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DECISION SUPPORT ENGINE

Before a Scheduled Procedure

Prepare the decisions around careCompare second-opinion timing, care coordination, work leave, insurance exposure, and the support required for each option.
Important scope

This is an educational planning tool, not medical advice. Treatment choices belong with the patient and qualified clinicians.

Step 2 - Planning Context

Where You Are Right Now

These self-reported values are prompts for reflection. They do not produce a score, prediction, or recommendation, and they stay in this browser.

1 How are you feeling right now?
Optional context only — it does not affect or rank the options
Overwhelmed
Numb
Uncertain
Managing
Starting to Heal
2 Your planning context
Use each range as a self-reported planning prompt.
3 Planning context summary
Context, not a test. The worksheet displays what you enter but does not combine those values into a score or decide which path is right.
Step 3 — Option Review

Which decision should you review?

Select a decision to review both options without an automatic ranking.

Pause before an important decision.
Pause if it helps you review both options deliberately. This exercise does not change or measure decision quality.
Breathe in…
3 breaths · 15 seconds
Step 4 — Side-by-Side Review

How to use this review

Check the assumptions under both paths, identify irreversible effects, and verify rights, deadlines, costs, and professional guidance that could change the decision.

How this engine works

You enter your own figures; the engine models two scenarios side by side and shows the twelve-month difference between them. The outputs are estimates built from your inputs and documented assumptions — not predictions, and not advice. Mood and stress are self-reported context that adjust the wording of the summary, nothing else. Inputs are processed in your browser. The full methodology, including what the engine does not claim, is on the Decision Center.

Step 2: Decision Forge — compare assumptions

Decision scenarios with reflection prompts

Each scenario in the tool above presents two options drawn from this event and models them side by side from the figures you entered. Before the comparison, the page names a cognitive-bias concept as an educational reflection prompt. It is a general prompt attached to the scenario rather than a finding about you: the page does not test whether the concept applies to your situation, and it does not indicate which option you should choose.

Self-reported context at decision time

The page does not create a psychological profile. Mood and stress may tailor wording and general next-step suggestions. They do not change the entered financial values or scenario math. They do not establish decision readiness. The named bias concept is a general reflection prompt; the page does not detect bias, assess decision capacity, diagnose a condition, or predict outcomes.

What has to happen before the date

A scheduled procedure is the one medical bill you can argue with before it exists. Four clocks decide how much of that is still open to you, and three of them run out before anyone touches you.

ClockYou haveWhat it governs
A good faith estimate, delivered1 or 3 business daysFor an uninsured or self-pay patient the provider must hand over a written estimate of expected charges: within one business day of scheduling where the procedure is at least three business days out, and within three where it is at least ten days out or you have asked for one. Book fewer than three business days ahead and no estimate is owed at all (45 CFR § 149.610).
A prior authorisation decision15 days, or 72 hoursA non-grandfathered plan has fifteen days to decide a routine pre-service request, extendable once by fifteen more, and seventy-two hours where the care is urgent. Past the cap you are treated as having exhausted internal appeals and may go straight to external review rather than keep waiting (29 CFR § 2560.503-1).
Medicaid’s retroactive window3 months, then lessEligibility can reach back to the third month before the month of application, for services you would have qualified for then. From 1 January 2027 that narrows to one month for the adult expansion group and two for everyone else, so a procedure late in 2026 sits right on the edge of the change (42 CFR § 435.915).
HSA money for this tax yearBy 15 AprilContributions for 2026 have to be in by 15 April 2027, without extensions, and nothing paid after that can be applied backwards. If you became eligible mid-year and used the last-month rule to fund a whole year, staying eligible through the testing period is what keeps it; failing it turns the excess into income plus a 10 per cent tax (IRS Publication 969).

Get the estimate in writing, before the date

If you are uninsured or paying cash, a provider must give you a Good Faith Estimate in advance of scheduled care, itemised with diagnosis and service codes. That document is not a courtesy. If the final bill exceeds it by $400 or more for that provider or facility, you can open a patient-provider dispute resolution within 120 days of receiving the bill, and collections must pause while it is decided.

If you are insured, the equivalent step is a written pre-authorisation and a network check on every provider involved, not just the surgeon and the hospital. The anaesthesiologist, the pathologist and the radiologist are frequently contracted separately. Federal law now protects you from balance billing by out-of-network providers at an in-network facility, but knowing in advance changes what you can ask for.

What you can actually look up, and what changed for 2026

Every hospital must publish a machine-readable file of standard charges for all items and services, and consumer-friendly pricing for 300 shoppable services. For 2026 those requirements got materially stronger.

RequirementWhat changedFrom
Actual dollar amountsEstimated allowed amounts replaced by the median allowed amount plus the 10th and 90th percentiles, with the count of amounts used1 January 2026, enforced from 1 April 2026
Source dataMust come from remittance advice or equivalent, over a 12 to 15 month lookbackSame
Percentage and algorithm-based chargesMust be converted to dollar figuresSame
AttestationHospital leadership must attest the encoded information is true, accurate and completeSame

An honest caveat before you rely on it: compliance is uneven, the files are large and inconsistently structured, and most are not usable by a patient without tooling. The consumer-facing estimator tool each hospital must offer is the practical route. Treat the published file as leverage in a conversation rather than a price you can look up.

Time the procedure against the deductible year

If a procedure is elective and can be scheduled, when it happens can be worth more than anything you negotiate. Two situations dominate.

If you have already met most of your deductible this plan year, moving a procedure into this year rather than January means the plan pays a much larger share. If you have met none of it and the procedure will exhaust the deductible by itself, the opposite may hold: schedule it early in a plan year so that the rest of that year’s care sits above the deductible you have already paid. A procedure split across a 31 December boundary is the worst case, because you pay two deductibles for one episode.

Check whether your plan year is the calendar year. Many employer plans are not, and people assume they are.

Where the procedure happens changes what it costs

The same operation, by the same surgeon, on the same day, is priced differently depending on the setting it is performed in. A hospital outpatient department, an ambulatory surgical centre and a physician’s office are three different billing environments, and the gap between them is frequently larger than anything you could negotiate off a single bill.

The mechanism worth understanding is the facility fee. A hospital-owned outpatient clinic can bill a facility charge on top of the physician’s professional fee; an independent practice generally cannot. Hospitals have acquired a great many physician practices over the past decade, so a clinic that looks and feels like a doctor’s office may bill as a hospital department — and patients usually discover this from the second line on the bill rather than in advance.

Two questions are worth asking before the date is fixed. Is this clinic billed as a hospital outpatient department? And can this procedure be done at an ambulatory surgical centre instead? Neither is unreasonable to ask, both have straightforward answers, and for a routine elective procedure the difference can be substantial. Where the answer is that it must be done in a hospital, that is worth knowing too — it usually means there is a clinical reason, which is information rather than an obstacle.

Ask the financial assistance question before, not after

A nonprofit hospital’s financial assistance policy applies to care already delivered, but nothing stops you from reading it and asking about eligibility beforehand. Doing it in advance changes the conversation from a collections matter to a scheduling one, and it tells you what the realistic worst case is before you consent to the date.

Two things to establish: whether the specific facility is a nonprofit subject to those rules, and which providers at that facility are covered by the policy. The policy must list providers who are and are not covered, and that list is frequently where the anaesthesia group turns up as an exception.

The accounts to load before the date

Account2026 limitThe rule that trips people
HSA$4,400 self-only, $8,750 familyRequires an HSA-qualified high-deductible plan. Funds roll over indefinitely and are yours if you change jobs. You cannot contribute once enrolled in any part of Medicare.
Health FSA$3,400Use it or lose it. A carryover of up to $680 is permissive — a plan may offer a carryover or a grace period, never both, and may offer neither. Check your own plan document.
Dependent Care FSA$7,500Raised from $5,000 for 2026. Not for medical expenses — a separate account for care that lets you work.
HDHP thresholdsDeductible at least $1,700 / $3,400; out-of-pocket max $8,500 / $17,000These define whether a plan is HSA-qualified at all.

The FSA timing point is worth stating plainly, because it runs the opposite way to the HSA. An FSA is available in full from the first day of the plan year, whatever you have contributed so far. If a known procedure is coming, electing a larger FSA amount at open enrolment gives you the whole amount on 1 January, funded by payroll deductions across the year.

Medicaid retroactive coverage: three months now, less from 2027

If a medical event pushes you into Medicaid eligibility, retroactive coverage can pay bills incurred before you applied. Today that is three months before the month of application, provided you would have been eligible in those months. That has been the rule since 1972.

It changes on 1 January 2027. For the Medicaid adult expansion group it drops to one month; for everyone else, including people 65 and over, people with disabilities and pregnant individuals, it drops to two months. Both figures are legislated and neither applies to an application filed before that date. Pages describing the reduction as current are wrong for 2026, and pages describing three months as permanent are wrong about 2027.

What to document, starting now

  1. Every authorisation, in writing, with a reference number. A verbal approval from a call centre is not a record.
  2. The network status of each provider, checked on the date and screenshotted. Directories are wrong often enough that the timestamp matters.
  3. The Good Faith Estimate or the written pre-service estimate. It is the baseline for every later dispute.
  4. A dated log of calls. Who you spoke to, when, what they said. This is the single most useful thing when a claim is reprocessed months later.
  5. The financial assistance policy as it existed on your service date, since policies change.
A deliberate review is worth a few minutes
Use the worksheet to compare assumptions and identify what needs verification. No signup or credit card.
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Built byAbiot Y. Derbie, PhD — biomedical data scientist & founder
Transparent scopeNo automatic recommendation or readiness score.
Educational planning worksheet. This page organizes self-reported context and reflection prompts. It does not predict outcomes or provide personalized medical, legal, tax, insurance, financial, or investment advice. Verify material facts and deadlines with official sources or a qualified professional.

Hospital Bills You Cannot Pay: everything in one place

5 pages cover this. The one you are reading is marked, so you can see what the others do differently.

Walk the decisions 2

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Use the on-page planning worksheet. Verify material facts and deadlines before acting.