Decision support. Every determination on this page is structured for physician review before it reaches a payer, an attorney, or the chart. ChironAI OM reasons and ranks; the licensed physician signs. ChironAI does not make a regulatory clearance claim; see Disclosures.
Five specialists. One decision.
A workers’-comp determination is rarely just a medical question — it is medical, legal, financial, and ethical at once. ChironAI™ OM reasons that way: Chiron leads the medical causation, then the system decides which specialist Digital Employees the case actually needs and consults them. The routing is the intelligence — powered by Eve-Healthcare™ F5/reasoner, the system does the cross-disciplinary legwork and the physician signs the determination.
It pulls in the right specialists — and only the right ones.
Chiron runs the medical causation first. Then, case by case, the system consults the specialists that matter: Justine when apportionment is in play, Theo when confidence is below threshold, Issac on every case for denial risk, Eli when there is a billing dispute. Watch which ones it called — and which it deliberately did not.
Must review before final
Decision-support output. Clinician review and attestation required before this content is signed into the chart.
AOE/COE - industrial. The mechanism (floor-level lift, 65 lb) is consistent with the L4-L5 disc herniation newly demonstrated on the 2025-11-12 MRI and absent on the only prior lumbar imaging. Documented prior low-back episodes were transient with full work capacity between them.
Specialists consulted
- JustineLegal-evidence framingConsulted
Consulted because the case raises apportionment.
Substantial-evidence standard met (Escobedo). Prior episodes were transient with full work capacity between - no basis for a §4664 prior-award offset. Apportionment to non-industrial cause is not supported on this record beyond documented degenerative change.
- TheoBias and fairness reviewConsulted
Consulted because lead confidence is below the 70% review threshold.
No bias indicators. The determination rests on objective imaging and mechanism of injury, not demographic priors. Conservative-approach check passed; recommend documenting the negative 90-day non-industrial history explicitly.
- IssacUtilization-review / IMR riskConsulted
Consulted on every case.
Denial / IMR-challenge probability low (~18%). Recommend attaching the MRI comparison and the negative non-industrial history to preempt a utilization-review challenge.
- EliFinancial / OMFS exposureNot consulted
Consulted only when a billing dispute is present - not triggered here.
Not consulted: no billing dispute on this case. (When present, Eli analyzes OMFS alignment and denial-cost exposure.)
It does the math the statute requires — and shows its work.
Industrial versus non-industrial apportionment under Labor Code §4663, grounded in the controlling case law, alongside a Whole Person Impairment rating under the AMA Guides 5th Edition — the California standard. Every number carries the basis that defends it on cross-examination.
Must review before final
Decision-support output. Clinician review and attestation required before this content is signed into the chart.
Apportionment of cause
15% apportioned to pre-existing degenerative disc disease documented on prior imaging; 85% to the industrial lifting injury, per the treating-physician analysis.
Labor Code §4663 (causation-based apportionment); Escobedo substantial-evidence standard.
Permanent impairment
8% Whole Person Impairment
DRE Lumbar Category II · AMA Guides to the Evaluation of Permanent Impairment, 5th Edition (the California standard).
It scores the request before the payer does.
Before a request for authorization goes out, Issac estimates the denial probability and the downstream IMR-appeal risk, and names the evidence to attach so the request survives utilization review the first time.
Must review before final
Decision-support output. Clinician review and attestation required before this content is signed into the chart.
Standard utilization review: 5 business days (§4610). Expedited: 72 hours if urgent.
Denial probability
22%
IMR appeal risk
11%
What drives the score
- MTUS supports physical therapy for acute radiculopathy - a strong guideline anchor.
- MRI is justified by failed conservative care plus objective neurologic findings.
- Attach the MTUS citation and the objective exam findings to the RFA to preempt denial.
The specialists reason. The physician signs.
The Multi-HYVE takes initiative — it convenes the right specialists, weighs the apportionment, scores the denial risk — but it never crosses into deciding. Every determination carries a must-review-before-final gate, versioned and audit-trailed, and nothing reaches a payer or an attorney without a physician’s signature. That is the bounded agency a defensible workers’-comp record demands.
Read: agency, not autonomy →