Healthcare cases require specific modeling inputs that general commercial models lack. Causation — whether the medical intervention caused the alleged harm — and treatment necessity are the two variables that most determine malpractice case value.
Our healthcare outcome models are trained on our proprietary medical causation and treatment necessity corpus — 110 causation models and 40 treatment necessity models trained on legal data, including federal cases. Not claims data. Not insurance actuarial tables.
Medical lien portfolio finance is handled separately from litigation finance, different capital structure, different timeline, different collateral. See our dedicated Medical Lien Receivables page for lien-specific information.
Every financing request Criterica Capital prepares is evaluated against outcomes, not collateral. Our models are trained on real court records across US federal courts, state courts, and international jurisdictions.
We assess jurisdiction-level recovery rates, case-type outcome distributions, time-to-resolution curves, and attorney performance history before a request is prepared for independent capital providers.