The same papers in private mode: photos and PDF pages leave your computer like this, names and numbers covered. This example's recorded answers come from these covered sheets.
!Example case — all data is made up.2We read every line
Example case resultrecorded run
Up to $1,596 may come off your bills.
We found possible errors, duplicates and financial help based on 17 documents.
Days and deadlines are counted as of March 2, 2026.
Potential savings$1,596
!5 serious!3 worth checking✓All other items look good
Main findings
3Here is what you may get back
Confirmed
Same service billed twice on sheet 10
Sheet 10, lines 1–2 · Sheet 1, lines 5–6
Code 01960 twice on sheet 10 (lines 1 and 2), same day, same price.
Sheet 10, line 1: Procedure code for anesthesia for a procedure. Charged $4,944.00.
Sheet 10, line 2: Procedure code for anesthesia for a procedure. Charged $4,944.00.
Sheet 1, line 5: Procedure code for anesthesia for a procedure. Charged $4,944.00. Insurance paid $787.29. $3,959.89 was taken off by contract: nobody owes it. Your share: $196.82. Remark code CDA: its meaning is printed on the back of the statement.
Sheet 1, line 6: Procedure code for anesthesia for a procedure. Charged $4,944.00. Insurance paid $787.29. $3,959.89 was taken off by contract: nobody owes it. Your share: $196.82. Remark code CDA: its meaning is printed on the back of the statement.
SAM 3.1recordedMuse SparkrecordedMuse Wonderrecorded
Send the baby's insurance details to Little Harbor Pediatrics - PA
Sheet 8
Sheet 8 from Little Harbor Pediatrics - PA, dated Jul 6, 2025, asks $27.00 for the baby's care, and no insurance statement in your papers covers the baby. It is 239 days old, so send the baby's insurance details now.
A doctors' office is asking you for the baby's care because no insurance has been matched to the baby yet.
SAM 3.1recordedMuse SparkrecordedMuse Wonderrecorded
Send the baby's insuranceNo statement covers the baby
Sheet 12 shows a $40.00 credit. Sheet 13 of the same account asks $719.03, which looks to include it already. Check that it stays there; it is not counted as money back.
12 months after your insurance paid (sheet 4, Apr 1, 2025). First bill after discharge: Apr 5, 2025. The federal minimum is Dec 1, 2025; the hospital's policy gives you until Apr 1, 2026, and the later date counts.
This is the last day to apply for the hospital's financial assistance.
Why it is not confirmed: no paper prints the payment date: this counts from the date of your plan's statement on sheet 4. Check the date with the hospital.
Policy p.5Federal rule26 CFR 1.501(r)-1(b)(3)
Muse SparkrecordedMuse Wonderrecorded
Apr 1, 2026Last day to apply, check it with the hospital
Newborn care (0170, 99460, 99462) is on mom's insurance ID. 8 lines, $7,400, denied. Ask to bill it under the baby. The baby's bill (file 3) shows an insurance credit no statement explains.
The baby's care was billed under mom's insurance ID, so the plan may have refused it.
Why it is not confirmed: Muse Wonder flagged this on its second look; its notes are in the case data.
What these lines mean
Sheet 2, line 1: Procedure code for a doctor's visit or the doctor's daily care in the hospital. Charged $329.00. $329.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 2: Hospital charge for newborn nursery care. Charged $5,818.00. $5,818.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 3: Hospital charge for medicines from the hospital pharmacy. Charged $32.00. $32.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 4: Hospital charge for laboratory tests. Charged $235.00. $235.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 5: A hospital billing category. Charged $248.00. $248.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 6: Hospital charge for laboratory tests. Charged $104.00. $104.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 7: Procedure code for a doctor's visit or the doctor's daily care in the hospital. Charged $278.00. $278.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
Sheet 2, line 8: Procedure code for a doctor's visit or the doctor's daily care in the hospital. Charged $356.00. $356.00 was taken off by contract: nobody owes it. Your share: nothing. Remark code A27: its meaning is printed on the back of the statement.
SAM 3.1recordedMuse SparkrecordedMuse Wonderrecorded
Cradleview-Obstetrix Medical Group, Little Harbor Pediatrics - PA, Meridian bill separately. This policy covers the hospital and its own doctors only; ask each office whether it has its own help program.
Policy p.5
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Check sheet 12.BillRadar read it, but its readings do not all agree. Look at it yourself. BillRadar does not guess.
Check sheet 13.BillRadar read it, but its readings do not all agree. Look at it yourself. BillRadar does not guess.
Check File 2.BillRadar read it, but its readings do not all agree. Look at it yourself. BillRadar does not guess.
Check File 3.BillRadar read it, but its readings do not all agree. Look at it yourself. BillRadar does not guess.
Estimates from the hospital's published policy. The hospital decides.
A separate checker re-did every amount and date from the sheets: 9 checked.
What this case cost in model calls
This case
$0.494
All on Muse Spark
$0.414
All on Muse Wonder
$1.575
Same tokens, other price: every text step at Muse Spark's or Muse Wonder's published price. SAM 3.1 and speech have no token price, so they stay what they cost.
Model calls recorded run
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Find sheetsSAM 3.1$0.0025
Read every sheetMuse Spark$0.1360
Read every sheet againMuse Spark$0.1382
Read a sheet a third timeMuse Spark$0.0249
Read a sheet a third timeMuse Spark$0.0160
Read a sheet a third timeMuse Spark$0.0127
Read a sheet a third timeMuse Spark$0.0131
Read a sheet a third timeMuse Spark$0.0112
Read every sheetMuse Spark$0.0168
Second read of the caseMuse Wonder$0.1080
16 calls · $0.494
Receipt: 16 model calls, $0.494 when this run was live
Step
Model
Calls
Tokens
Seconds
Cost
Find sheets
SAM 3.1
7
0
–
$0.018
Read every sheet
Muse Spark
2
83,939
–
$0.153
Read every sheet again
Muse Spark
1
77,418
–
$0.138
Read a sheet a third time
Muse Spark
5
32,939
–
$0.078
Second read of the case
Muse Wonder
1
15,022
–
$0.108
Amounts and dates are counted by code, never by a model. This page replays a recorded run: the costs are what that run cost, the seconds were not recorded.
Your protections
1
Itemized bill within 7 days
Ask the hospital for an itemized bill. A Florida hospital must send it within 7 days of your request.
At least 240 days to apply for financial assistance
A nonprofit hospital must accept your application for financial assistance for at least 240 days after the first bill after you left the hospital.
The hospital is a nonprofit 501(c)(3) hospital.
Apply at least until: Dec 1, 2025 (passed), the federal minimum. The hospital's policy gives you until Apr 1, 2026, and the later date counts. Check the date with the hospital.
No collections for 120 days, and written notice first
A nonprofit hospital cannot send you to collections, report you to credit bureaus or sue for at least 120 days after the first bill, and must warn you in writing at least 30 days before.
Out-of-network specialists at an in-network hospital
At an in-network hospital, an out-of-network anesthesiologist, neonatologist, pathologist or radiologist can bill you only your in-network share. You cannot sign this protection away.
Applies if a doctor at the hospital was out of network.
1 more protection checked: not for this case, or for other states
13
Without insurance: an estimate first, and a dispute if the bill is $400 over
Without insurance you can ask for a good faith estimate before care. If the bill is at least $400 more than the estimate, you can dispute it within 120 days of the bill.
Outside Florida the federal protections above still apply. Rules on itemized bills, answers about a bill and collection lawsuits differ by state: look up your state's hospital billing law.
Hid namesNames and account numbers covered before upload
On your computer
3
Read and connected all sheets17 documents into one case (3 digital)
Muse Sparkrecorded
4
Checked every quote and amount9 items re-done from the sheets
Code checker
5
Second look, read-onlyMuse Wonder reviewed 9 items: 7 confirmed, 1 flagged, 1 it could not check from the papers
Muse Wonderrecorded
Notes
After a call, record a voice note on the call cheat sheet: who you spoke with, the reference number, what they promised. Muse Voice Transcribe writes it down, and it lands here.