Skip to main content
Exact Dx synthetic data · demonstration

Coder worklist · Clinician screen · Chart

Staff surface Coder view

P02 KE-P02 · outpatient visit

One row per condition family: what the record supports under the published definition, what the note states, the visit's diagnosis entries, and an assessment. Codes are coded from the signed documentation; the software never assigns one.

Library check LRUN-00002 · library_default_set@1.0 · library-engine 1.0 · replay 823d08e0e0d974b0… · Data (JSON)

Condition families for this encounter (2)
Condition familyWhat the record supportsWhat the note states Visit diagnosis entriesAssessment
Obesity / overweight / underweight (body-mass index)
measured

cdc_adult_bmi@1.0 Draft · pending review

Criteria not met: Healthy weight: 18.5 to less than 25

  • bmi 24 kg/m2 2026-11-12 11:05 · LM-P02-01

Window: 365 days before the check.

Another published definition (who_adult_bmi@1.0) gives: BMI below 25.

Citation

Adult BMI categories: underweight, healthy weight, overweight, obesity classes 1-3 (CDC)

cdc_adult_bmi@1.0
Underweight: Less than 18.5; Healthy Weight: 18.5 to less than 25; Overweight: 25 to less than 30; Obesity: 30 or greater; Class 1 Obesity: 30 to less than 35; Class 2 Obesity: 35 to less than 40; Class 3 Obesity (Severe Obesity): 40 or greater

Centers for Disease Control and Prevention, Adult BMI Categories (2024) · Adult BMI categories table · source

Contested: BMI cut-offs are population-specific (WHO 2004 expert consultation proposed lower action points for Asian populations; not opened) and BMI does not measure adiposity directly; the CDC page applies the categories 'regardless of age, sex, or race' for adults.

Not encoded: The CDC page states no exception for pregnancy, athletes or ethnicity; population-specific cut-offs (for example lower thresholds proposed for Asian populations) are not encoded. BMI is a screening measure (CDC); obesity as a disease (for example the 2025 Lancet Commission 'clinical obesity') needs other assessment. BMI is taken as recorded; it is not computed from weight and height.

Not stated

E66.9 Obesity, unspecified (visit diagnosis list (synthetic))

Entered or stated without support in the record

Draft a query

Code-family reference: Obesity / overweight / underweight (body-mass index) Coders only

reference for coders — the clinician's documented statement governs; the software does not assign codes

E66 Overweight and obesity: distinguishes overweight (E66.3), obesity class 1/2/3 (E66.811-E66.813), morbid obesity due to excess calories or with alveolar hypoventilation, drug-induced, other, unspecified (10 codes in the category).

  • 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
  • E66.811 Obesity, class 1
  • E66.812 Obesity, class 2
  • E66.813 Obesity, class 3
  • E66.89 Other obesity not elsewhere classified
  • E66.9 Obesity, unspecified

Z68 Body mass index [BMI]: distinguishes BMI value bands for adults (Z68.1-Z68.45) and percentile bands for paediatrics (Z68.5-) (33 codes in the category).

  • Z68.18 Body mass index [BMI] 18.4 or less, adult
  • Z68.19 Body mass index [BMI] 18.5-19.9, 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
  • Z68.51 Body mass index [BMI] pediatric, less than 5th percentile for age
  • Z68.52 Body mass index [BMI] pediatric, 5th percentile to less than 85th percentile for age
  • Z68.53 Body mass index [BMI] pediatric, 85th percentile to less than 95th percentile for age
  • Z68.54 Body mass index [BMI] pediatric, 95th percentile for age to less than 120% of the 95th percentile for age
  • Z68.55 Body mass index [BMI] pediatric, 120% of the 95th percentile for age to less than 140% of the 95th percentile for age
  • Z68.56 Body mass index [BMI] pediatric, greater than or equal to 140% of the 95th percentile for age

R63 Symptoms and signs concerning food and fluid intake: distinguishes R63.6 underweight (one code) (11 codes in the category).

  • R63.0 Anorexia
  • R63.1 Polydipsia
  • R63.2 Polyphagia
  • R63.30 Feeding difficulties, unspecified
  • R63.31 Pediatric feeding disorder, acute
  • R63.32 Pediatric feeding disorder, chronic
  • R63.39 Other feeding difficulties
  • R63.4 Abnormal weight loss
  • R63.5 Abnormal weight gain
  • R63.6 Underweight
  • R63.8 Other symptoms and signs concerning food and fluid intake

Source: official ICD-10-CM FY2027 code descriptions (extract in library/data/code_reference_fy2027.json).

Anaemia
measured

who2024_anaemia@1.0 Draft · pending review

Not assessable: needed to choose the population-specific thresholds: context 'pregnant' not provided; needed to choose the population-specific thresholds: context 'trimester' not provided

  • haemoglobin 128 g/L 2026-11-12 11:00 · LM-P02-04

Window: 30 days before the check.

Citation

Anaemia and its severity by haemoglobin (WHO 2024)

who2024_anaemia@1.0
Table 3: Adults, 15–65 years, nonpregnant women: No anaemia ≥120; Mild 110–119; Moderate 80–109; Severe <80. Adults, 15–65, years men: ≥130; 110–129; 80–109; <80 (g/L)

World Health Organization, Guideline on haemoglobin cutoffs to define anaemia in individuals and populations (2024) · Executive summary: Table 2 (PDF page 12), Table 3 (PDF page 13), Table 4 (PDF page 14), Table 5 (PDF page 15) · source

Contested: Cut-offs are 5th percentiles of mostly higher-income populations (WHO's own remark); the men's 130 g/L cut-off and severity percentages were debated by the guideline group; CTCAE and laboratory reference ranges use other limits; older adults (>65) are not covered.

Not encoded: The elevation formula (0.0056384 x elevation + 0.0000003 x elevation²) is not used; the 500 m table rows are. The remark that tailored adjustments may be warranted above 2500 m is not encoded. Adjustment for inflammation/infection (malaria) and for genetic ancestry: WHO recommends none (normative statements 2.b and 2.c); nothing is applied. Type and cause of anaemia (iron deficiency, blood loss, haemolysis) are not assessed. Persons older than 65 years and infants under 6 months: Table 2 gives no cut-off, so they are not assessable. Exactly 20 cigarettes per day: Table 5 lists '10–19' and '>20', so 20 per day is outside the table and not assessable (source gap).

Not stated

None entered

Cannot be assessed

context

Code-family reference: Anaemia Coders only

reference for coders — the clinician's documented statement governs; the software does not assign codes

D64 Other anemias: distinguishes type of anaemia (sideroblastic, congenital dyserythropoietic, due to antineoplastic chemotherapy, other specified, unspecified) (8 codes in the category).

  • D64.0 Hereditary sideroblastic anemia
  • D64.1 Secondary sideroblastic anemia due to disease
  • D64.2 Secondary sideroblastic anemia due to drugs and toxins
  • D64.3 Other sideroblastic anemias
  • D64.4 Congenital dyserythropoietic anemia
  • D64.81 Anemia due to antineoplastic chemotherapy
  • D64.89 Other specified anemias
  • D64.9 Anemia, unspecified

D50 Iron deficiency anemia: distinguishes iron deficiency anaemia: secondary to chronic blood loss, sideropenic dysphagia, other, unspecified (4 codes in the category).

  • D50.0 Iron deficiency anemia secondary to blood loss (chronic)
  • D50.1 Sideropenic dysphagia
  • D50.8 Other iron deficiency anemias
  • D50.9 Iron deficiency anemia, unspecified

D62 Acute posthemorrhagic anemia: distinguishes acute posthaemorrhagic anaemia (single code) (1 codes in the category).

  • D62 Acute posthemorrhagic anemia

Source: official ICD-10-CM FY2027 code descriptions (extract in library/data/code_reference_fy2027.json).