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Sample Cohort — Twenty Synthetic Children

Reproducible verification artifact. Generated by walking a single deterministic cohort (seed=42, size=500) and picking the first child matching each of twenty archetypal predicates. Re-runnable via:

pnpm synth:samples > docs/docs/synthetic-personas/sample-cohort.md

Same seed produces bit-identical results — anything below this line is reproducible.

What this page proves: the generator emits realistic, internally-coherent pediatric Family + Guardian + Patient personas across the full breadth of US peds-practice variation, with coemission rules (severe peanut → Epi-pen, T1D → insulin, ADHD → CII Rx) firing correctly and with archetype-specific constraints attached.

What it doesn't prove: clinical accuracy of any individual numeric value (growth percentiles use a coarse approximation, not CDC LMS curves; vaccine schedule dates are illustrative). For clinical-grade fidelity, see the implementation plan for SP5 (timeline derivation) and SP6 (LLM narrative texture) follow-on work.

Cohort statistics (seed=42, size=500):

  • 500 families · 909 guardians · 1052 children
  • Family archetypes: 14 distinct
  • States represented: 47
  • Languages: es, en, pt, zh, hi, ar, vi, fr, ko, tl

1. Newborn home-visit candidate​

Should automatically carry the newborn-home-visit-due constraint and have full birth history populated.

Family: two-parent-nuclear · California · primary language hi · SES 2/3 · transport good · split-household: false

Guardians: Hiro Thomas (mother), Daniel Thomas (mother)

  • Hiro Thomas · channel phone · tone skeptical · reading professional · sentiment engage:2 trust:2 anxiety:0 financial:2 (constraints: limited-english, financially-strained)
  • Daniel Thomas · channel phone · tone anxious · reading professional · sentiment engage:2 trust:3 anxiety:2 financial:0 (constraints: limited-english, high-anxiety)

Child: Sofia Thomas · F · newborn (10 days)

  • Birth: GA 34wk · vaginal · 3.12 kg / 46.2 cm · APGAR 7/7 · NICU stay · feeding mixed · bilirubin peak 5.1 mg/dL
  • Growth: 3.7 kg (62%ile) · 49.5 cm (35%ile) · trajectory tracking
  • Allergies: (none)
  • Chronic: (none)
  • Vaccine posture: on-schedule · 2 doses given · 0 declined · 15 pending
  • Patient constraints: newborn-home-visit-due

Billing: annual $2016 · status active

IDs · family 85b176284ed8 · cohortSeed 7 · child seed 7

2. Infant tracking growth​

Mid-cohort age band; vaccine schedule is mid-stream; growth percentiles populated.

Family: divorced-shared-custody · Georgia · primary language es · SES 1/3 · transport good · split-household: true

Guardians: Ngozi Rivera (father), Sarah Rivera (mother)

  • Ngozi Rivera · channel sms · tone anxious · reading professional · sentiment engage:1 trust:3 anxiety:2 financial:0 (constraints: has-court-order, limited-english, high-anxiety, health-literacy-clinician)
  • Sarah Rivera · channel phone · tone anxious · reading medical · sentiment engage:0 trust:2 anxiety:2 financial:1 (constraints: has-court-order, limited-english, high-anxiety)

Child: Lucas Rivera · M · infant (216 days)

  • Birth: GA 38wk · csection · 3.31 kg / 48.2 cm · APGAR 7/7 · feeding mixed · bilirubin peak 9.4 mg/dL
  • Growth: 6.6 kg (15%ile) · 60.2 cm (6%ile) · trajectory tracking
  • Allergies: environmental-dust-mites
  • Chronic: sickle-cell-trait
  • Vaccine posture: on-schedule · 20 doses given · 0 declined · 13 pending

Billing: monthly $140 · status active · split mom 50% / dad 50%

IDs · family 4c0956fa8846 · cohortSeed 42 · child seed 42

3. Toddler with atopic eczema​

Eczema is the highest-prevalence chronic condition in our distribution; toddler age band is the typical onset window.

Family: grandparent-as-guardian · Texas · primary language en · SES 2/3 · transport good · split-household: false

Guardians: Akira Vega-Hernandez (grandfather), Janelle Vega-Hernandez (grandmother)

  • Akira Vega-Hernandez · channel app · tone exhausted · reading professional · sentiment engage:0 trust:2 anxiety:0 financial:2 (constraints: health-literacy-low, has-court-order, financially-strained)
  • Janelle Vega-Hernandez · channel app · tone skeptical · reading professional · sentiment engage:3 trust:3 anxiety:0 financial:2 (constraints: health-literacy-low, has-court-order, financially-strained)

Child: Isabella Vega-Hernandez · F · toddler (2.2 years)

  • Birth: GA 40wk · vaginal · 3.54 kg / 49.6 cm · APGAR 7/9 · feeding transitioned-solids
  • Growth: 9.1 kg (5%ile) · 90.1 cm (61%ile) · BMI 45%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: eczema-atopic · asthma-mild-intermittent
  • Active Rx:
    • Triamcinolone 0.025% cream — Apply to affected areas BID PRN flare · refills: 0 · pharmacy: CVS
    • Albuterol HFA 90 mcg — 2 puffs Q4-6h PRN wheeze · refills: 4 · pharmacy: H-E-B Pharmacy S Lamar
  • Vaccine posture: on-schedule · 31 doses given · 0 declined · 9 pending

Billing: monthly $196 · status active

IDs · family 57d280287b28 · cohortSeed 42 · child seed 27043

4. Preschooler with severe peanut allergy + Epi-pen​

Coemission rule: severe peanut → epinephrine Rx + epi-pen-on-file constraint.

Family: recently-arrived-immigrant · North Carolina · primary language es · SES 1/3 · transport good · split-household: false

Guardians: Daniel Williams (father), Wanjiku Williams (mother)

  • Daniel Williams · channel phone · tone skeptical · reading plain · sentiment engage:1 trust:1 anxiety:0 financial:3 (constraints: limited-english, health-literacy-low, financially-strained)
  • Wanjiku Williams · channel phone · tone casual · reading professional · sentiment engage:2 trust:3 anxiety:1 financial:1 (constraints: limited-english, health-literacy-low, financially-strained, vaccine-hesitant)

Child: Idris Williams · M · preschool (4.3 years)

  • Birth: GA 29wk · vaginal · 2.63 kg / 43.8 cm · APGAR 5/5 · NICU stay · feeding transitioned-solids
  • Growth: 17.2 kg (56%ile) · 100 cm (31%ile) · BMI 69%ile · trajectory tracking
  • Allergies: environmental-cat · peanut-severe
  • Chronic: asthma-mild-intermittent
  • Active Rx:
    • Albuterol HFA 90 mcg — 2 puffs Q4-6h PRN wheeze · refills: 2 · pharmacy: H-E-B Pharmacy S Lamar
    • Epinephrine auto-injector 0.15 mg — Inject IM in thigh once for severe allergic reaction · refills: 2 · pharmacy: H-E-B Pharmacy
  • Vaccine posture: philosophical-exemption · 14 doses given · 9 declined · 2 pending
  • Patient constraints: epi-pen-on-file

Billing: monthly $140 · status active

IDs · family 37512f1b4bbb · cohortSeed 42 · child seed 36042

5. School-age child with ADHD on a CII prescription​

Coemission: ADHD → methylphenidate-class Rx with refillsRemaining=0 (Schedule II forbids refills). Also coemits the cii-rx-on-file constraint.

Family: divorced-shared-custody · Texas · primary language en · SES 2/3 · transport good · split-household: true

Guardians: Sarah Jones (father), Tasha Jones (mother)

  • Sarah Jones · channel app · tone casual · reading professional · sentiment engage:3 trust:3 anxiety:1 financial:1 (constraints: has-court-order)
  • Tasha Jones · channel app · tone direct · reading professional · sentiment engage:2 trust:2 anxiety:1 financial:0 (constraints: has-court-order)

Child: Linh Jones · F · school (7.2 years)

  • Birth: GA 38wk · csection · 3.81 kg / 52.2 cm · APGAR 7/9 · feeding transitioned-solids
  • Growth: 25.8 kg (65%ile) · 121.7 cm (52%ile) · BMI 70%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: adhd-combined · eczema-atopic
  • Active Rx:
    • Methylphenidate ER 18 mg (Concerta) — Take 1 tablet PO daily AM · refills: 0 · pharmacy: CVS
    • Triamcinolone 0.025% cream — Apply to affected areas BID PRN flare · refills: 1 · pharmacy: CVS
  • Vaccine posture: mild-delay · 9 doses given · 5 declined · 8 pending
  • Patient constraints: cii-rx-on-file · school-physical-due

Billing: annual $2592 · status active

IDs · family 4b8de04227fe · cohortSeed 42 · child seed 4043

6. Tween with moderate persistent asthma​

Two-Rx maintenance regimen (controller inhaler + rescue inhaler) emitted automatically.

Family: two-parent-nuclear · Georgia · primary language zh · SES 3/3 · transport good · split-household: false

Guardians: Michelle Johnson (father), Marisol Johnson (father)

  • Michelle Johnson · channel sms · tone anxious · reading professional · sentiment engage:3 trust:2 anxiety:1 financial:2 (constraints: limited-english, financially-strained)
  • Marisol Johnson · channel phone · tone skeptical · reading professional · sentiment engage:2 trust:1 anxiety:1 financial:0 (constraints: limited-english)

Child: Aaliyah Johnson · F · tween (12.3 years)

  • Birth: GA 41wk · vaginal · 3.59 kg / 51 cm · APGAR 8/10 · feeding transitioned-solids
  • Growth: 45.8 kg (69%ile) · 155.4 cm (77%ile) · BMI 76%ile · trajectory falling
  • Allergies: (none)
  • Chronic: asthma-moderate-persistent
  • Developmental: autism-mild
  • Active Rx:
    • Fluticasone HFA 44 mcg — 2 puffs BID · refills: 4 · pharmacy: H-E-B Pharmacy S Lamar
    • Albuterol HFA 90 mcg — 2 puffs Q4-6h PRN wheeze · refills: 3 · pharmacy: H-E-B Pharmacy S Lamar
  • Vaccine posture: on-schedule · 44 doses given · 0 declined · 2 pending

Billing: quarterly $693 · status active

IDs · family 9ba067ea6aaa · cohortSeed 42 · child seed 39044

7. Adolescent with mental-health flags (adversarial)​

Self-harm-history flag is the trigger the agentic safety monitor must catch. We need samples that explicitly contain it.

Family: single-mother · Washington · primary language en · SES 0/3 · transport rural · split-household: false

Guardians: Akira Patel (mother)

  • Akira Patel · channel app · tone anxious · reading professional · sentiment engage:2 trust:2 anxiety:3 financial:3 (constraints: financially-strained, high-anxiety)

Child: Hannah Patel · F · adolescent (15.5 years)

  • Birth: GA 34wk · vaginal · 2.88 kg / 42.2 cm · APGAR 8/8 · NICU stay · feeding transitioned-solids
  • Growth: 59.7 kg (62%ile) · 164.6 cm (60%ile) · BMI 88%ile · trajectory tracking
  • Allergies: environmental-dust-mites
  • Chronic: anxiety-generalized · asthma-mild-intermittent
  • Developmental: 504-on-file
  • Mental health: self-harm-history
  • Active Rx:
    • Albuterol HFA 90 mcg — 2 puffs Q4-6h PRN wheeze · refills: 5 · pharmacy: H-E-B Pharmacy S Lamar
  • Vaccine posture: on-schedule · 44 doses given · 0 declined · 2 pending
  • Patient constraints: 504-on-file

Billing: monthly $196 · status active

IDs · family 5c9b9fca5976 · cohortSeed 99 · child seed 4099

8. T1D child with insulin + glucagon coemission​

Coemission: T1D → insulin Rx + Glucagon HypoPen + glucagon-on-file constraint.

Family: divorced-shared-custody · Illinois · primary language en · SES 2/3 · transport good · split-household: true

Guardians: Lisa Murphy (father), Olu Murphy (father)

  • Lisa Murphy · channel sms · tone anxious · reading professional · sentiment engage:0 trust:3 anxiety:2 financial:0 (constraints: has-court-order, high-anxiety)
  • Olu Murphy · channel app · tone skeptical · reading professional · sentiment engage:2 trust:1 anxiety:0 financial:2 (constraints: has-court-order, financially-strained, health-literacy-clinician)

Child: Carter Murphy · M · toddler (1.8 years)

  • Birth: GA 33wk · vaginal · 2.24 kg / 46 cm · APGAR 6/6 · NICU stay · feeding transitioned-solids
  • Growth: 12.4 kg (56%ile) · 82 cm (33%ile) · trajectory tracking
  • Allergies: NKDA
  • Chronic: t1d-mdi
  • Active Rx:
    • Insulin lispro (Humalog) — Per pump / mealtime sliding scale · refills: 1 · pharmacy: CVS
    • Glucagon HypoPen 0.5 mg — For severe hypoglycemia per protocol · refills: 1 · pharmacy: CVS
  • Vaccine posture: on-schedule · 30 doses given · 0 declined · 10 pending
  • Patient constraints: glucagon-on-file

Billing: quarterly $539 · status active · split mom 50% / dad 50%

IDs · family c6ee02ac52d4 · cohortSeed 42 · child seed 37042

9. Spanish-primary single-mother household​

Tests language + archetype + constraint composition: limited-English mother, single-parent custody, scaled billing.

Family: single-mother · Michigan · primary language es · SES 1/3 · transport limited · split-household: false

Guardians: Catalina Lee (mother)

  • Catalina Lee · channel sms · tone warm · reading professional · sentiment engage:0 trust:1 anxiety:1 financial:1 (constraints: financially-strained, limited-english)

Child: Imani Lee · F · preschool (4.0 years)

  • Birth: GA 38wk · forceps · 3.34 kg / 49.4 cm · APGAR 7/7 · feeding transitioned-solids
  • Growth: 19 kg (82%ile) · 98 cm (33%ile) · BMI 79%ile · trajectory tracking
  • Allergies: environmental-cat
  • Chronic: (none)
  • Vaccine posture: on-schedule · 33 doses given · 0 declined · 9 pending

Billing: annual $1440 · status active

IDs · family 46593a18f718 · cohortSeed 42 · child seed 23042

10. Religious-exemption vaccine refusal​

Off-the-mode vaccine posture; child has zero doses given and the full schedule in declinedSlugs.

Family: two-parent-nuclear · Pennsylvania · primary language en · SES 2/3 · transport good · split-household: false

Guardians: Hassan Bennett (father), Antoine Bennett (father)

  • Hassan Bennett · channel app · tone skeptical · reading professional · sentiment engage:2 trust:2 anxiety:0 financial:1
  • Antoine Bennett · channel app · tone skeptical · reading professional · sentiment engage:3 trust:2 anxiety:0 financial:2 (constraints: financially-strained, health-literacy-clinician)

Child: Vivienne Bennett · F · school (8.6 years)

  • Birth: GA 39wk · vaginal · 3.07 kg / 49.1 cm · APGAR 7/7 · feeding transitioned-solids
  • Growth: 29.6 kg (58%ile) · 133.4 cm (70%ile) · BMI 67%ile · trajectory tracking
  • Allergies: environmental-cat
  • Chronic: (none)
  • Vaccine posture: religious-exemption · 0 doses given · 16 declined · 0 pending

Billing: quarterly $539 · status active · employer-sponsored

IDs · family b12246c09140 · cohortSeed 42 · child seed 56043

11. Recently-arrived-immigrant family with partial international vaccines​

Triggers limited-English + financially-strained guardian constraints AND partial-international vaccine posture is plausible here.

Family: recently-arrived-immigrant · California · primary language es · SES 0/3 · transport good · split-household: false

Guardians: Lisa Brock (mother), Beatriz Brock (mother)

  • Lisa Brock · channel sms · tone warm · reading professional · sentiment engage:2 trust:3 anxiety:1 financial:2 (constraints: limited-english, health-literacy-low, financially-strained)
  • Beatriz Brock · channel sms · tone exhausted · reading medical · sentiment engage:3 trust:3 anxiety:0 financial:1 (constraints: limited-english, health-literacy-low, financially-strained)

Child: Rohan Brock · M · school (5.4 years)

  • Birth: GA 40wk · vaginal · 4.03 kg / 50.2 cm · APGAR 8/9 · feeding transitioned-solids
  • Growth: 20.5 kg (66%ile) · 114 cm (70%ile) · BMI 63%ile · trajectory tracking
  • Allergies: peanut-mild · penicillin
  • Chronic: (none)
  • Vaccine posture: partial-catch-up-needed · 35 doses given · 1 declined · 5 pending

Billing: monthly $252 · status active

IDs · family 143e157198af · cohortSeed 42 · child seed 101042

12. Two-mom household​

Same-sex parent archetype; both guardians carry mother relationship; default constraints.

Family: two-mom-household · Missouri · primary language en · SES 2/3 · transport good · split-household: false

Guardians: Esther Diallo (mother), Mei Diallo (mother)

  • Esther Diallo · channel app · tone casual · reading professional · sentiment engage:0 trust:3 anxiety:1 financial:1
  • Mei Diallo · channel app · tone casual · reading plain · sentiment engage:0 trust:3 anxiety:0 financial:0

Child: Asher Diallo · M · tween (13.4 years)

  • Birth: GA 39wk · vaginal · 3.94 kg / 47.9 cm · APGAR 9/9 · feeding transitioned-solids
  • Growth: 55.9 kg (85%ile) · 149.3 cm (33%ile) · BMI 99%ile · trajectory tracking
  • Allergies: penicillin · environmental-dust-mites
  • Chronic: (none)
  • Developmental: autism-mild · iep-on-file
  • Vaccine posture: on-schedule · 44 doses given · 0 declined · 2 pending
  • Patient constraints: iep-on-file

Billing: monthly $140 · status active

IDs · family be61d16f5c71 · cohortSeed 42 · child seed 83042

13. Foster family with CPS history​

Coemission: foster archetype → cps-history constraint on at least one guardian; tests the foster pathway end-to-end.

Family: foster-family · Florida · primary language en · SES 0/3 · transport limited · split-household: false

Guardians: Robert Murphy (foster-parent), Hassan Murphy (foster-parent)

  • Robert Murphy · channel app · tone anxious · reading professional · sentiment engage:3 trust:3 anxiety:3 financial:1 (constraints: cps-history, has-court-order, high-anxiety)
  • Hassan Murphy · channel email · tone anxious · reading professional · sentiment engage:1 trust:1 anxiety:2 financial:0 (constraints: cps-history, has-court-order, high-anxiety)

Child: Soo-Yeon Murphy · F · preschool (4.6 years)

  • Birth: GA 37wk · csection · 2.78 kg / 52.9 cm · APGAR 7/7 · feeding transitioned-solids
  • Growth: 19.9 kg (76%ile) · 99.4 cm (15%ile) · BMI 81%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: (none)
  • Vaccine posture: on-schedule · 38 doses given · 0 declined · 5 pending

Billing: annual $2016 · status active

IDs · family 7787c605fa9b · cohortSeed 42 · child seed 162042

14. Divorced shared-custody with split billing​

Split-household + 50/50 split-billing; tests the multi-guardian + multi-payer billing path.

Family: divorced-shared-custody · Georgia · primary language es · SES 1/3 · transport good · split-household: true

Guardians: Ngozi Rivera (father), Sarah Rivera (mother)

  • Ngozi Rivera · channel sms · tone anxious · reading professional · sentiment engage:1 trust:3 anxiety:2 financial:0 (constraints: has-court-order, limited-english, high-anxiety, health-literacy-clinician)
  • Sarah Rivera · channel phone · tone anxious · reading medical · sentiment engage:0 trust:2 anxiety:2 financial:1 (constraints: has-court-order, limited-english, high-anxiety)

Child: Lucas Rivera · M · infant (216 days)

  • Birth: GA 38wk · csection · 3.31 kg / 48.2 cm · APGAR 7/7 · feeding mixed · bilirubin peak 9.4 mg/dL
  • Growth: 6.6 kg (15%ile) · 60.2 cm (6%ile) · trajectory tracking
  • Allergies: environmental-dust-mites
  • Chronic: sickle-cell-trait
  • Vaccine posture: on-schedule · 20 doses given · 0 declined · 13 pending

Billing: monthly $140 · status active · split mom 50% / dad 50%

IDs · family 4c0956fa8846 · cohortSeed 42 · child seed 42

15. Military family (region-clustered)​

Region-affinity multipliers should cluster these in TX/VA/WA/NC/FL/CA/GA/HI.

Family: military-family · Florida · primary language pt · SES 1/3 · transport good · split-household: false

Guardians: Sarah Williams (father), Khalid Williams (mother)

  • Sarah Williams · channel sms · tone exhausted · reading professional · sentiment engage:3 trust:3 anxiety:0 financial:1 (constraints: evening-only-availability, limited-english)
  • Khalid Williams · channel sms · tone exhausted · reading plain · sentiment engage:0 trust:2 anxiety:0 financial:0 (constraints: evening-only-availability, limited-english)

Child: Ines Williams · F · infant (109 days)

  • Birth: GA 41wk · vaginal · 2.8 kg / 48.6 cm · APGAR 8/9 · feeding exclusive-breast · bilirubin peak 5.4 mg/dL
  • Growth: 6.2 kg (27%ile) · 58.5 cm (61%ile) · trajectory tracking
  • Allergies: milk
  • Chronic: (none)
  • Vaccine posture: on-schedule · 8 doses given · 0 declined · 15 pending

Billing: monthly $252 · status active

IDs · family bc4dcc9b393b · cohortSeed 42 · child seed 13042

16. Grandparent-as-guardian​

Older guardian, often health-literacy-low + court-order present.

Family: grandparent-as-guardian · Iowa · primary language es · SES 1/3 · transport good · split-household: false

Guardians: Ravi Jones (grandfather), Daniel Jones (grandmother)

  • Ravi Jones · channel phone · tone skeptical · reading professional · sentiment engage:2 trust:2 anxiety:1 financial:1 (constraints: health-literacy-low, has-court-order, limited-english)
  • Daniel Jones · channel sms · tone skeptical · reading plain · sentiment engage:2 trust:1 anxiety:0 financial:0 (constraints: health-literacy-low, has-court-order, limited-english)

Child: Anand Jones · M · toddler (2.7 years)

  • Birth: GA 42wk · vaginal · 4.01 kg / 47.2 cm · APGAR 9/10 · feeding transitioned-solids
  • Growth: 10.4 kg (13%ile) · 92.5 cm (56%ile) · BMI 49%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: (none)
  • Vaccine posture: on-schedule · 32 doses given · 0 declined · 9 pending

Billing: quarterly $539 · status active

IDs · family 28680885f7e5 · cohortSeed 42 · child seed 22042

17. Multigenerational household​

Mother + grandmother as co-guardians; tests guardian-relationship plurality.

Family: multigenerational · Illinois · primary language en · SES 1/3 · transport good · split-household: false

Guardians: Hassan Johnson (mother), Hiro Johnson (mother)

  • Hassan Johnson · channel app · tone direct · reading plain · sentiment engage:3 trust:3 anxiety:0 financial:2 (constraints: financially-strained, vaccine-hesitant)
  • Hiro Johnson · channel app · tone anxious · reading professional · sentiment engage:2 trust:3 anxiety:2 financial:1 (constraints: high-anxiety, vaccine-hesitant)

Child: Eliana Johnson · F · school (9.2 years)

  • Birth: GA 39wk · vaginal · 2.68 kg / 52.1 cm · APGAR 9/10 · feeding transitioned-solids
  • Growth: 31.9 kg (60%ile) · 126.2 cm (21%ile) · BMI 80%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: (none)
  • Vaccine posture: on-schedule · 40 doses given · 0 declined · 4 pending
  • Patient constraints: school-physical-due

Billing: quarterly $385 · status active

IDs · family 3fd043f9c4d9 · cohortSeed 42 · child seed 21042

18. Sibling pair in the same family — diverging conditions​

Same household, two children with independent condition draws; demonstrates per-child stochasticity within a shared household structure.

Family: single-father · California · primary language en

Guardians: Khalid Rodriguez-Hayes (father)

Maya Rodriguez-Hayes · F · tween (13.0y)​

  • Allergies: penicillin
  • Chronic: (none)
  • Vaccine posture: philosophical-exemption (18 doses given)
  • Growth: 56.7 kg (95%ile) · 153.6 cm (56%ile) · trajectory tracking
  • Patient constraints: school-physical-due

Imani Rodriguez-Hayes · F · adolescent (16.1y)​

  • Allergies: (none)
  • Chronic: eczema-atopic
  • Vaccine posture: on-schedule (46 doses given)
  • Growth: 67.3 kg (75%ile) · 175.2 cm (91%ile) · trajectory tracking
  • Rx: Triamcinolone 0.025% cream
  • Patient constraints: school-physical-due

Billing: monthly $196 · status active

IDs · family 5b7808e1133f · cohortSeed 42

19. Two-parent nuclear family with no chronic conditions (the boring center)​

The mode of the distribution; serves as the reference point.

Family: two-parent-nuclear · Maryland · primary language en · SES 2/3 · transport good · split-household: false

Guardians: Wanjiku Reyes (mother), Soraya Reyes (father)

  • Wanjiku Reyes · channel app · tone anxious · reading professional · sentiment engage:2 trust:2 anxiety:2 financial:0 (constraints: high-anxiety)
  • Soraya Reyes · channel app · tone anxious · reading professional · sentiment engage:2 trust:2 anxiety:2 financial:2 (constraints: high-anxiety, financially-strained)

Child: Priya Reyes · F · adolescent (16.4 years)

  • Birth: GA 38wk · vaginal · 3.23 kg / 49.2 cm · APGAR 8/8 · feeding transitioned-solids
  • Growth: 58.9 kg (47%ile) · 171 cm (70%ile) · BMI 81%ile · trajectory tracking
  • Allergies: NKDA
  • Chronic: (none)
  • Developmental: autism-mild
  • Vaccine posture: on-schedule · 46 doses given · 0 declined · 0 pending

Billing: annual $1440 · status active

IDs · family 940b6505c465 · cohortSeed 42 · child seed 6042

20. Teen parent​

Rare archetype; pediatric patient herself with her own infant in care.

Family: teen-parent · California · primary language en · SES 0/3 · transport limited · split-household: false

Guardians: Jose Yamada (mother)

  • Jose Yamada · channel app · tone exhausted · reading plain · sentiment engage:3 trust:3 anxiety:1 financial:1 (constraints: financially-strained, health-literacy-low)

Child: Aisha Yamada · F · school (5.7 years)

  • Birth: GA 42wk · csection · 2.55 kg / 47.6 cm · APGAR 8/9 · feeding transitioned-solids
  • Growth: 16 kg (20%ile) · 112.7 cm (47%ile) · BMI 50%ile · trajectory tracking
  • Allergies: penicillin
  • Chronic: (none)
  • Vaccine posture: on-schedule · 39 doses given · 0 declined · 5 pending

Billing: monthly $140 · status active

IDs · family dd36118fdfaf · cohortSeed 42 · child seed 68042

Determinism check​

Same seed + same family index produces identical output across calls. The generator forbids Math.random() and uses mulberry32 keyed by (cohortSeed + familyIndex × 2654435761). Distribution invariants are tested in generate.test.ts — pnpm vitest run scripts/synthetic-personas once vitest is wired into the workspace.

How to reproduce​

# Re-render this page from scratch
pnpm synth:samples > docs/docs/synthetic-personas/sample-cohort.md

# Inspect a single sample interactively
pnpm synth:serve  # in one terminal
curl http://127.0.0.1:7777/family?seed=42&index=12  # in another

See Implementation Plan for what's shipped (SP0–SP3) and what's next (SP4 onward).