SmartDocs · Causation & Apportionment

CA WC litigation posture · defense-favorable apportionment intelligence
LIVE DATA

DEFENSE LEVERAGE INDEX

72%
of litigated files show materially defense-favorable apportionment posture
ArcuityVizion cross-document analysis identifies claims where pre-existing pathology, prior non-industrial events, and internal provider conflicts materially support causation challenge and LC §4663 apportionment allocation. This page prioritizes where that posture can be converted into settlement leverage before trial spend accelerates.
Files analyzed
3,478
open + trial-track litigated claims
Causation conflicts
1,104
treating vs IME / QME disagreement
High apportionment advantage
1,267
>= 60% non-industrial support
Estimated indemnity reduction
$31.2M
portfolio-level modeled reduction

Causation signal mix

SignalClaimsRate
Prior same body-part care1,94255.8%
Pre-injury imaging baseline present1,38639.8%
Non-industrial intervening event74221.3%
Treating/IME direct conflict1,10431.7%
UR/IMR procedural leverage91126.2%
Signals are measured at claim level from indexed PR-2, IME/QME, UR, WCAB filings, and subpoenaed prior records.

Apportionment distribution

Non-industrial share bandClaimsStrategy
70–100%624Early settlement pressure
60–69%643IME-centered mediation
40–59%1,214Dual-track prep
0–39%997Monitor / low leverage
Apportionment percentage represents strongest defensible non-industrial allocation supported by current records.

Modeled financial impact

BucketClaimsAvg modeled reductionPortfolio impact
High leverage (>=60%)1,267$21,400$27,123,800
Moderate leverage (40–59%)1,214$3,350$4,066,900
Low leverage (0–39%)997$0$0
Total modeled reduction3,478$31,190,700
Modeled reduction is directional planning output (not booked savings) based on current reserves and settlement strategy assumptions.

Methodology

Inputs. PR-2 / IME / QME / UR / WCAB filings + subpoenaed prior medical records in the claim index.

Leverage score = weighted(causation_conflict, pre_injury_baseline, prior_same_body_part, procedural_gap, expert_quality)
Apportionment bucket = max defensible non-industrial share under LC §4663 / Escobedo support threshold
Modeled reduction = claims × (reserve × defensible_non_industrial_delta × realization_factor)

All values shown here are portfolio-level demo metrics for smartdocs visualization and triage prioritization.