Population analytics
Equity rollup
The same records the caseload reads, aggregated. Access is a funnel with attrition at every stage, not a yes or no, and the question this page exists to ask is whether non-biological factors are still capping who gets through.
Cohort
13
Synthetic, de-identified
Reached treatment
2
15% of the cohort
Biggest single drop
4 lost
Reached a center to Accepted as a candidate
Currently behind
6
Against patient-adjusted thresholds
Attrition, stage by stage
Each bar counts everyone who ever reached that stage, not everyone sitting in it today, so the gap between two bars is the number of people who did not get through.
- Referred13 of 13 · 100%
2 currently blocked at the next criterion
- Reached a center10 of 13 · 77%3 did not get here
- Accepted as a candidate6 of 13 · 46%4 did not get here
- Approved to proceed4 of 13 · 31%2 did not get here
- Reached treatment2 of 13 · 15%2 did not get here
Time to each criterion, by subgroup
Median days from referral to meeting each criterion. Measured raw, with no per-patient adjustment, so a structural difference shows up as a structural difference.
| Insurance | Patients | Access | Candidacy | Approval | Behind now |
|---|---|---|---|---|---|
| Commercial / employer | 4 | 9 days | 19 days | 28 days | 1 of 4 |
| Medicaid | 4 | 11 days | 47 days | 101 days | 3 of 4 |
| Medicare (traditional)small cell | 2 | 3 days | not reached | not reached | none |
| Dual eligiblesmall cell | 1 | 13 days | 26 days | not reached | 1 of 1 |
| Medicare Advantagesmall cell | 1 | 4 days | not reached | not reached | none |
| Uninsured / self-paysmall cell | 1 | not reached | not reached | not reached | 1 of 1 |
Cells marked small hold fewer than three patients. Illustrations, not findings.
What affects the most people
Across the whole panel, from the stored engine snapshots. A barrier affecting many people at moderate severity may be worth more program attention than one affecting two people severely.
- Manufacturing / collection & vein-to-vein risk13 of 13 · 1 at high severity · mean score 2.2
- Late referral / progression before treatmentgate11 of 13 · 8 at high severity · mean score 5.9
- Financial toxicity / out-of-pocket burden10 of 13 · 8 at high severity · mean score 5.3
- Travel & lodging burden10 of 13 · 4 at high severity · mean score 3.6
- Equity / disparity risk9 of 13 · 5 at high severity · mean score 4.3
- Caregiver & psychosocial clearancegate9 of 13 · 5 at high severity · mean score 3.9
- Insurance coverage & prior-authorizationgate9 of 13 · 3 at high severity · mean score 3.2
- Transportation barrier8 of 13 · 1 at high severity · mean score 2.9
- Health-literacy / navigation-complexity burden8 of 13 · 1 at high severity · mean score 3.1
- Housing insecurity / relocation burden8 of 13 · 1 at high severity · mean score 2.9