0-30.9? No if Z68.41 is 27, missing 25/26 maybe not coded? Overweight? Maybe ICD has only categories for BMI >=27? Wait.

Alternative: Pediatric BMI codes Z00.12x. Adult BMI >25? Let's look at alphabetic index: Body mass index [BMI] (adult) Z68.9; see also Body mass index [BMI] adult:
- 15.0-15.9 Z68.1
- 16.0-16.9 Z68.2
- 17.0-17.9 Z68.3
- 18.0-18.9 Z68.4
- 19.0-19.9 Z68.5
- 20.0-21.9 Z68.6
- 22.0-23.9 Z68.7
- 24.0-24.9 Z68.8
- 25.0-25.9 Z68.9? But no.

Need exact code for BMI 42.3. Could be Z68.44? Let's examine known codes from "ICD-10-CM 2023 codes BMI". I recall a table:
Body Mass Index (BMI), adult:
- BMI <15? unspecified?
- BMI 15.0-15.9 Z68.1
- BMI 16.0-16.9 Z68.2
- BMI 17.0-17.9 Z68.3
- BMI 18.0-18.9 Z68.4
- BMI 19.0-19.9 Z68.5
- BMI 20.0-21.9 Z68.6
- BMI 22.0-23.9 Z68.7
- BMI 24.0-24.9 Z68.8?
- BMI 25.0-27.9 Z68.41? Wait Z68.41 could be 25.0-25.9?
Maybe:
Z68.41 Body mass index [BMI] 27.0-27.9, adult
Z68.42 Body mass index [BMI] 28.0-28.9, adult
Z68.43 Body mass index [BMI] 29.0-29.9, adult
Z68.44 Body mass index [BMI] 30.0-30.9, adult? Hmm no.
Let's search mental from code definitions: I saw "Z68.3" is BMI 18? Maybe no. There is Z68.34? Let's see.

ICD-10-CM categories with decimal after Z68:
Z68.0: Body mass index [BMI] adult, unspecified? (2 chars? Actually category Z68, then two digits? Yes code length max 7; Z68.x? For Z68 there are Z68.1-Z68.4? Maybe Z68.4 is 3 digit? Wait ICD-10-CM code format: character 1 Z, characters 2-4 68.? Actually first char Z, second third? Z68 means Z-68 (three characters); decimal then fourth and maybe fifth, sixth, seventh. Subcategories can be one digit after decimal or more. So codes can be Z68.4 and Z68.41.

For BMI, categories maybe:
Z68.1 - BMI 15.0-15.9
Z68.2 - BMI 16.0-16.9
Z68.3 - BMI 17.0-17.9
Z68.4 - BMI 18.0-18.9
Z68.5 - BMI 19.0-19.9
Z68.6 - BMI 20.0-21.9
Z68.7 - BMI 22.0-23.9
Z68.8 - BMI 24.0-24.9
Z68.9 - adult, unspecified? (not ranges >24)
But this cannot code BMI 42.3. Unless adult BMI code for >25 is under E66? No BMI code should exist.

Wait maybe the BMI ranges after 25 are coded with Z68.41 through Z68.46. If Z68.4 parent is for BMI 24.0-30.9? Hmm.
Let's find exact mapping from memory of adult BMI codes: I recall a list:
Z68.0 - BMI adult, unspecified
Z68.1 - BMI 15.0-15.9
Z68.2 - BMI 16.0-16.9
Z68.3 - BMI 17.0-17.9
Z68.4 - BMI 18.0-18.9
Z68.5 - BMI 19.0-19.9
Z68.6 - BMI 20.0-21.9
Z68.7 - BMI 22.0-23.9
Z68.8? not
Z68.9? 
But I know codes: Z68.10? No.
Maybe Z68 codes for BMI are:
Z68.1 - Body mass index [BMI] 15.0-15.9, adult
Z68.2 - BMI 16.0-16.9
Z68.3 - BMI 17.0-17.9
Z68.4 - BMI 18.0-18.9
Z68.5 - BMI 19.0-19.9
Z68.6 - BMI 20.0-21.9
Z68.7 - BMI 22.0-23.9
Z68.8 - BMI 24.0-24.9
Z68.9 - adult, unspecified
But perhaps BMI over 25 uses Z68.4x? Let's see:
"Z68.41" description: Body mass index [BMI] 27.0-27.9, adult. Wait if there is Z68.41, what about 25.0-26.9? They might be combined:
- Z68.42? Hmm.

Let's recall specific code from CMS Chronic Care or HCCs. There is Z68.1 = BMI 15-15.9; Z68.2 = 16-16.9; Z68.3 = 17-17.9; Z68.4 = 18-18.9; Z68.5 = 19-19.9; Z68.6 = 20-21.9; Z68.7 = 22-23.9; Z68.8 = 24-24.9? But code for BMI >25? Maybe Z68.9? Wait if BMI >25 is not coded as a status but only for pediatric? No, there are Z68.41-Z68.46? Let's search mental from an official code table maybe:

ICD-10-CM Z68.4 (BMI) maybe:
Z68.41 Body mass index [BMI] 27.0-27.9, adult
Z68.42 Body mass index [BMI] 28.0-28.9, adult
Z68.43 Body mass index [BMI] 29.0-29.9, adult
Z68.44 Body mass index [BMI] 30.0-30.9, adult? no.

Let's use known code for BMI 40+? I remember "Z68.44" might be BMI 38.0-38.9? Why? Because code digits correspond to tenths maybe: 44? Hmm.

Let's search memory from ICD9 to ICD10 crosswalks: ICD-9 code V85.42 = body mass index 32.0-32.9, adult. ICD-10-CM equivalent? There are multiple ICD-9 BMI codes V85.01-V85.54. For adult BMI 41.0-41.9, ICD-9 V85.49? Wait ICD-9:
V85.0 underweight
V85.1 15.0-15.9
...
V85.4 obesity? Hmm.

ICD-10 adult BMI codes likely map from ICD-9 V85.5? Let's think of ICD9 V85.4x ranges: V85.4 Body mass index [BMI] 30.0-30.9? Wait ICD-9 V85 categories:
V85.0 Body mass index [BMI] 15.0-15.9? No.
V85.0 Underweight? Let's not.

Could be code Z68.44 for BMI 40.0-40.9? Let's infer: In ICD-9, V85.4 was body mass index [BMI] 30.0-30.9, adult? V85.45? no.
Maybe ICD-10 uses Z68.41-Z68.49 for BMI 30.0+? Let's search memory: "Body mass index [BMI] 40.0-40.9, adult" is Z68.41? Hmm.

Known code: "Z68.41" is body mass index [BMI] 27.0-27.9? I have seen "Z68.42" for BMI 30.0-30.9? Let's verify through examples: If patient has BMI 30.5, code Z68.42? I remember a query: BMI 31.7 code Z68.42? Not sure.

Maybe better: reconstruct ICD-10 code structure from official ranges in the tabular list. Could use mental from CMS table:

Z68 Body mass index [BMI] adult
Z68.0 BMI adult, unspecified
Z68.1 BMI 15.0-15.9, adult
Z68.2 BMI 16.0-16.9, adult
Z68.3 BMI 17.0-17.9, adult
Z68.4 BMI 18.0-18.9, adult
Z68.5 BMI 19.0-19.9, adult
Z68.6 BMI 20.0-21.9, adult
Z68.7 BMI 22.0-23.9, adult
Z68.8? BMI 24.0-24.9, adult? Wait if Z68.8 is parent? No.
Z68.9? BMI adult, unspecified.

Actually maybe there are codes:
Z68.41 BMI 24.0-24.9, adult
Z68.42 BMI 25.0-25.9, adult
Z68.43 BMI 26.0-26.9, adult
Z68.44 BMI 27.0-27.9, adult
Z68.45 BMI 28.0-28.9, adult
Z68.46 BMI 29.0-29.9, adult
Then what about 30+? Perhaps use obesity codes E66 with BMI Z68.44? Wait no.
Maybe Z68.4x for BMI 24-29.9 only; for 30+ not coded separately? But prompt specifically BMI 42.3. There must be code.

Let's look up from memory of ICD-10-CM "Z68.44". It might be BMI 38.0-38.9, adult. Code ranges from Z68.41 to Z68.44? Let's search mental: I've seen code "Z68.3" for BMI 19? no.

Maybe the table:
Z68.1 - BMI 15.0-15.9, adult
Z68.2 - BMI 16.0-16.9, adult
Z68.3 - BMI 17.0-17.9, adult
Z68.4 - BMI 18.0-18.9, adult
Z68.5 - BMI 19.0-19.9, adult
Z68.6 - BMI 20.0-21.9, adult
Z68.7 - BMI 22.0-23.9, adult
Z68.8 - BMI 24.0-24.9, adult? Hmm.
Z68.41 - BMI 25.0-25.9, adult? No.
Z68.42 - BMI 26.0-26.9
Z68.43 - BMI 27.0-27.9
Z68.44 - BMI 28.0-28.9
Z68.45 - BMI 29.0-29.9
Z68.46 - BMI 30.0-30.9
...? Could have Z68.4A-Z68.4Z? Wait ICD-10-CM allows sixth char alphanumeric for Z68? Maybe there are 5-digit codes only? Z68.41 is 5-char.
But I know adult BMI codes for BMI up to >50 may be Z68.41-Z68.44? Hmm.

Let's think of ICD-10 code "Z68.3" (Body mass index [BMI] 18.0-18.9)? no.

Alternative path: Use official code mapping from WHO? But we don't have internet. Need rely memory. Let's derive from ICD-10-CM Z68 subcategory structure maybe by ranges:
- Z68.0 Body mass index [BMI] adult, unspecified
- Z68.1 Body mass index [BMI] 15.0-15.9, adult
- Z68.2 Body mass index [BMI] 16.0-16.9, adult
- Z68.3 Body mass index [BMI] 17.0-17.9, adult
- Z68.4 Body mass index [BMI] 18.0-18.9, adult
- Z68.5 Body mass index [BMI] 19.0-19.9, adult
- Z68.6 Body mass index [BMI] 20.0-21.9, adult
- Z68.7 Body mass index [BMI] 22.0-23.9, adult
- Z68.8 Body mass index [BMI] 24.0-24.9, adult? But no.

Maybe BMI >25 are not coded under Z68 but E66 with Z code not needed? But task asks BMI code for stated BMI. There are BMI codes for obesity categories.

Let's search internal memory: There is a CMS HCC code: Z68.41? I recall a table mapping Z68 codes to HCC: 
- HCC 49 Morbid Obesity: Z68.41-Z68.44? Wait.
Maybe Z68.41 = BMI 41.0-41.9? Because HCC 49 is morbid obesity with BMI 40+? There are Z68.41, Z68.42, Z68.43, Z68.44, Z68.45, Z68.46 for high BMI? Let's recall a specific code: For BMI > 50, Z68.45? Maybe? 

From code descriptions: 
Z68.41 Body mass index [BMI] 24.0-24.9, adult? no.
Z68.42 Body mass index [BMI] 25.0-25.9? no.
But if high BMI:
Z68.44 Body mass index [BMI] 38.0-38.9, adult? 
Z68.45 Body mass index [BMI] 39.0-39.9, adult?
Z68.46 Body mass index [BMI] 40.0-40.9, adult?
Z68.47? Hmm not.

Maybe code pattern:
Z68.41 BMI 31.0-31.9
Z68.42 BMI 32.0-32.9
Z68.43 BMI 33.0-33.9
Z68.44 BMI 34.0-34.9?
This pattern would put 42.3 under something else? Not.

Let's search mental of ICD-10-CM 2024: "Z68.4 Body mass index [BMI] 18.0-18.9, adult" no fifth subcategories? But Z68.41? Hmm.

Maybe I should use knowledge of coding for BMI in adult: It's coded with Z68.1-Z68.44? Wait 42.3 falls in Z68.44? I need confidence.

I remember a specific code: "Z68.44" for Body mass index [BMI] 40.0-40.9, adult? Or Z68.44 for BMI 42.0-42.9? Let's reconstruct from ICD-10-CM range list for high BMI:

Could be:
Z68.3? BMI 27.0-27.9? no.

Let's inspect possible code structure in ICD-10-CM. It often uses sequential decimal subcodes not directly tied to values. There may be a table in guidelines:
BMI (adult) codes:
- Z68.1 15.0-15.9
- Z68.2 16.0-16.9
- Z68.3 17.0-17.9
- Z68.4 18.0-18.9
- Z68.5 19.0-19.9
- Z68.6 20.0-21.9
- Z68.7 22.0-23.9
- Z68.8? (maybe 24.0-24.9)
- Z68.9? unspecified
- Z68.41? 25.0-25.9?
- Z68.42? 26.0-26.9?
- Z68.43? 27.0-27.9?
- Z68.44? 28.0-28.9?
- Z68.45? 29.0-29.9?
- Z68.46? 30.0-30.9?
But then 42.3 would need beyond Z68.46. Maybe there is Z68.47? But ICD allows Z68.4x up to 4 characters after decimal? Maybe:
Z68.47 - BMI 31.0-31.9?
Z68.48 - BMI 32.0-32.9?
Z68.49 - BMI 33.0-33.9?
Z68.4A - BMI 34.0-34.9?
... no I don't remember.

But I know ICD-10-CM uses alphanumeric fifth characters (e.g., S52.541A). But for Z68 maybe fifth char numeric only up to 6? Not.

Let's search memory of actual code "Z68.
[empty response]
Grader detail
json{
  "reason": "response did not contain parseable JSON"
}
33DeepSeek V4 Pro · DeepSeek0.9s · 26 out | 1.5s · 30 out | 4.9s · 267 out
Attempt 1
{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
Reasoning · 236 tokens
We need to provide the ICD-10-CM codes for the diagnosis and the BMI status code. The documented condition is "morbid (severe) obesity due to excess calories" with BMI 42.3. In ICD-10-CM, obesity is coded under E66. The specific code for morbid (severe) obesity due to excess calories is E66.01: Morbid (severe) obesity due to excess calories. This is a combination code that includes the cause (excess calories) and the severity (morbid/severe). So "diagnosis" should be "E66.01".

For the BMI status code, BMI 42.3 falls into the range of obesity class III (BMI 40.0–44.9). The ICD-10-CM code for BMI 40.0–44.9, adult, is Z68.41. So "bmi_code" should be "Z68.41".

Important: The BMI code is a Z code, which is a secondary code. It has a decimal point. No seventh character needed. The diagnosis code also uses a decimal point. So output JSON.
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": false,
  "abstained": false
}
0Claude Opus 4.8 · Anthropic1.2s · 36 out | 1.2s · 41 out | 1.2s · 41 out
Attempt 1
json{"diagnosis": "E66.01", "bmi_code": "Z68.42"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
0Claude Sonnet 4.6 · Anthropic1.4s · 29 out | 1.3s · 29 out | 1.3s · 29 out
Attempt 1
json{"diagnosis": "E66.01", "bmi_code": "Z68.42"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
json{"diagnosis": "E66.01", "bmi_code": "Z68.42"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
json{"diagnosis": "E66.01", "bmi_code": "Z68.42"}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
0Claude Haiku 4.5 · Anthropic19.4s · 1,571 out | 23.5s · 3,430 out | 67.8s · 6,347 out
Attempt 1
Reasoning · 1,533 tokens
The user is asking me to identify two ICD-10-CM codes:

1. A diagnosis code for "morbid (severe) obesity due to excess calories" with BMI 42.3
2. A BMI status code for the stated BMI of 42.3

Let me work through this carefully.

For severe/morbid obesity in ICD-10-CM:

The main obesity codes in E66 are:
- E66.01 - Drug-induced obesity with excess calories
- E66.09 - Other obesity due to excess caloric intake
- E66.1 - Drug-induced obesity
- E66.2 - Morbid (severe) obesity with alveolar hypoventilation
- E66.3 - Overweight
- E66.8 - Other specified obesity
- E66.9 - Unspecified obesity

The case describes "morbid (severe) obesity due to excess calories" - this would be E66.09 (Other obesity due to excess caloric intake). However, the clinical note says "morbid" which suggests it's E66.2 or possibly another code.

Let me reconsider. The ICD-10 guidance is:
- E66.01: Drug-induced obesity with excess calories
- E66.09: Other obesity due to excess caloric intake

Since the note specifically says "due to excess calories" (not drug-induced), E66.09 seems appropriate. However, it also says "morbid (severe)" which might suggest E66.2 (Morbid (severe) obesity with alveolar hypoventilation), but that specifically requires alveolar hypoventilation.

Actually, looking at ICD-10 more carefully:
- E66.0: Obesity due to excess calories
  - E66.01: Drug-induced obesity with excess calories
  - E66.09: Other obesity due to excess caloric intake
- E66.1: Drug-induced obesity
- E66.2: Morbid (severe) obesity with alveolar hypoventilation

Since there's no mention of alveolar hypoventilation in this case, E66.09 fits better than E66.2 despite the "morbid" wording — that term is just describing severity, not pointing to the hypoventilation code. I keep going back and forth, but E66.09 seems right since the documentation explicitly ties the obesity to excess caloric intake without any respiratory complication noted.

to alveolar hypoventilation specifically, so that combination isn't automatically implied by "morbid" alone.

Coding guidance doesn't support using E66.2 without documented alveolar hypoventilation, so E66.09 stands as correct.

Next, BMI status codes: Z68.1 (<19), Z68.2 (19-24), Z68.3 (25-29.9), Z68.4 (30-34.9), Z68.5 (35-39.9)—need to match the specific documented BMI value.

For BMI codes above 40, there's further breakdown: Z68.61 (40.0-44.9), Z68.62 (45.0-49.9), Z68.63 (50.0-59.9), Z68.64 (60+). A BMI of 42.3 falls into Z68.61.

Final answers: E66.09 for diagnosis, Z68.61 for BMI code.

_code: Z68.61

json{
  "diagnosis": "E66.09",
  "bmi_code": "Z68.61"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.09",
      "ok": false,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.61",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
Reasoning · 3,392 tokens
This task is asking me to provide ICD-10-CM codes for:
1. A diagnosis of "morbid (severe) obesity due to excess calories" with BMI 42.3
2. An ICD-10-CM BMI status code for the stated BMI of 42.3

Let me work through this:

For the obesity diagnosis:
- The patient has "morbid (severe) obesity due to excess calories"
- In ICD-10-CM, obesity is coded under E66
- E66.01 is "Drug-induced obesity with excess calories"
- E66.09 is "Other obesity due to excess calories"
- E66.1 is "Drug-induced obesity with dependence on opioids"
- E66.2 is "Morbid (severe) obesity with alveolar hypoventilation"
- E66.8 is "Other specified obesity"
- E66.9 is "Obesity, unspecified"

Since the documentation states "morbid (severe) obesity due to excess calories," and this is not drug-induced, the appropriate code would be E66.09 "Other obesity due to excess calories."

Actually, let me reconsider. Looking at the E66 codes more carefully:
- E66.0 is "Obesity due to excess calories" with subcodes:
  - E66.01 "Drug-induced obesity with excess calories"
  - E66.09 "Other obesity due to excess calories"
- E66.1 "Drug-induced obesity with dependence on opioids"
- E66.2 "Morbid (severe) obesity with alveolar hypoventilation"
- E66.3 "Overweight"
- E66.8 "Other specified obesity"
- E66.9 "Obesity, unspecified"

The documentation says "morbid (severe) obesity due to excess calories." This suggests:
- It's morbid/severe obesity (BMI ≥40)
- Caused by excess calories, not drug-induced

Without alveolar hypoventilation mentioned, E66.2 doesn't fit. Since the cause is stated as excess calories and not drug-induced, E66.09 seems the best match for "morbid (severe) obesity due to excess calories" - this remains the code even though "morbid" isn't explicitly named in E66.09's title, since ICD-10-CM doesn't have a dedicated combination code for morbid obesity with excess calories outside the alveolar hypoventilation context.

For the BMI itself, ICD-10-CM uses the separate Z68 category. Z68.3 covers BMI 30-39.9 with subcodes by whole number (Z68.30-Z68.39), while Z68.4 covers BMI 40 and above.

At 42.3, the patient's BMI lands in the Z68.41-Z68.44 range specifically Z68.43 for "BMI 42.0-42.9, adult."

So I'm landing on diagnosis E66.09 and bmi_code Z68.43. Though I should double-check E66.09 is right for "morbid (severe) obesity due to excess calories" - the term "morbid obesity" specifically

E66.2 exists as "Morbid (severe) obesity with alveolar hypoventilation" but that's only used when hypoventilation is documented. E66.0's subcategories cover obesity due to excess calories generally - E66.01 for drug-induced, E66.09 for other causes. Since there's no mention of alveolar hypoventilation and excess calories is the stated cause, "morbid" here is just describing severity rather than pointing to a different code. E66.09 fits.

Final answers: diagnosis E66.09, bmi_code Z68.43.

orbid obesity" specifically - checking if E66.2 applies without alveolar hypoventilation being mentioned. No, that code requires alveolar hypoventilation as a component. E66.8 is "Other specified obesity" and E66.9 is "Obesity, unspecified" - neither fits since excess calories is documented as the cause. E66.09 remains the best match for morbid obesity due to excess calories without hypoventilation.

Final answers:
- diagnosis: E66.09
- bmi_code: Z68.43

Double-checking the E66 code structure: E66.0 covers obesity due to excess calories, E66.1 is drug-induced with opioid dependence, E66.2 requires alveolar hypoventilation, E66.3 is overweight, E66.8/E66.9 are other/unspecified. Given the documentation specifies excess calories as the cause with no mention of hypoventilation, E66.09 fits correctly - the "morbid" descriptor indicates severity but doesn't change the code category since the excess calories etiology is documented.

whether simple or morbid, with subcategories E66.01 (drug-induced) and E66.09 (other, including morbid obesity due to excess calories).

That confirms E66.09 for the diagnosis code, with Z68.43 for BMI. No seventh character applies here since these E66 and Z68 codes max out at 5 characters, and the seventh character requirement is limited to categories like S, V, T.

Both codes should include their decimals as written in the code set: E66.09 and Z68.43. These are my final answers.

Checking the E66 subcategories confirms this: E66.0 covers obesity due to excess calories, with E66.01 for drug-induced and E66.09 for other causes. Since this case isn't drug-induced, E66.09 fits for morbid obesity due to excess calories. Z68.43 correctly maps to a BMI of 42.3.

Final answers: diagnosis E66.09, bmi_code Z68.43.

json{
  "diagnosis": "E66.09",
  "bmi_code": "Z68.43"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.09",
      "ok": false,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.43",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
Reasoning · 6,308 tokens
The user is asking for two ICD-10-CM codes:

1. A diagnosis code for "morbid (severe) obesity due to excess calories"
2. A BMI status code for a BMI of 42.3

Let me work through these:

**Diagnosis Code for Morbid Obesity:**
The ICD-10-CM coding for obesity has several options:
- E66.0 - Obesity due to excess calories
- E66.01 - Drug-induced obesity (not relevant here)
- E66.09 - Other obesity due to excess calories
- E66.1 - Drug-induced obesity
- E66.2 - Morbid (severe) obesity with alveolar hypoventilation
- E66.9 - Unspecified obesity

The key term here is "morbid (severe) obesity due to excess calories." This points to:
- E66.01 would be for drug-induced
- E66.09 is for "Other obesity due to excess calories"

Actually, let me reconsider. The documentation says "morbid (severe) obesity due to excess calories." 

Looking at ICD-10-CM coding:
- E66.9 - Unspecified obesity
- E66.8 - Other obesity
- E66.2 - Morbid (severe) obesity with alveolar hypoventilation
- E66.1 - Drug-induced obesity
- E66.0 - Obesity due to excess calories

For "morbid (severe) obesity due to excess calories," this would typically be coded with E66.0 or one of its subcategories. However, E66.0 has subcategories:
- E66.01 - Drug-induced obesity
- E66.09 - Other obesity due to excess calories

Since it's specifically stated as being due to excess calories and there's no mention of drug involvement, E66.09 would be appropriate.
I want to check whether "morbid" here points to E66.2 instead, since that code explicitly names "Morbid (severe) obesity." But E66.2 requires alveolar hypoventilation, which isn't documented. Without that complication, E66.2 doesn't fit despite the terminology overlap. So the excess-calories etiology combined with no hypoventilation still steers me toward the E66.0 category rather than E66.2.

Other obesity due to excess calories" is the more specific option here.

Rechecking the standard structure: E66.0 (excess calories), E66.1 (drug-induced), E66.2 (morbid with alveolar hypoventilation), E66.8 (other specified), E66.9 (unspecified). E66.2 explicitly pairs "morbid" with hypoventilation, which isn't documented here, so that code doesn't fit despite the severity descriptor matching. Need another path for morbid obesity tied to excess calories without hypoventilation.

I don't think ICD-10-CM has a distinct "morbid obesity due to excess calories" code separate from E66.0 subcategories - severity likely isn't a coding axis outside E66.2. Given the documentation, E66.09 seems the best fit, capturing excess calories as the cause while covering the severe presentation, though I want to verify there isn't a more precise code.

E66.2 covers morbid obesity with alveolar hypoventilation, E66.8 other specified, E66.9 unspecified. I'm second-guessing the E66.0 subcategory breakdown—drug-induced doesn't logically fit under "excess calories," so maybe there's an age-based split instead (child, adolescent, etc.) rather than a drug-induced/other split.

If age-based, adult would land at E66.09 for excess-calorie obesity, fitting the 41-year-old patient. So my working answer for "morbid (severe) obesity due to excess calories" is E66.09, though I'm not fully confident. I need to keep the exact decimal formatting per the coding rules and should double-check this against the actual ICD-10 structure rather than relying on assumption.

subcode under E66.0 specifically, so E66.0 or E66.09 remains the fallback despite the "morbid" documentation.

Moving to BMI coding, 42.3 needs a Z68 status code. Z68.1 covers 19.0-24.9, Z68.2 covers 25.0-29.9, Z68.3 covers 30.0-39.9 — none of these fit a BMI of 42.3, so I need to look further into the Z68.4x subcategories.

Z68.4 marks severe obesity (BMI 40+), broken into Z68.41 (40.0-44.9), Z68.42 (45.0-49.9), Z68.43 (50.0-59.9), and Z68.44 (60+). A BMI of 42.3 falls squarely into Z68.41.

So my working answers: E66.09 for the obesity diagnosis, Z68.41 for BMI status. Let me double-check the first code once more.

E66.0 covers obesity due to excess calories but may lack a morbid subtype, while E66.2 explicitly covers morbid obesity but only with alveolar hypoventilation - not quite matching. E66.9 is unspecified obesity, also not fitting. Without a clear combination code for "morbid" + "due to excess calories," E66.09 (or plain E66.0) still seems like the best fit given the documentation.

Reconsidering the actual subcode structure: E66.01 for drug-induced obesity doesn't align logically under "excess calories," so I suspect the subcodes actually differentiate by age group - child, adolescent, adult - rather than cause. That would make E66.09 the adult classification, which fits this 41-year-old patient. I'll go with E66.09 as the primary diagnosis code and now need to identify the appropriate Z-code for BMI.

For BMI 42.3, checking the Z68 ranges: Z68.1 (19-24.9), Z68.2 (25-29.9), Z68.3 (30-39.9), Z68.4 (40+), with further subdivisions Z68.41 (40.0-44.9), Z68.42 (45.0-49.9), Z68.43 (50.0-59.9), Z68.44 (60.0+). A BMI of 42.3 clearly falls into Z68.41.

Given the documentation specifies "morbid (severe) obesity due to excess calories," I want to verify E66.09 is still the right diagnosis code fit.

In the E66 category, E66.0 covers "Obesity due to excess calories" while E66.2 requires alveolar hypoventilation, which isn't documented here. E66.01 seems pediatric-focused, so E66.09 fits this 41-year-old adult case with no drug-induced component. There's a chance the code is simply E66.0 if no further subdivision applies.

Per instructions, codes must be written exactly as they appear including decimals - so E66.09 stays as E66.09, not E66.9. For BMI, Z68.41 corresponds to BMI 42.3 and should be reported with its decimal intact.

Final answers: diagnosis E66.09, bmi_code Z68.41.

Though I want to double-check E66.09 is truly the best match. The note says "morbid (severe) obesity due to excess calories" - combining a severity descriptor with an etiology. E66.2 specifically uses "morbid (severe)" language but requires alveolar hypoventilation, which isn't documented here. E66.0 covers obesity due to excess calories, with E66.09 as "other obesity due to excess calories" once drug-induced (E66.01) is ruled out. This fits best despite E66.2's tempting terminology match.

with no further subdivision — just E66.0 covering all cases, then E66.1 for drug-induced, E66.2 for morbid obesity with alveolar hypoventilation, E66.8 other, E66.9 unspecified. That would make E66.0 itself the answer for "morbid (severe) obesity due to excess calories."

I keep flip-flopping between E66.0 and E66.09. Since I need to commit, I'll lean toward E66.09 as the more specific code for adult obesity from excess calories, though my confidence is shaky. Let me try once more to nail down the actual structure from memory.

E66 covers overweight and obesity, split by etiology (excess calories, drug-induced, other) and severity (morbid vs. not). E66.2 explicitly says "morbid (severe)" but requires documented alveolar hypoventilation — without that, it doesn't fit. E66.0 is the base code for excess-calorie obesity, with possible subcodes depending on documentation. Since "morbid" without hypoventilation isn't captured by E66.2, there's a mismatch I need to resolve.

Weighing E66.0 versus E66.09 (if it exists as a more specific subcode), I'll go with E66.09 as more precise for adult excess-calorie obesity, though E66.0 remains a fallback if the subcode structure differs.

Final answers:
- diagnosis: E66.09
- bmi_code: Z68.41

Still uncertain between E66.0 and E66.09 given the coding structure ambiguity.

.2 is specifically for morbid obesity with alveolar hypoventilation - not the right fit since hypoventilation isn't documented. Without subcodes, E66.0 covers obesity due to excess calories; with subcodes, E66.09 (other) could capture the "morbid (severe)" qualifier. I'll go with E66.09.

Second-guessing again - does "morbid (severe)" trigger E66.2 regardless of hypoventilation documentation? That seems unlikely since E66.2 explicitly requires alveolar hypoventilation as a component, which isn't mentioned here.

Settling on:
- diagnosis: E66.09
- bmi_code: Z68.41

But wondering if the coding guidelines being referenced actually specify something different.

obesity due to excess calories" phrasing, which suggests a specific subcode exists for this etiology. My best guess is E66.09 (other obesity due to excess calories) as the closest match, though I'm not fully certain of the exact code structure.

For BMI, Z68.41 fits confidently for the 40-44.9 range.

Reconsidering once more: the documentation specifies morbid/severe obesity due to excess calories with BMI 42.3, so I need to nail down whether E66.01 or E66.09 is the right subcode, or if E66.0 alone suffices.

falls in the 40.0-44.9 range, so Z68.41 applies.

I'm confident in Z68.41 and reasonably confident in E66.09, with E66.0 as a fallback possibility.

Final answers: diagnosis E66.09, bmi_code Z68.41. Committing to these.

json{
  "diagnosis": "E66.09",
  "bmi_code": "Z68.41"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.09",
      "ok": false,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.41",
      "ok": true,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
0DeepSeek V3.2 · DeepSeek1.6s · 30 out | 1.4s · 30 out | 1.9s · 30 out
Attempt 1
json{
  "diagnosis": "E66.01",
  "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 2
json{
    "diagnosis": "E66.01",
    "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}
Attempt 3
json{
    "diagnosis": "E66.01",
    "bmi_code": "Z68.42"
}
Grader detail
json{
  "fields": [
    {
      "field": "diagnosis",
      "want": "E66.01",
      "got": "E66.01",
      "ok": true,
      "present": true
    },
    {
      "field": "bmi_code",
      "want": "Z68.41",
      "got": "Z68.42",
      "ok": false,
      "present": true
    }
  ],
  "fabricated": true,
  "abstained": false
}