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MeethealthLabs

Sample package v1

Twenty records you can audit.

Real records from our generated corpus, packaged exactly as a delivery would be: data, schema, rubric, provenance, and a quality report that states what was checked and what wasn't.

Download all files (.zip)

No form, no email. Fully synthetic; not for clinical use.

Records
20
Evidence level
L2
Languages
English 18, Spanish 2
Size
345 KB JSONL
Contract
diet_plan@1.0.0 · 1a6c5cf6b9d37193

What's inside

Six files, one per question a buyer asks.

  • Datameethealth-sample-v1.jsonl

    20 records, one JSON object per line. Source fields unmodified, plus a provenance and checks block.

  • Schemaschema.json

    JSON Schema (draft 2020-12) for every record.

  • Rubricrubric.json

    Six weighted axes and a clinically-unsafe flag. Definition only; not applied to these records.

  • Quality reportQUALITY_REPORT.md

    Selection funnel, every check and what it excluded, composition, and known limitations.

  • Machine-readablequality-summary.json

    The same report as JSON, including per-record check results.

  • ProvenanceREADME.md

    How records were generated and selected, and the terms of use.

Selection

How 250,000 plans became twenty.

The filter is the product as much as the data. Every stage is deterministic and reproducible from the seed and contract fingerprint.

Selection funnel
Scanned from a 1,012,105-plan corpus250,000
Written for English or Spanish speakers95,637
Zero findings on all 45 gate rules67,269
Passed all 10 package checks439
Selected for diversity (seeded)20

Package checks

Applied after the gate. Counts are gate-clean records each check excluded; a record can fail several.

CheckVerifiesExcluded
Scenario coherenceAdult 18–80, labs explained by diagnoses, no contradictions.62,429
Protein per kg0.8–1.6 g/kg (to 2.0 for athletes).38,463
Plan languagePlan body is in the patient's recorded language.29,728
28-day completenessFour weekly tables, 28 day rows, explicit end marker.28,127
Allergen screenEvery declared allergy screened; none in meal cells.27,840
Energy per kgTarget is 15–45 kcal/kg body weight.20,472
Macro arithmetic4P + 4C + 9F within 10% of the stated energy target.17,062
Daily energyEvery day within 10% of the target.3,307
Potassium screenNo high-potassium staples when K > 5.0.2,028
No duplicate daysNo two days repeat the same meals.1,797

The records

Every record, every check.

Select a row to see the result of each package check, exactly as stored in the record's provenance block.

All records in the sample package. Select a row to see its checks.
#ProfileConditionsAllergiesTarget
45 · maleEnglishObesity Class I (BMI 30-34.9), Insulin ResistanceMollusks (clams, mussels, oysters)2,700 kcal
56 · femaleEnglishOverweight (BMI 25-29.9), Hypertension Stage 1Fish (all)1,450 kcal
76 · femaleSpanishOverweight (BMI 25-29.9)None1,850 kcal
27 · maleEnglishObesity Class I (BMI 30-34.9), Hepatic Steatosis Grade IFish (all), Red meat allergy (Alpha-gal syndrome)2,380 kcal
59 · femaleEnglishOverweight (BMI 25-29.9), Avoidant/Restrictive Food Intake Disorder (ARFID)None1,900 kcal
19 · transgender maleEnglishObesity Class I (BMI 30-34.9), GERDEggs2,313 kcal
32 · femaleEnglishObesity Class I (BMI 30-34.9), Hypertension Stage 1Tree Nuts (walnuts only)2,711 kcal
21 · maleEnglishOverweight (BMI 25-29.9), Migraine (dietary trigger-related)None2,400 kcal
54 · femaleEnglishOverweight (BMI 25-29.9)Tree Nuts (cashews only)1,708 kcal
58 · femaleEnglishOverweight (BMI 25-29.9)Tree Nuts (almonds only)2,397 kcal
63 · maleEnglishOverweight (BMI 25-29.9)Red meat allergy (Alpha-gal syndrome)2,300 kcal
36 · femaleEnglishObesity Class II (BMI 35-39.9), Insulin ResistanceFish (all)1,800 kcal
42 · maleSpanishNone recordedNone1,600 kcal
28 · femaleEnglishAnemia of Chronic Disease, HemophiliaNone2,000 kcal
40 · maleEnglishObesity Class I (BMI 30-34.9), GERDTree Nuts (all)2,450 kcal
51 · femaleEnglishOverweight (BMI 25-29.9)Shellfish (shrimp, crab, lobster)2,200 kcal
55 · maleEnglishOverweight (BMI 25-29.9)Fish (specific: salmon, tuna)2,593 kcal
36 · femaleEnglishSjögren's Syndrome, Systemic Lupus Erythematosus (SLE)None1,989 kcal
58 · maleEnglishHypertension Stage 1Fish (specific: salmon, tuna)2,300 kcal
56 · femaleEnglishOverweight (BMI 25-29.9)Dairy/Lactose, Tree Nuts (all)2,089 kcal

Inside one plan

What the model wrote.

The opening of a record's plan, unedited. The model raised a data-consistency note about the profile, an inconsistency our own scenario filter missed.

Why show thisPassing every check means the plan is internally consistent and respects its stated constraints. It does not mean a clinician would sign it.

diet.content · excerpt83d2179c
## Summary
- Target: 2089 kcal/day
- Macros: P 78g | C 313g | F 58g
- Key focus: 
    - High iron and protein density to address ferritin (10.0ng/mL) and prealbumin (6.2mg/dL) deficiencies.
    - Gut-healing focus using high-fiber, cooked vegetables and easy-to-digest proteins.
    - Strict avoidance of dairy and tree nuts to manage allergies.

## Data Consistency Notes
- Weight Change: "Growth-appropriate weight gain (pediatric)" is inconsistent with a 56-year-old patient.

## Weekly Meal Plan

### Week 1

| Day | Breakfast | Lunch | Dinner | Snacks | kcal |
|-----|-----------|-------|--------|--------|------|
| Mon | Oat milk porridge w/ berries & sunflower seeds | Tuna & avocado salad on sourdough | Beef stir-fry w/ broccoli & jasmine rice | Apple | 2090 |
| Tue | Scrambled eggs w/ spinach & rye toast | Chicken & quinoa bowl w/ cucumber | Baked salmon w/ sweet potato & green beans | Pear | 2085 |
| Wed | Chia pudding (oat milk) w/ mango | Lentil & vegetable soup w/ crackers | Turkey meatballs w/ zucchini noodles | Banana | 2100 |

Limitations

What this sample doesn't show.

  • No clinician has reviewed these records. They sit at evidence level L2: automated checks passed.
  • Allergen and potassium screens are keyword-based in English and Spanish. Unusual food names or derivatives can slip through.
  • Dose checks are broad plausibility bands, not individualised prescriptions.
  • The scenario filter removes complex, paediatric, and specialist cases, so this sample is easier than our full corpus. Engagements target the hard cases deliberately.
  • Plans were generated by Gemma 4 models. Use of the generated text may also fall under the model provider's terms.

Want this, built around your model's failures?

A custom engagement uses the same pipeline and the same reporting, scoped to the capability you need to improve, with qualified review where it matters.