TL;DR
A psychiatric QME record review is one of the most demanding tasks in California workers' compensation: the full medical and employment history is relevant, files routinely run 1,000 to 3,000 pages across many providers, and every clinical finding in the report has to point back to its source page. ChartInsight is an AI medical-record review platform built by Gemini Legal that organizes the entire record into a structured, page-cited chronology before you open it. It extracts DSM-5 and ICD-10 diagnoses across providers, psychotropic regimens, and validated-instrument scores (PCL-5, PHQ-9, GAD-7, GAF, C-SSRS), and links every entry to its exact page in a built-in PDF viewer. It does not diagnose, opine on causation, or decide apportionment. You do. It makes sure nothing in the record is missed, and that every sentence you write is one click from its proof.
Why psychiatric record review is its own category of hard
If you do psychiatric QME psychiatric evaluation work in California, you already know this is not clinical practice. You are a forensic evaluator producing a legally defensible opinion, not a treating clinician. The record in front of you reflects that. A typical psychiatric file is larger and messier than almost any other specialty's because the question you are answering, what is industrial and what is not, makes the claimant's entire history relevant.
That means you are working through:
- Psychiatric treatment records: prior diagnoses, medication trials, hospitalizations, therapy notes.
- Records from every other specialty, because a psychiatric condition is so often the overlay on an orthopedic or internal-medicine injury.
- Employment and HR files for the causation analysis.
- Prior QME, AME, and IME reports you have to address.
- Deposition transcripts in contested cases.
These records arrive from five to ten providers, in no coherent order, spanning years. The single prior diagnosis that changes your apportionment analysis might be one line in a 2018 primary-care note. Post-traumatic stress is common in the general population, with the National Center for PTSD estimating that about 6 of every 100 people will have PTSD at some point in their lives (U.S. Department of Veterans Affairs), so a plausible non-industrial contributor is frequently somewhere in the file. Finding it is the work. Missing it is the risk.
What thorough means before it means fast
The honest pitch to a psychiatric QME is not speed. It is completeness. A report is impeachable when it misses something, not when it took two hours instead of eight. So the right question for any tool is: does it surface everything in the record, including the entry a tired eye would skip on page 1847?
ChartInsight is built around that question. It processes the entire record with no page cap, extracts every clinically relevant entry, and grounds each one in its source page before it appears in any output. The platform organizes and cites the record; it does not generate findings from model knowledge, and it does not make clinical or legal judgments. The completeness is the point. The time you get back is a consequence of not having to assemble the chronology by hand.
"Apportionment of permanent disability shall be based on causation." That single sentence from California Labor Code section 4663 (California Legislative Information) is why thoroughness, not throughput, is the only standard that matters in this work.
How ChartInsight maps to a psychiatric QME report
A psychiatric medical-legal report has a fixed anatomy. Here is where the platform does the organizing and where you do the opinion work.
Diagnosis: a chronology you can sort by provider or date
ChartInsight extracts DSM-5 and ICD-10 diagnoses from the full record and places them in a structured chronology organized by provider, date, and source page. You can sort by date to watch a diagnosis evolve, or group by provider to isolate one clinician's thread across a multi-year file. The synthesis stays yours; what changes is that the raw diagnostic history is assembled and cited instead of hand-collected.
Causation and the psychiatric overlay
Because the platform pulls the thread across every specialty, the psychiatric causation analysis stops being needle-in-a-haystack work. Prior diagnoses, hospitalizations, and pre-existing trauma are flagged separately from the current claim, so the pre-existing 2018 note and the post-injury presentation sit side by side with citations. You decide what is industrial. The record stops hiding the contributors.
Apportionment, including the Hikida exception
Section 4663 requires the reporting physician to determine what approximate percentage of the permanent disability was caused by the direct result of the injury versus other factors, and section 4664 limits the employer to the percentage directly caused by the industrial injury (California Legislative Information). The well-known exception is Hikida v. Workers' Compensation Appeals Board (2017) 12 Cal.App.5th 1249, where disability caused by the medical treatment itself is not apportioned and the employer bears the full resulting disability. ChartInsight keeps the evidence base for the apportionment opinion inline and source-linked, and relevance flags travel with the export, so the foundation for whatever determination you reach is documented rather than reconstructed from memory.
Functional assessment and validated instruments
Score trajectories matter, and they are scattered. PCL-5 (U.S. Department of Veterans Affairs), PHQ-9, GAD-7, GAF, and C-SSRS results surface in the chronology with date and source page, and MMPI-2 and PAI entries are captured the same way. Progressions across visits are structured for your analytical output. If your report uses a WHODAS 2.0 functional assessment (World Health Organization), the underlying functional documentation is organized rather than buried.
Medications across every prescriber
A psychiatric QME needs every medication the claimant was prescribed, not just the psychiatrist's. ChartInsight produces a structured view of the full regimen, including antidepressants, antipsychotics, mood stabilizers, and anxiolytics, each with name, date range, and a source-linked citation. Duplicate medication-reconciliation pages are deduplicated automatically.
Safety documentation
Suicidal-ideation documentation, severity ratings, and safety-planning notes are extracted and structured for forensic review, with severity progressions across providers available as a dedicated section. For a category of records where this content is both clinically and legally critical, having it organized and cited reduces the chance a key entry is overlooked.
Pro Tip: Before your first case, use the white-glove onboarding to set focus instructions for your review type. A QME, AME, and expert-witness file are not the same animal, and telling the platform what your output needs to foreground up front saves you re-work on every case after.
The citation grind, gone
Writing "per records at p. 847" while toggling between Word and a PDF is the most tedious, error-prone part of the job. In ChartInsight every chronology entry, every summary sentence, every vital, and every medication is one click from its source page in the built-in PDF viewer. Nothing is asserted without a citation. The original PDF is never altered; your analysis is a separate layer on top of it, and exports to DOCX or PDF preserve the citations.
Pro Tip: When opposing counsel asks the QME to identify the exact page behind a finding, the answer should never be a pause. Build the report from the cited chronology and the page number is already attached to the sentence.
What this looks like on a real file
Consider a 2,100-page psychiatric QME file: an orthopedic low-back injury with a claimed psychiatric overlay, records from a treating psychiatrist, two pain-management groups, a primary-care practice, a hospital stay, and a prior QME. Done by hand, that is the better part of a day of reading before a word of the report is written, and the live risk is that the one pre-injury depression note inside the primary-care records never gets found.
In ChartInsight the same file comes back as a cited chronology with the diagnostic history laid out by provider, the full medication regimen reconciled and deduplicated, the PCL-5 and PHQ-9 trajectories surfaced with pages, and the pre-existing depression note flagged separately from the post-injury presentation. You still make every clinical and legal call. You make them from a complete, cited record instead of a hand-built one, and the apportionment discussion has its evidence sitting next to it.
ChartInsight vs. a generic legal-AI summarizer
| Capability | ChartInsight | Generic legal-AI summarizer |
|---|---|---|
| Processing approach | Accuracy-first: no page cap, every entry extracted | Throughput-first, measured in pages per hour |
| Source grounding | Every fact anchored to its source page before output | Summaries generated from model knowledge, not pages |
| Specialty fit | Psychiatric chronology, instruments, regimens structured for the review | Generic chronology regardless of specialty |
| Citations | One click to the source page in a built-in PDF viewer | Often no page-level link |
| OCR on scans and handwriting | High-accuracy on scanned, photocopied, and handwritten notes | Accuracy degrades on scans and handwriting |
| Record integrity | Original PDF never altered; analysis is a separate layer | Duplicates may be dropped silently |
| Onboarding | White-glove configuration before your first case | Self-serve template setup |
Key takeaways
| Question | Short answer |
|---|---|
| What is the core problem? | Psychiatric QME files are huge, multi-provider, and every finding must be page-cited. |
| What does ChartInsight do? | Organizes the full record into a structured, page-cited chronology with diagnoses, medications, and instrument scores. |
| What is the headline benefit? | Thoroughness: nothing in the record is missed, and every sentence is one click from its proof. |
Book a demo
See it on a record like yours. Book a demo and we will run a psychiatric QME, AME, or expert-witness file through ChartInsight with you, show the cited chronology and instrument trajectories, and confirm current pricing. ChartInsight is built by Gemini Legal, which has spent more than 20 years and 100M+ pages inside the California workers' compensation system.
FAQ
How large a record can it handle?
There is no page cap. Most psychiatric QME files run a few hundred to a few thousand pages; the platform has processed records of 70,000+ pages across specialties. Records over the included monthly page allotment are billed per page.
Are the citations real page-level links?
Yes. Every chronology entry, summary sentence, vital, and medication links to its exact page in a built-in PDF viewer, and the citations are preserved when you export to DOCX or PDF. The original record is never altered.
Will it read scanned and handwritten psychiatric notes?
It uses high-accuracy OCR on scanned, photocopied, and handwritten records, and extracts handwritten progress notes with the same fidelity as typed text. Source grounding still applies: every extracted fact is anchored to the page it came from.
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Nicola Riker
Senior Full-Stack Engineer
Nicola is a founding engineer for ChartInsight and Senior Software Engineer at Gemini Legal. She helped build ChartInsight from scratch alongside Alex Solo, drawing on the firm's 20 years of workers' comp experience to design a tool that actually fits how attorneys and physicians work.