Technical

Before the First Dose: 10 Records Every GLP-1 Programme Needs on File

Every safety check, eligibility decision and outcome report in a GLP-1 programme depends on what was recorded before treatment started. This checklist sets out the ten records to have in place at baseline, and where they usually come from.

Suhina Singh
Suhina Singh
Founder & CEO, Jonda Health
October 23, 2026
·
10 min read

The baseline is the most valuable moment in a GLP-1 programme's data, and the easiest to rush. A new patient is keen to start, a clinician needs to make a prescribing decision, and the records that matter are scattered across laboratory PDFs, letters from other doctors, pharmacy histories and a patient questionnaire.

Whatever is missing on day one is very hard to recover later. You cannot measure a starting weight retrospectively, and a payer reviewing eligibility six months on will not accept "we think it was about 36". The ten records below are the ones that most often decide whether a programme can prescribe safely, prove eligibility and, later, show that it works.

This guide is about records and data, not clinical advice. Prescribing decisions rest with your clinicians and the product label that applies in your market. The label references below are to the US prescribing information.

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The ten records at a glance
01Measured weight, height and waist
02Weight history and previous treatment
03Evidence for the conditions that make someone eligible
04Baseline blood tests, with their context
05The history that rules treatment out
06The history that changes monitoring
07A complete current medicines list
08Pregnancy plans and contraception
09A strength and function starting point
10Consent that covers how the data will be used

 

Five sources, one baseline record Outside laboratory reports Letters from other doctors Pharmacy dispensing history Clinic or home measurements Patient questionnaire The baseline record Body and history 01 Measurements 02 Weight and treatment Eligibility and labs 03 Qualifying conditions 04 Blood tests Safety 05, 06 History 07 Medicines, 08 Pregnancy Function and consent 09 Strength 10 Data permissions

Most of a baseline arrives as documents. It only becomes a record once it is read, checked and stored as data.

 

1. Measured weight, height and waist

Body mass index (BMI) is calculated from weight and height, and it drives eligibility in almost every market. Record weight, height and waist circumference with a date, the place they were taken and the device used. Just as important, record whether each figure was measured by your team, taken from another provider's record, or reported by the patient.

MEASUREDTaken by our team, device recorded EXTERNALFrom another provider's record, source kept SELF-REPORTEDPatient's own figure, to be confirmed

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Tip: A telehealth programme can accept a home scale reading at intake, as long as it is labelled as such and the patient sends a photo of the display. A source label costs nothing and saves arguments later.

 

2. Weight history and previous treatment

Many people arrive having already tried a weight management medicine, sometimes a GLP-1 from another provider, a pharmacy or an online service. That history changes how you interpret everything that follows. Someone who has already lost weight on another product will find a response target such as NICE's 5% at six months harder to reach, a point clinicians have raised about the guidance.1

It also matters for eligibility. The United States Medicare GLP-1 Bridge pilot judges BMI at the start of GLP-1 therapy, not on the day of the request. So a person who started at a BMI of 37 and now measures 34 can still qualify, as long as the prescriber can show where they started.2

 

Based on the example published in US coverage of the Medicare GLP-1 Bridge.2

 

Tip: Ask for the product, doses, dates and starting weight of any previous treatment, and request the dispensing or clinic record rather than relying on memory.

 

3. Evidence for the conditions that make someone eligible

Most coverage rules combine BMI with one or more weight-related conditions, and each payer asks for evidence, not a tick box. The conditions differ by market, so the evidence you keep should match the rule you are applying.

Payer or guidelineExamples of qualifying conditionsEvidence to keep
US Medicare GLP-1 BridgePrediabetes, chronic kidney disease stage 3a or higher, uncontrolled hypertension, heart failure with preserved ejection fraction3The laboratory result, blood pressure readings or specialist letter behind each diagnosis
England, NICE TA875At least one weight-related comorbidity, with BMI criteria4Diagnosis records and referral criteria met
Australia, proposed PBS listingDocumented prior heart attack or stroke, or symptomatic peripheral arterial disease5Hospital discharge summary or cardiology letter
Employer and insurer programmesSet by the plan; often similar combinationsWhatever the plan's criteria name, in a form an auditor can check

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Pitfall: The evidence for a qualifying condition is often a discharge summary or letter written years ago, in another language or another system. If it is not found and structured at intake, eligibility rests on a note that says "history of stroke".

 

4. Baseline blood tests, with their context

Baseline blood tests set the starting point for the outcomes payers value most, and help clinicians spot reasons for caution. Patients often bring recent results from another laboratory, which is useful as long as each value keeps the context that makes it comparable later.

Common baseline testWhy it matters later
Glycated haemoglobin (HbA1c) and fasting glucoseShows change in glucose status, a key outcome for payers
LipidsCardiovascular risk outcomes
Kidney function (creatinine, estimated glomerular filtration rate)Eligibility in some markets, and safety monitoring
Liver functionStarting point for liver-related outcomes

 

A number without its context cannot be compared later HbA1c 6.1 example value Unit: % or mmol/mol? Collection date Laboratory and method Reference range printed 6.1% and 6.1 mmol/mol describe very different results; the unit is part of the value.

 

5. The history that rules treatment out

Both semaglutide (Wegovy) and tirzepatide (Zepbound) carry a boxed warning about thyroid C-cell tumours, and are contraindicated in people with a personal or family history of medullary thyroid carcinoma (MTC) or multiple endocrine neoplasia syndrome type 2 (MEN 2), and in people with a known serious hypersensitivity to the medicine.6, 7

A family history is easy to miss in a short telehealth intake. Ask the question explicitly, record the answer as a structured field (yes, no or unknown), and keep any supporting letter.

 

Two kinds of safety history, two different records Rules treatment out (point 05) Personal or family history of MTC Personal or family history of MEN 2 Serious hypersensitivity to the medicine Record as yes, no or unknown, never blank Changes monitoring (point 06) Previous pancreatitis Gallbladder disease Diabetic retinopathy Kidney impairment Record with dates and source documents

Drawn from the warnings and contraindications in the US prescribing information for Wegovy and Zepbound.6, 7

 

6. The history that changes monitoring

Other conditions do not rule treatment out, but the labels ask prescribers to watch for them. They include acute pancreatitis, gallbladder disease, acute kidney injury (particularly with dehydration from gastrointestinal side effects), and, in people with diabetes, progression of diabetic retinopathy.6, 7 Knowing this history at baseline is what allows a programme to set up the right follow-up from the start.

Tip: Hospital discharge summaries are the richest source for this history. Ask patients for any they have, and make sure the diagnoses inside them are captured as data, not left as an attachment.

 

7. A complete current medicines list

Two medicine groups come up repeatedly in the labels. The risk of low blood sugar rises when a GLP-1 is used with insulin or sulfonylureas, and the doses of those medicines may need to be reduced.6, 7 For tirzepatide, the label advises people using oral hormonal contraceptives to switch to a non-oral method, or add a barrier method, for four weeks after starting and for four weeks after each dose increase.7

 

Two questions every medicines list should answer Insulin or a sulfonylurea? Higher risk of low blood sugar with a GLP-1; doses may need reducing. Record the medicine, dose and who manages it. Oral contraceptive? (tirzepatide) Non-oral or added barrier method for 4 weeks after starting and 4 weeks after each dose increase. Record the advice given.

From the US prescribing information.6, 7 Check the label that applies in your market.

 

Pitfall: Patients often leave out medicines prescribed by another doctor, supplements and products bought online. A pharmacy dispensing record is a useful cross-check where you can get one.

 

8. Pregnancy plans and contraception

Weight loss medicines are not used in pregnancy, and the Wegovy label advises stopping at least two months before a planned pregnancy because of the medicine's long half-life.6 For people who could become pregnant, record current contraception and any plans for pregnancy at baseline, and revisit them at each review.

 

Plans change, so this record needs revisiting At least 2 months off treatment On treatment Stop (Wegovy label) Planned pregnancy

From the US Wegovy prescribing information.6

 

9. A strength and function starting point

If your programme will ever be asked about muscle loss, and most will, you need to know where each person started. A joint advisory from four obesity and nutrition societies recommends assessing muscle strength and function at the start of GLP-1 therapy, for example with a sit-to-stand test, and considering a measure of muscle mass where available.8 A grip strength reading and a timed chair-stand test take only a few minutes and work in a clinic, a pharmacy or over video.

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Tip: Our guide to tracking muscle on GLP-1 treatment covers which measures to use, how to standardise them and which thresholds apply in Asian and European populations.

 

10. Consent that covers how the data will be used

Baseline records are health data, which most privacy laws protect as a special category. Consent at intake should be clear about each way the data will be used, because a GLP-1 programme often serves more than one party: the patient's care, the employer or insurer paying for the programme, and sometimes research or service improvement.

 

One record, several uses, each with a clear basis The patient's care Prescribing, monitoring and follow-up Programme reporting Outcomes for the employer, insurer or payer, shared in pseudonymised form Research and other uses Only with the permission and safeguards local law requires Record which uses each person agreed to, and where their data is processed.

 

Pitfall: An employer-sponsored programme that sends identifiable outcomes back to the employer can damage trust quickly. Decide at the start what the sponsor sees, and say so in the consent.

 

How Jonda Health can help

Most of a baseline arrives as documents: laboratory reports in different formats and languages, discharge summaries, specialist letters and photos of home readings. Turning them into a checked, structured record before the first prescription is where programmes lose the most time, and it is the work we do every day.

JondaX
Turn intake documents into a baseline
  1. One API for laboratory reports, clinical documents, discharge summaries and photographed device readings, in 10+ languages.
  2. Keeps units, dates, laboratory and reference ranges with every value, and maps results to medical coding standards or your own code sets.
  3. Clinically trained reviewers check flagged results, with 99% field-level accuracy after expert review.
  4. ISO 27001 certified, designed to comply with HIPAA, GDPR and PDPA, and deployable in country.
Jonda Health Services
Design the intake around it
  1. Intake journeys that ask for the right documents and questions at the right time.
  2. Baseline data models aligned to the eligibility rules of each payer you serve.
  3. Consent, pseudonymisation and data flows that meet local rules.
  4. Integration planning into your platform, electronic health record or clinic system.

See it on your own records. Send us a sample of real intake documents (up to 20 pages) and we will run them through JondaX free of charge, so you can see the structured baseline next to the originals. If you would rather talk it through first, book a free 30-minute data readiness conversation.

Or get in touch at hello@jonda.health.

 

References

  1. Kahal H, Walton C. A critique of semaglutide (Wegovy) for obesity management: NICE technology appraisal TA875. British Journal of Diabetes. bjd-abcd.com
  2. NPR via St. Louis Public Radio. A new Medicare option for weight-loss drugs is coming. Here's what to know. 2026. stlpr.org
  3. UnitedHealthcare. Medicare GLP-1 Bridge program: what you need to know. 2026. uhcprovider.com
  4. National Institute for Health and Care Excellence. Semaglutide for managing overweight and obesity (TA875). 2023. nice.org.uk/guidance/ta875
  5. Pharmaceutical Benefits Scheme. Medicine status: semaglutide (Wegovy), information current as at 1 October 2026. pbs.gov.au/medicinestatus/document/1650
  6. Novo Nordisk. Wegovy (semaglutide) injection, US prescribing information. accessdata.fda.gov/drugsatfda_docs/label/2024/215256s011lbl.pdf
  7. Eli Lilly. Zepbound (tirzepatide) injection, US prescribing information. pi.lilly.com/us/zepbound-uspi.pdf
  8. Nutritional priorities to support GLP-1 therapy for obesity: a joint advisory from the American College of Lifestyle Medicine, the American Society for Nutrition, the Obesity Medicine Association, and The Obesity Society. 2025. pmc.ncbi.nlm.nih.gov/articles/PMC12304835

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