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ProvaLens — Practice Area Guide

AI Document Review Guide for
Medical Malpractice Attorneys

How to find the documentation gaps, charting contradictions, and missing informed consent that establish the standard of care.

Applies to: Surgical errors, delayed diagnosis, medication errors, and hospital negligence Updated: 2026
Medical malpractice cases average 3,000+ pages of records — hospital charts, nursing notes, physician orders, billing records, and specialist reports. The gap that proves the case is rarely obvious. It's the four-hour window where nursing notes stop, or the informed consent that references a procedure never performed.
1
Medical Record Timeline
  • Chronological treatment timeline built across all providers ProvaLens extracts every timestamped entry — nursing notes, physician orders, vital signs, lab results, radiology reads — and builds a minute-by-minute clinical timeline across the entire hospitalization. ProvaLens automates this
  • Documentation gaps by hour flagged Periods where clinical documentation stops — where notes should exist but don't — are identified precisely. A four-hour gap in nursing documentation during a post-operative period is flagged immediately. Critical for standard of care
  • Nursing notes vs. physician orders cross-referenced Physician orders are compared against nursing documentation of administration and compliance — flagging cases where an order was given but execution was not documented or was delayed.
  • Vital signs flow sheets cross-referenced against clinical notes Vital sign deterioration visible in the flow sheets is compared against the clinical notes — identifying cases where the data was recorded but no clinical response was documented.
2
Standard of Care Documentation
  • Informed consent documents verified for each procedure Every procedure performed is cross-referenced against the informed consent documentation — identifying procedures performed without documented consent, or consent forms that reference risks not discussed in the clinical notes. ProvaLens automates this
  • Pre-procedure checklist completion verified Hospital pre-procedure checklists — time-out documentation, site marking, allergy verification — are identified and reviewed for completeness against the institutional protocol.
  • Medication orders vs. administration records compared Each medication order is cross-referenced against the medication administration record (MAR) — flagging doses that were ordered but not administered, or administered at the wrong time or incorrect dose. Medication error indicator
  • Protocol compliance documentation identified Sepsis protocols, fall prevention protocols, pressure ulcer prevention, and other clinical protocols referenced in the record are identified and the compliance documentation is reviewed for completeness.
3
Charting Inconsistencies
  • Late entries and amendments identified by timestamp Electronic medical record metadata — including original entry timestamps and amendment timestamps — is analyzed to identify notes that were added or modified after the fact, particularly following an adverse event. Critical for fraud claims
  • Nursing notes vs. physician notes contradictions flagged Discrepancies between nursing observations and physician assessments for the same time period are surfaced — particularly where the nursing record documents a deterioration the physician note doesn't acknowledge. ProvaLens automates this
  • Discharge summary vs. clinical record discrepancies noted The discharge summary — often written after the fact — is compared against the contemporaneous clinical record to identify any retrospective recharacterization of events or outcomes.
  • Consultant notes compared against ordering physician documentation Specialist consultation notes are compared against the referring physician's documentation — identifying cases where the consultant's recommendations were not followed or not documented as considered.
4
Expert Support Preparation
  • All records cited in defense expert report cross-referenced Every record cited in the defense expert's opinion is cross-referenced against your document set — confirming you have reviewed every document the defense expert relied upon.
  • Records referenced but not produced identified References to records, studies, or prior incidents in the clinical documentation that were not included in the production are flagged — forming the basis for supplemental records requests. ProvaLens automates this
  • Billing records cross-referenced against treatment documentation Charges billed to the patient or insurer are compared against the documented clinical activity — identifying billing for services not reflected in the clinical record.
  • Prior similar incidents in facility records identified References to prior similar events, incident reports, or quality assurance activities related to the same issue are identified and indexed for use in establishing notice and pattern evidence. Pattern evidence
From the field: A 4-hour gap in nursing documentation — identified by ProvaLens in a 2,800-page hospital record — contradicted the defense expert's opinion on timing. The gap was on page 1,847. The case settled the following week.
Case Review Tracker
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