{
  "$schema": "https://schema.org/Dataset",
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "Psychiatry AI Scribe Benchmark 2026.07",
  "description": "Original benchmark of ten AI scribes across 25 simulated psychiatric visits per scribe. Metrics include MSE Structural Fidelity Index, Risk-Language Preservation, Time-to-First-Draft, Medication Structure Score, diarization accuracy, and privacy defaults. Produced by Compare Psychiatry Scribe editorial testing; not vendor-supplied.",
  "version": "2026.07",
  "datePublished": "2026-07-15",
  "creator": {
    "@type": "Organization",
    "name": "Compare Psychiatry Scribe",
    "url": "https://comparepsychiatryscribe.com"
  },
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "url": "https://comparepsychiatryscribe.com/research",
  "isAccessibleForFree": true,
  "keywords": [
    "AI scribe",
    "psychiatry",
    "benchmark",
    "MSE structural fidelity",
    "risk language preservation",
    "clinical documentation",
    "HIPAA",
    "medication management"
  ],
  "measurementTechnique": [
    "Two-reviewer editorial scoring against identical reference audio",
    "MSE Structural Fidelity Index (proprietary): fraction of 10 canonical MSE domains rendered as discrete labeled fields",
    "Risk-Language Preservation: % verbatim retention of a scripted suicidality/homicidality passage across the medication-management test set",
    "Time-to-First-Draft: median seconds from visit-end signal to editable draft on a 22-minute simulated visit",
    "Medication Structure Score: 0-4 scored on presence of drug name, dose+route+frequency, indication, and change rationale"
  ],
  "spatialCoverage": "United States (English-language simulated visits)",
  "temporalCoverage": "2026-06/2026-07",
  "provider": {
    "@type": "Organization",
    "name": "Compare Psychiatry Scribe"
  },
  "variableMeasured": [
    "msfi",
    "medicationStructure",
    "riskLanguagePreservation",
    "timeToFirstDraftSec",
    "psychiatryTemplateCount",
    "subprocessorTransparency",
    "audioRetentionHours",
    "modelTrainingDefault",
    "baaTier",
    "diarizationAccuracy",
    "editsPerNote",
    "severeEditsPerNote"
  ],
  "sampleSize": {
    "scribes": 10,
    "visitsPerScribe": 25,
    "totalVisits": 250,
    "visitMix": {
      "newPatientEval": 5,
      "medicationManagement": 10,
      "therapyProgress": 5,
      "riskAssessment": 3,
      "parentAttendedChildAdolescent": 2
    }
  },
  "records": [
    { "slug": "twofold", "name": "Twofold Health", "msfi": 100, "medicationStructure": 4, "riskLanguagePreservation": 97, "timeToFirstDraftSec": 42, "psychiatryTemplateCount": 9, "subprocessorTransparency": "public", "audioRetentionHours": 0, "modelTrainingDefault": "off", "baaTier": "all-tiers", "diarizationAccuracy": 92, "editsPerNote": 0.9, "severeEditsPerNote": 0.04 },
    { "slug": "freed", "name": "Freed", "msfi": 40, "medicationStructure": 3, "riskLanguagePreservation": 92, "timeToFirstDraftSec": 55, "psychiatryTemplateCount": 2, "subprocessorTransparency": "on-request", "audioRetentionHours": 0, "modelTrainingDefault": "opt-out", "baaTier": "all-tiers", "diarizationAccuracy": 78, "editsPerNote": 1.6, "severeEditsPerNote": 0.08 },
    { "slug": "nabla", "name": "Nabla Copilot", "msfi": 30, "medicationStructure": 3, "riskLanguagePreservation": 90, "timeToFirstDraftSec": 38, "psychiatryTemplateCount": 1, "subprocessorTransparency": "public", "audioRetentionHours": 0, "modelTrainingDefault": "off", "baaTier": "all-tiers", "diarizationAccuracy": 82, "editsPerNote": 1.7, "severeEditsPerNote": 0.12 },
    { "slug": "heidi", "name": "Heidi Health", "msfi": 60, "medicationStructure": 3, "riskLanguagePreservation": 91, "timeToFirstDraftSec": 48, "psychiatryTemplateCount": 3, "subprocessorTransparency": "on-request", "audioRetentionHours": 24, "modelTrainingDefault": "opt-out", "baaTier": "paid-only", "diarizationAccuracy": 80, "editsPerNote": 1.5, "severeEditsPerNote": 0.08 },
    { "slug": "suki", "name": "Suki", "msfi": 20, "medicationStructure": 2, "riskLanguagePreservation": 88, "timeToFirstDraftSec": 62, "psychiatryTemplateCount": 1, "subprocessorTransparency": "on-request", "audioRetentionHours": 168, "modelTrainingDefault": "opt-out", "baaTier": "enterprise-only", "diarizationAccuracy": 68, "editsPerNote": 2.1, "severeEditsPerNote": 0.16 },
    { "slug": "abridge", "name": "Abridge", "msfi": 30, "medicationStructure": 3, "riskLanguagePreservation": 90, "timeToFirstDraftSec": 46, "psychiatryTemplateCount": 2, "subprocessorTransparency": "on-request", "audioRetentionHours": 24, "modelTrainingDefault": "opt-out", "baaTier": "enterprise-only", "diarizationAccuracy": 74, "editsPerNote": 1.8, "severeEditsPerNote": 0.12 },
    { "slug": "deepscribe", "name": "DeepScribe", "msfi": 20, "medicationStructure": 3, "riskLanguagePreservation": 89, "timeToFirstDraftSec": 58, "psychiatryTemplateCount": 1, "subprocessorTransparency": "undisclosed", "audioRetentionHours": 168, "modelTrainingDefault": "opt-out", "baaTier": "enterprise-only", "diarizationAccuracy": 70, "editsPerNote": 2.0, "severeEditsPerNote": 0.16 },
    { "slug": "jotpsych", "name": "JotPsych", "msfi": 90, "medicationStructure": 4, "riskLanguagePreservation": 95, "timeToFirstDraftSec": 52, "psychiatryTemplateCount": 7, "subprocessorTransparency": "on-request", "audioRetentionHours": 0, "modelTrainingDefault": "off", "baaTier": "all-tiers", "diarizationAccuracy": 90, "editsPerNote": 1.1, "severeEditsPerNote": 0.04 },
    { "slug": "commure", "name": "Commure Scribe", "msfi": 20, "medicationStructure": 2, "riskLanguagePreservation": 87, "timeToFirstDraftSec": 66, "psychiatryTemplateCount": 0, "subprocessorTransparency": "undisclosed", "audioRetentionHours": 168, "modelTrainingDefault": "opt-out", "baaTier": "enterprise-only", "diarizationAccuracy": 66, "editsPerNote": 2.3, "severeEditsPerNote": 0.20 },
    { "slug": "blueprint", "name": "Blueprint", "msfi": 40, "medicationStructure": 3, "riskLanguagePreservation": 92, "timeToFirstDraftSec": 58, "psychiatryTemplateCount": 3, "subprocessorTransparency": "on-request", "audioRetentionHours": 24, "modelTrainingDefault": "opt-out", "baaTier": "paid-only", "diarizationAccuracy": 76, "editsPerNote": 1.6, "severeEditsPerNote": 0.08 }
  ],
  "visitTypeEditRates": [
    { "visitType": "Medication management follow-up (18-22 min)", "meanEditsPerNote": 1.2, "meanSevereEditsPerNote": 0.07 },
    { "visitType": "New-patient psychiatric evaluation (55-60 min)", "meanEditsPerNote": 2.4, "meanSevereEditsPerNote": 0.12 },
    { "visitType": "Therapy-adjacent progress note (45 min)", "meanEditsPerNote": 1.7, "meanSevereEditsPerNote": 0.06 },
    { "visitType": "Risk-assessment escalation (30 min)", "meanEditsPerNote": 1.9, "meanSevereEditsPerNote": 0.18 },
    { "visitType": "Parent-attended child/adolescent visit (45 min)", "meanEditsPerNote": 2.1, "meanSevereEditsPerNote": 0.10 }
  ],
  "citation": "Compare Psychiatry Scribe (2026). Psychiatry AI Scribe Benchmark 2026.07. https://comparepsychiatryscribe.com/research"
}