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CognitoLabs.AIDocs
Tools

Utilization

Find billing codes, estimate how often a hospital performs them, and browse the CMS and Medicaid utilization tables.

These tools read public volume data: Medicare (procedures and inpatient stays) and Medicaid (dental). Your assistant calls them from your question. Medicare and Medicaid figures are different payers. The tools say which one each row is, and never add them together. Counts are rounded to one decimal and dollars to cents. Everything per hospital is an estimate from state or metro totals, not the hospital's own volume.

search_codes

Turns a description into a code, most-used first. Use it before a price, utilization or Medicare tool.

ParameterTypeDefaultWhat it does
limitinteger20Most rows to return. Each tool has its own cap. On a free plan, paid data returns 8 rows whatever you ask for.
qstringrequiredSearch the service description, up to 200 characters.
systemhcpcs | drg | cdthcpcsWhich code set to search: hcpcs (CPT and HCPCS), drg or cdt (dental).

Each row has code, description and the national annual volume: total_services (hcpcs), total_discharges (drg) or total_claim_lines (cdt). Never dollars. Dental (cdt) rows carry the service category in place of a description. One row per code. Every word you search must appear in the description, so fewer words match more; a code with no Medicare or Medicaid volume returns no rows rather than an error. Descriptions are clinical, so "joint replacement" finds DRG 470 where "knee replacement" does not (a few lay words such as colonoscopy, knee and MRI are expanded for you).

estimate_utilization

How many times one hospital (or one dental practice) performs each code in a year.

ParameterTypeDefaultWhat it does
codeslist of stringrequiredCPT, HCPCS or MS-DRG codes to look up.
statestringrequiredTwo-letter US state, for example FL. A state on its own is not enough: add codes, apc, q or hospital_ids.
FieldMeaning
est_annual_unitsState volume divided by the state's hospital count. For dental codes, Medicaid claim lines per dental practice.
total_unitsThe state (or national) total behind it.
hospital_count, provider_countThe divisor: hospitals (Medicare) or dental providers (Medicaid).
basis_stateThe state you asked for, or US when the state figure is suppressed.
payermedicare or medicaid.
avg_medicare_payment, avg_medicare_allowed, avg_medicaid_paidAverage amounts for that payer.

browse_utilization

One page of a utilization table, with its dollar columns.

ParameterTypeDefaultWhat it does
categorystringnoneDental category.
codeslist of stringnoneCPT, HCPCS or MS-DRG codes to look up.
datasethcpcs | drg | hcpcs_msa | drg_provider | cdt | dental_categoryrequiredWhich CMS or Medicaid utilization table to read.
dirasc | descnoneSort direction, asc or desc.
hospitalstringnoneA hospital CCN or name, or a metro or hospital id for the dataset you picked.
limitinteger50Most rows to return. Each tool has its own cap. On a free plan, paid data returns 8 rows whatever you ask for.
metrostringnoneMetro area (CBSA) code, 5 digits, for example 12060 for Atlanta. Find it with find_metro.
offsetinteger0Rows to skip, for paging.
posF | OnonePlace of service.
qstringnoneSearch the service description, up to 200 characters.
sortstringnoneColumn to sort by.
statestringnoneTwo-letter US state, for example FL. A state on its own is not enough: add codes, apc, q or hospital_ids.
yearstringnoneData year.

Datasets: hcpcs (Medicare procedures by state, US for national), drg (Medicare inpatient stays by state), hcpcs_msa (procedures by metro), drg_provider (inpatient stays per hospital; hospital takes a CCN or a name fragment), cdt and dental_category (Medicaid dental). limit is at most 200; total is the filtered row count. The free plan gets the first 8 rows (locked: true) with a subscribe link; see Plans & access.

Example questions

  • What's the code for a colonoscopy, and how many are done a year in Florida?
  • Which procedures does Medicare pay for most in the Atlanta metro?
  • How many knee replacements (DRG 470) does a typical Georgia hospital do?
  • How many fillings does a dental practice bill Medicaid for in a year?

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