lev-os Expert Omissions Analysis
Cross-references expert materials against the full medical record set to surface omitted records, classify their impact, and produce a structured impeachment report.
Prerequisites
- Complete medical record set — Bates-stamped or indexed, all discovery-produced records
- Expert materials — report(s), deposition transcript(s), CV, supplemental declarations
- Expert's materials-reviewed list — extracted from report or deposition
- Case chronology — treatment timeline, injuries, key medical events
Workflow
1. Inventory and Cross-Reference
Build a comparison matrix with columns: Record ID/Bates range, date of service, provider/facility, record type, cited by expert (Yes/No/Partial), and expert cite location (report page or depo page:line).
Flag every record where cited = No or Partial.
2. Classify Omissions
Assign priority to each flagged record:
| Priority | Criteria |
|---|---|
| Critical | Contradicts opinion, shows alternative causation, or reveals undisclosed pre-existing condition |
| High | Fills chronology gap or documents unaddressed treatment decisions |
| Moderate | Qualifies or weakens conclusions |
| Low | Cumulative or unlikely to affect opinion foundation |
3. Evaluate Methodology
Assess the expert's review process:
- Did the expert provide a complete materials-reviewed list?
- Does the expert's chronology match the actual medical timeline?
- Are factual assertions contradicted by records the expert claims to have reviewed?
- Did the expert acknowledge and explain gaps?
- Does the methodology satisfy Daubert/Frye reliability factors?
4. Identify Bias Patterns
Flag systematic omission patterns:
- Omissions cluster around records supporting opposing theory
- Pre-existing conditions consistently excluded
- Unfavorable imaging/labs ignored while favorable ones cited
- Selective quotation (partial citation)
- Temporal gaps obscuring intervening causes
5. Generate Report
Structure output as:
I. Executive Summary — total records, count not cited, critical/high omission count, key finding (1–2 sentences)
II. Omissions Table — matrix from Step 1 filtered to omitted records, sorted by priority
III. Critical Omissions Detail — for each Critical/High item: omitted record ID, content summary, expert's statement (quote + cite), impact on opinion foundation
IV. Methodology Deficiencies — Step 3 findings with supporting citations
V. Bias Pattern Analysis — Step 4 patterns with statistical support where available
VI. Strategic Recommendations — cross-examination questions (numbered, pin-cited), Daubert/Frye challenge points, rebuttal expert focus areas, deposition follow-up topics if discovery is ongoing
Pitfalls and Checks
- Pin-cite everything — every assertion references a Bates number, depo page:line, or report page
- Do not overstate minor gaps — flag low-priority items but distinguish them from genuine impeachment material
- Note defensible omissions — record may be cumulative or irrelevant to the specific opinion rendered
- Daubert factors: testability, peer review, error rate, general acceptance, fit to facts [VERIFY: Daubert v. Merrell Dow Pharmaceuticals, 509 U.S. 579 (1993)]
- Frye jurisdictions: standard is general acceptance only; flag when applicable [VERIFY: Frye v. United States, 293 F. 1013 (D.C. Cir. 1923)]
- Adapt for either side — plaintiff (challenging defense IME expert) or defense (challenging treating physician or plaintiff's retained expert)
- Do not render medical opinions — identify what records say and what the expert missed, not whether the medical conclusion is correct