Which product, which lot
Receipts, photos and questionnaire answers that name the product and the lot, with pages.
lot on fileNewMissing Records Detection: flags every visit, provider, and date missing from the file. See how →
- Solutions
- Case types
- Benzene sunscreen
Benzene is everywhere. The case has to show where this dose came from.
Medrecords AI lines up the product use with the medical file: the sunscreen, the lots, how often it was used, every other benzene source the chart records, then the blood counts and the diagnosis. Every entry links to its page. Causation stays with your experts.
- HIPAA, under a BAA
- SOC 2
- 100 pages a minute
- First case is free on us
1 plaintiff, exposure to diagnosistap a point
Exposure
Medical
10 Mar 2016Employment recordExposure
Worked at a gas station for 4 years.
Illustrative case. The plaintiff, product, dates and pages are fictional. Early 2023 is drawn wider. The petition date is real.
27%
Share of 294 sunscreen and after-sun batches in which an independent lab detected benzene.
Valisure citizen petition, May 20212ppm
The limit FDA applies to benzene in drug products where its use cannot be avoided.
FDA; ICH Q3C1IARC group
Benzene is classified as carcinogenic to humans, Group 1.
IARC Monographs100pages a minute
How fast Medrecords AI reads the file.
Medrecords AI
Where benzene cases turn
Exposure Exposure Exposure Medical Medical Both
6 places the defense looks first. The chronology gets you there before they do.
The defense will point at every other source of benzene in the plaintiff's life. These are the pages it reaches for, flagged before it gets there.
How much and how long
How often and for how many years the product was used, from every source in the file, side by side.
use patternEvery other benzene source
Smoking, fuel work, solvents and other jobs the records mention, each with its page.
other exposureThe blood work
Every CBC and smear in order, so the first abnormal result is dated.
citedThe diagnosis
The biopsy, the subtype and the genetic findings, quoted as written.
citedThe records that never arrived
The pathology report, the cytogenetics, the employment records a note mentions. Listed with the page that points to each one.
missing-records list
Sample output
What comes back: exposure and diagnosis on 1 timeline, every line cited.
| Date | Source | Finding | Page | Flag |
|---|---|---|---|---|
| 10 Mar 2016 | Employment record | Worked at a gas station for 4 years. | p. 10 | other exposure |
| 1 Jun 2018 | Plaintiff questionnaire | Aerosol sunscreen used daily at the beach, May to September. | p. 3 | use pattern |
| 15 Jul 2020 | Receipt and photo | Product and lot number visible on the can. | p. 7 | lot on file |
| 1 Sep 2021 | Plaintiff questionnaire | Stopped using the product after the recall news. | p. 4 | exposure end |
| Date | Source | Finding | Page | Flag |
|---|---|---|---|---|
| 20 Feb 2019 | Primary care | Smoker, 10 pack-years. | p. 22 | other exposure |
| 4 Jan 2023 | Primary care | Fatigue and bruising. CBC ordered. | p. 31 | symptom onset |
| 6 Jan 2023 | Lab | White count high, platelets low. Blasts on smear. | p. 33 | cited |
| 20 Jan 2023 | Hematology | Bone marrow biopsy: acute myeloid leukemia. | p. 45 | cited |
| 1 Aug 2024 | Oncology | Remission after induction and consolidation. | p. 90 | cited |
Fictional case built for this page. Real output carries the same columns, with every page linked to the source PDF.
How it works
Send the file. Get 1 timeline back.
What you send
- Product photos, receipts and plaintiff questionnaires
- Employment and exposure history you have
- Primary care, hematology and oncology records
- Pathology, lab and genetic testing reports
- Any format: PDFs, scans, faxes, phone photos
What you get
- Product use and lot numbers, with pages
- Every other benzene exposure the records mention
- Blood work and diagnosis in order
- Fact sheet answers drafted from the record
- A list of records the file refers to but does not contain
We lay out the record. Your experts give the causation opinion.
We assemble and cite the product use, the other exposures and the medical course. We do not measure benzene, estimate dose or say the product caused the cancer. Those belong to your retained experts.
HIPAA, under a signed BAAEvery file is handled under our Business Associate Agreement.
SOC 2Encryption in transit and at rest, and PHI access logging on every event.
Never trains a modelYour records never train any AI model, ours or anyone else’s.
Deleted after deliveryFiles are deleted 30 days after delivery, with an audit log of every access.
Questions
Benzene sunscreen case review, answered.
Do you estimate how much benzene the plaintiff absorbed?
No. We collect every record of product use, frequency and lot with pages. Dose reconstruction is an expert opinion.
How are other exposures handled?
Every mention of smoking, fuel, solvents and other work exposures is flagged with its page, so your experts see them before the defense raises them.
Can you screen a large intake of benzene claims?
Yes. The same fields are pulled for every claimant: product, lot, use pattern, diagnosis, date and other exposures, ready for case selection.
Do you retrieve records from providers?
No. Medrecords AI does not retrieve records from providers or facilities. You bring the records you already have, and review starts in minutes from upload.
Related case types
Send us 1 benzene case. The first case is free on us.
Book a short demo. After it we open trial access on one of your own cases, the first one free on us, with the chronology back page-cited.