Waypoint Ledger

Policy brief

What people’s searches for a diagnosis tell the agencies that publish the numbers

The published cost of an illness, set beside what people say it missed and where they say a federal figure is wrong. Only counts of what people actually sent, with their N. Print it, or take the JSON.

The same numbers as JSON

The evidence underneath

  • 274 of 274rows reproduce from their source file
  • 5,668 of 5,668locality figures reproduce at the cent
  • 19 of 19published files, each downloaded and hashed
  • 410 of 410condition checks pass

We tested the AI on 209 sentences written the way patients talk (30 Sep 2026). With the AI, it found 99 of every 100 visits and tests, up from 82 with rules alone, and the AI added none that weren't there. The AI only fills in words the rules couldn’t read. It can only pick from our list of visits and tests, and it never sees a price. How we tested it · How every figure is made

1. What people ranked heaviest, and what the published figures miss

Reading the register…

The published figures

72 conditions: 17 with a published burden figure (16 federal, 1 only a peer-reviewed analysis: Long COVID), 55 without one. 3 of the 17 have a published annual figure, 2 of them federal; every absence is shown, never filled.

The conditions with a published annual figure
ConditionPublished figureSource
Long COVID · U09.9$4,098 (95% interval $1,619 to $6,578) · 2022
Extra spent in a year over a comparable adult without it
Research figure Peer-reviewed analysis of AHRQ MEPS
Heart disease$4,900 mean · $660 median · 2022
Spent in a year treating it
Government figure AHRQ, MEPS Statistical Brief #562: Healthcare Expenditures for Heart Disease among Adults Aged 18 and Older, 2022 (July 2025)
Diabetes$5,810 mean · $1,770 median · 2021-2022
Spent in a year treating it
Government figure AHRQ, MEPS Statistical Brief #568: Healthcare Expenditures for Diabetes Among Adults Aged 18 and Older, 2021-2022 (December 2025)

No published annual figure we could find: 69 conditions, each named on the page at /policy and in the JSON at /api/policy.

The other 55: no federal burden figure

Each named, with its ICD-10-CM code where one exists
  • POTS and dysautonomia G90.A
  • Fibromyalgia M79.7
  • Still looking for a diagnosis
  • Irritable bowel syndrome K58
  • Rheumatoid arthritis M06.9
  • Ehlers-Danlos syndromes Q79.6
  • Complex regional pain syndrome (type I) G90.5
  • Ankylosing spondylitis M45
  • Psoriatic arthritis L40.5
  • Sjögren’s disease M35.0
  • Hashimoto’s thyroiditis E06.3
  • Graves’ disease E05.0
  • Addison’s disease E27.1
  • Narcolepsy G47.4
  • Idiopathic intracranial hypertension G93.2
  • Chiari malformation Q07.0
  • Mast cell activation syndrome D89.4
  • Gastroparesis K31.84
  • Vulvodynia N94.81
  • Polycystic ovary syndrome E28.2
  • Myasthenia gravis G70.0
  • Trigeminal neuralgia G50.0
  • Occipital neuralgia M54.81
  • Cluster headache G44.0
  • Tinnitus H93.1
  • Ménière’s disease H81.0
  • Chronic pain syndrome G89.4
  • Peripheral neuropathy (polyneuropathy) G62.9
  • Raynaud’s syndrome I73.0
  • Systemic sclerosis (scleroderma) M34
  • Dermatomyositis and polymyositis M33
  • Hidradenitis suppurativa L73.2
  • Eosinophilic esophagitis K20.0
  • Microscopic colitis K52.83
  • Sarcoidosis D86
  • Autoimmune hepatitis K75.4
  • Primary biliary cholangitis K74.3
  • Depression F32
  • Generalized anxiety disorder F41.1
  • Post-traumatic stress disorder F43.1
  • ADHD F90
  • Obstructive sleep apnea G47.33
  • Restless legs syndrome G25.81
  • Temporomandibular joint disorders M26.6
  • Polymyalgia rheumatica M35.3
  • Behçet’s disease M35.2
  • Neuromyelitis optica G36.0
  • Chronic inflammatory demyelinating polyneuropathy G61.81
  • Lichen sclerosus L90.0
  • Premenstrual dysphoric disorder F32.81
  • Pernicious anemia D51.0
  • Hemochromatosis E83.11
  • Hypermobility syndrome M35.7
  • Hypothyroidism E03.9
  • Asthma J45

Count what is missing

We have not found a published federal annual figure for these 55 conditions. That is a statement about what we could find, not a claim that none exists anywhere. If you know of one, say so and we will price it and cite it. Each figure is shown apart and is never added to anyone’s ledger, and figures of different kinds are not ranked against each other.

What no expenditure file counts

A medical expenditure figure is what was paid for care a person received. [MEPS HC-251 documentation; MEPS survey background] By that definition it cannot hold time spent: visits, waiting, travel; paid work missed; unpaid care from family or friends; care you went without. Those are 4 of the 5 burdens people searching for a diagnosis ranked at the top of this section.

Reading the register…

2. Where published figures are disputed

Every line of a ledger carries a Right and a Wrong. A Wrong is bound to the one published row it is about, so the count can be read by the agency and the file that published the number. Cells under 11 are not shown.

Reading the register…

Who publishes each file

5 publishers, the office behind each, with its sources

Each correction names the office, the file and the row, ready for that agency to read.

3. What this could change

Existing federal rules and programs this evidence speaks to. Each says what the evidence shows today and what a larger N would let an agency do.

  1. The No Surprises Act good-faith estimate

    Today: Every Wrong a person sends names the one published figure it is about, and may carry what they say they actually paid. With more answers: With enough answers per service, CMS could see which services people most often say cost them far more than the published federal amount, and look there first for estimates that are missing or wrong.

    A person who is uninsured or pays for their own care is owed a good-faith estimate, and a bill at least $400 over it can be disputed through patient-provider dispute resolution.

    Today: Every Wrong a person sends names the one published figure it is about, and may carry what they say they actually paid. The register counts how many carry an amount, by agency and fee schedule; the amounts are never summed or printed.

    With a larger N: With enough answers per service, CMS could see which services people most often say cost them far more than the published federal amount, and look there first for estimates that are missing or wrong.

  2. Hospital price transparency

    Today: 255 of the 274 published figures in this tool carry the CPT or HCPCS code the federal schedule prices, the same codes a hospital file must list. With more answers: An agency could set what people say they paid beside the hospital’s posted charge and the Medicare amount for the same code, and see where the three part ways, service by service.

    Every hospital must publish its standard charges for all items and services online, in a machine-readable file that carries the billing code for each.

    Today: 255 of the 274 published figures in this tool carry the CPT or HCPCS code the federal schedule prices, the same codes a hospital file must list. A correction is bound to that code and that row.

    With a larger N: An agency could set what people say they paid beside the hospital’s posted charge and the Medicare amount for the same code, and see where the three part ways, service by service.

  3. NIH RECOVER, the long COVID research initiative

    Today: People searching for a diagnosis rank five burdens, and four of them (time, paid work missed, unpaid care, care gone without) are in no expenditure file. With more answers: A ranking with a large N, read by sex and by age at onset, would give researchers a patient-ranked list of which long COVID burdens to measure.

    Congress gave NIH $1.15 billion in December 2020 to study the long-term effects of COVID-19; NIH runs that work as the RECOVER Initiative.

    Today: People searching for a diagnosis rank five burdens, and four of them (time, paid work missed, unpaid care, care gone without) are in no expenditure file. The ranking is published with its N, and by sex only once a group holds 11 answers.

    With a larger N: A ranking with a large N, read by sex and by age at onset, would give researchers a patient-ranked list of which long COVID burdens to measure.

  4. HHS on the burden long COVID puts on people

    Today: The ledger prices a person’s own visits and tests from federal files, and counts, apart from any dollar, the care they went without, the time and the work lost. With more answers: HHS could report the burden on individuals as people rank it, beside the published spending figures, instead of spending alone.

    The 2022 presidential memorandum asked HHS to advance understanding of the health and socioeconomic burdens on individuals with long COVID, and HHS names reduced work and economic burden today.

    Today: The ledger prices a person’s own visits and tests from federal files, and counts, apart from any dollar, the care they went without, the time and the work lost.

    With a larger N: HHS could report the burden on individuals as people rank it, beside the published spending figures, instead of spending alone.

  5. The total cost of a search for a diagnosis, the kind of study HHS’s own working group asked for

    Today: 72 conditions are in section 1, ME/CFS and long COVID among them, and each visit or test a person types for any of them is priced from its federal file and row, or marked unpriced. With more answers: With diagnostic searches itemized line by line and enough of them, for any condition, tick-borne illness among them, HHS could set the cost of a search, as people lived it, beside the published per-case estimates.

    This tool itemizes the search for a diagnosis of an invisible illness (ME/CFS, long COVID and the other conditions in section 1), visit by visit and test by test. HHS’s Tick-Borne Disease Working Group asked for studies of the total cost of illness of tick-borne diseases, beginning with Lyme, and the Lyme human-centered design report made for the HHS LymeX effort recommends a cost-of-care resource.

    Today: 72 conditions are in section 1, ME/CFS and long COVID among them, and each visit or test a person types for any of them is priced from its federal file and row, or marked unpriced. The asks cited below name Lyme, and its two blood tests are priced from the CMS Clinical Laboratory Fee Schedule: CPT 86618 at $17.03 and CPT 86617 at $15.49, each with its file and row. Lyme is one of the conditions in section 1.

    With a larger N: With diagnostic searches itemized line by line and enough of them, for any condition, tick-borne illness among them, HHS could set the cost of a search, as people lived it, beside the published per-case estimates.

  6. NIH’s policy on sex as a biological variable

    Today: Every burden ranking on the register is also read by sex, by the same function as the total, and a sex group holding fewer than 11 answers is withheld rather than shown. With more answers: With enough answers for one condition, a research team could see whether women and men with that condition rank its burdens differently, and build sex into a cost-of-illness study from the start.

    NIH expects sex to be factored into the design, analysis and reporting of the vertebrate animal and human studies it funds; the policy took effect in January 2016.

    Today: Every burden ranking on the register is also read by sex, by the same function as the total, and a sex group holding fewer than 11 answers is withheld rather than shown.

    With a larger N: With enough answers for one condition, a research team could see whether women and men with that condition rank its burdens differently, and build sex into a cost-of-illness study from the start.

How to read this

What is counted, what is withheld under the small-cell rule, and where every number is

Every count here is what people actually sent through this tool, rolled up and nothing more: no weighting, no imputation. A cell holding fewer than 11 answers is not shown with its number; it is counted in one line so the totals still add up. Dates are the day, never the time. The burden figures are the price table's own rows, shown apart and never added to anyone's ledger. Price table: 274 published figures. The JSON at /api/policy carries every number on this page; the corrections file at /api/export/corrections.csv carries the file, its SHA-256 and the row each figure was read from.