Charge capture by clinician
Clinicians with ≥ 50 visits in the window, lowest capture first. The long-tail outlier is where the recoverable dollar concentrates, not the mean.
Shepherd's published 96.5% is a single all-practice mean across ~90 GP practices. Central Uplift surfaces per-doctor variance so the operator acts on the long-tail outlier, not the mean.
Charge capture by PMS
One bar per system the operator runs. Capture = 1 − measured missed-charge rate.
This is the metric Shepherd cannot produce. Single-PIMS practices on Shepherd see one bar. This operator sees four.
Per-site charge integrity · sorted by missed $ desc
Click any column header to re-sort. The spread by PMS is the point: legacy and high-throughput sites catch the least.
| Hospital | PMS | Completed visits | Charted $ | Billed $ | Missed $ | Missed % | Net recoverable |
|---|---|---|---|---|---|---|---|
| Riverbend Emergency Cleveland | instinct modern PMS · high-throughput ER | 5,958 | $5.75M | $4.93M | $820.0K | 14.3% | $697.0K |
| Riverbend Specialty Pittsburgh | ezyvet modern PMS · native charge capture | 7,081 | $8.79M | $8.16M | $637.4K | 7.2% | $541.8K |
| Riverbend Specialty Akron no native capture | avimark legacy · no native charge capture | 979 | $934.1K | $619.9K | $314.3K | 33.6% | $267.1K |
| Riverbend Urgent Care Columbus | cornerstone modern PMS · native charge capture | 8,972 | $4.35M | $4.13M | $219.1K | 5.0% | $186.2K |
Per-visit evidence (top 50 by gap)
Filtered to: Surgical Services. Clear filterClick any row to expand the charted-vs-billed split, the false-positive guards, and the SQL behind the gap.
Instinct's 35% figure is survey-reported. The numbers above are measured set-difference per visit with named false-positive guards. Audit trail per row.
SUM(revenue_cents) from SUM(expected_revenue_cents) per site over the
normalized layer — the recoverable dollar is the query output. Copy it, run it on your own warehouse, see which
of your sites catches the least.
Cited context (real, verifiable). Instinct's State of Emergency and Specialty Veterinary Care 2024 (545 professionals) found ~35% of ER/specialty practices leave completed services off the bill, down from 43%; the AVMA puts the industry baseline at ~5–10% of all charges missed. Those frame whether a measured rate is high or low — they are never substituted for the operator's own measured number. The per-line miss distribution in this synthetic dataset is a Central Uplift construct, labeled in the methodology. Press Q for the query this page ran.