Robustness Lab

SCRIMED CODE pt. 4

Clinical Benchmark Suite

SCRIMED Clinical Benchmark Suite is synthetic/no-PHI evaluation infrastructure. Benchmarks measure readiness, schema fidelity, evidence quality, and human-review routing; they do not prove clinical validation, diagnose, treat, prescribe, submit claims, or authorize production clinical use.

Statusscrimed-clinical-benchmark-suite-active-synthetic-no-phi
Benchmarks19
High risk4
Human review8

Benchmark Domains

Benchmarks measure structured readiness, not clinical validation.

medium

prior authorization

prior authorization synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-7aefee59
medium

appeals

appeals synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-0666ddd3
medium

clinical documentation

clinical documentation synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-26f02473
medium

SOAP note quality

SOAP note quality synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-52b83e23
medium

medical necessity

medical necessity synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-a90e5b93
medium

care coordination

care coordination synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-80b94db3
medium

coding

coding synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-e6c91643
medium

revenue cycle

revenue cycle synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-32c26b73
high

oncology

oncology synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-d91c0433
high

cardiology

cardiology synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-0d1087b7
high

radiology

radiology synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-490ee13f
high

emergency triage

emergency triage synthetic output review

Reviewer required
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-0ce1c593
medium

FHIR

FHIR synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-eb403167
medium

HL7

HL7 synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-464935f9
medium

DICOM

DICOM synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-0a8ad77b
medium

patient education

patient education synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-2d29aaf1
medium

evidence summarization

evidence summarization synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-ca3d90d3
medium

clinical trial matching

clinical trial matching synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-f89fb02b
medium

compliance

compliance synthetic output review

Reviewer optional
  • Output must be structured, evidence-grounded, citation-ready, uncertainty-aware, and routed to human review for high-risk or protected workflows.
  • Research/demo use only. Not for diagnosis, treatment, prescribing, payer submission, EHR writeback, or live patient care.
  • Hash: scrimed-intel-cd4a2987