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Signed in — Ryan Gomez · System Administrator
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No-show risk

Next week's synthetic schedule, scored against each patient's real chart. The score is a transparent additive model — every factor and its points are printed, because a risk score nobody can inspect is a rumor. The outreach script is where the frontier model earns its seat: a call script per high-risk patient, drafted from the chart, staged to the signature queue.

AI core: No-show risk model v2.1 · predictive · managed in the Control panel
AppointmentPatientRisk Why — every factor, every point
Sun Aug 30, 12:00 William Tsosie
MRN-204175 · Medicaid
 65
no visit in 2+ years +30
thin visit history (1 encounters) +15
Medicaid (access barriers correlate) +10
 script drafted below
Outreach script — William Tsosie drafted by claude-sonnet-5 · 2026-08-29 22:12:40 · staged, never sent by AI
Hi, this is [Scheduler Name] calling from [Clinic Name] on behalf of William's care team. I'm calling to confirm his upcoming visit.

This appointment is a great chance to check in on some recent bloodwork we ran, so the doctor can review the results with you and make sure everything's on track.

I also wanted to check—is transportation to the office a challenge for you? We can help arrange a ride if needed. And if the current appointment time doesn't work with your schedule, we're happy to find a different day, or set this up as a telehealth visit instead, whichever is easier for your family.

Would you like me to go ahead and confirm the current time, or should we adjust anything?

Thank you so much—we look forward to seeing William soon, and please don't hesitate to call us if anything comes up before then.
Sun Aug 30, 15:00 Salvador Antonio Gomez
MRN-204920 · Medicaid
 65
no visit in 2+ years +30
thin visit history (1 encounters) +15
Medicaid (access barriers correlate) +10
Tue Sep 1, 10:00 Jamal Jefferson-Santos
MRN-202983 · Medicaid
 55
no visit in 12-24 months +20
thin visit history (2 encounters) +15
Medicaid (access barriers correlate) +10
Sun Aug 30, 14:00 Helen Allen
MRN-201195 · UnitedHealthcare
 46
no visit in 12-24 months +20
age 75+ (transport-sensitive) +8
4 active conditions (complex care) +8
Thu Sep 3, 9:00 Adriana Paloma Gomez
MRN-205516 · Medicaid
 42
no visit in 6-12 months +10
age band 18-34 +12
Medicaid (access barriers correlate) +10
Wed Sep 2, 11:00 Joaquin Gomez
MRN-204622 · Medicaid
 40
no visit in 12-24 months +20
Medicaid (access barriers correlate) +10
Tue Sep 1, 14:00 Mato Yellowhair
MRN-202238 · UnitedHealthcare
 38
no visit in 12-24 months +20
4 active conditions (complex care) +8
Thu Sep 3, 12:00 Takoda Joseph Tsosie
MRN-206261 · Blue Cross Blue Shield
 37
thin visit history (2 encounters) +15
age band 18-34 +12
Wed Sep 2, 9:00 Daniel Chen Merriweather
MRN-202387 · Medicaid
 32
age band 18-34 +12
Medicaid (access barriers correlate) +10
Thu Sep 3, 13:00 Francesca Khadija Weber
MRN-204771 · Blue Cross Blue Shield
 32
no visit in 6-12 months +10
age band 18-34 +12
Wed Sep 2, 13:00 Meera Stephanie Campbell
MRN-201642 · Medicare
 30
no visit in 12-24 months +20
Sun Aug 30, 10:00 Diego Tariq Baker
MRN-201940 · Medicaid
 30
no visit in 6-12 months +10
Medicaid (access barriers correlate) +10
Wed Sep 2, 12:00 Noor Weber
MRN-203132 · Medicaid
 30
no visit in 6-12 months +10
Medicaid (access barriers correlate) +10
Tue Sep 1, 13:00 Hana Wilson
MRN-203728 · Cigna
 30
no visit in 12-24 months +20
Wed Sep 2, 14:00 Elizabeth Park
MRN-205367 · Medicaid
 30
no visit in 6-12 months +10
Medicaid (access barriers correlate) +10
Tue Sep 1, 15:00 Lars Whitehorse
MRN-205963 · Aetna
 30
no visit in 12-24 months +20
Mon Aug 31, 12:00 Huy Alejandro Weiss
MRN-202089 · Medicare
 28
no visit in 6-12 months +10
age 75+ (transport-sensitive) +8
Thu Sep 3, 14:00 Donald Anthony Cho
MRN-203281 · Medicaid
 28
Medicaid (access barriers correlate) +10
4 active conditions (complex care) +8
Mon Aug 31, 13:00 Mateo Gomez
MRN-205814 · Medicare
 28
no visit in 6-12 months +10
age 75+ (transport-sensitive) +8
Sun Aug 30, 13:00 Niamh Ramirez
MRN-202685 · Cigna
 22
age band 18-34 +12

The schedule is synthetic (the demo has no live booking system); the charts, gaps and factor arithmetic are real corpus data. Scripts are staged drafts — a human calls, or nobody does.