CLARIS
Clinical Investigation Workstation
DR

HCC_015

Structured Case ReportReview Required

Clinician-review summary generated from structured patient case state, mask-derived imaging artifacts, controlled evidence retrieval, and validation checks.

run BACKEND_HCC_015 · Generated from checkpoint artifacts · dataset HCC-TACE-Seg
Evidence
7
Supported claims
6
Missing info
14
Conflicts
1

Prototype decision-support report for research review only. It is not a diagnosis, treatment recommendation, clinical validation, safety claim, or regulatory product.

Case identification
§1
Patient IDHCC_015
Study UID1.3.6.1.4.1.14519.5.2.1.1706.8...
DatasetHCC-TACE-Seg
Run completedCheckpoint 9
HCC_015 CT preview
Findings
§2
Current imaging measurementsAvailable
Lesion count1
Largest lesion volume62.3191 cm3
Approximate diameter55.117 mm
AFP (latest)3.6 ng/mL
Treatment contextTACE observed

Measurements require clinical review. Bounding-box diameter is not a validated RECIST measurement.

Assessment
§3
  • CLARIS completed a case investigation for HCC_015 with status completed_with_review_flags.
  • AFP is available as an observed source value: 3.6 ng/mL. Structured clinical context is available from the normalized PatientCase with 52 observed clinical records. Liver-function assessment is incomplete because required clinical fields are unavailable: bilirubin, albumin, INR, platelets, complete_liver_function_panel.
  • Current mask-derived imaging measurements are available: lesion count 1, largest lesion volume 62.3191 cm3, approximate bounding-box diameter 55.117 mm.
  • Treatment context is available from source records. TACE treatment context is observed. Source response observations are available and preserved as source fields; CLARIS has not recalculated formal response criteria. Formal longitudinal treatment response cannot be established by CLARIS because previous/current compatible imaging measurements are unavailable.
Completed With Review Required.

CLARIS synthesized structured case investigation and controlled evidence. Treatment context is available. Current mask-derived imaging measurements are available for review. AFP is available as contextual clinical data. Longitudinal treatment-response assessment remains insufficient because compatible previous/current measurements are unavailable. Clinical interpretation is limited by unavailable liver-function data. Structured conflicts or provenance gaps require clinician review. Decision status: completed_with_review_required.

Timeline
§4
1998-11-01
current
Current Imaging
1.3.6.1.4.1.14519.5.2.1.1706.8374.201449857911746588486955464482
Status: observed
1999-03-21
study
Previous Imaging
1.3.6.1.4.1.14519.5.2.1.1706.8374.179303112206650694059322638037
Status: observed
Undated
followup
Clinical Observation
AFP
Status: observed
Undated
followup
Follow Up
Interval_BL
Status: observed
Undated
followup
Follow Up
Interval_FU
Status: observed
Undated
followup
Follow Up
TTP
Status: observed
Limitations
§5
  • Checkpoint 7 orchestrates available CLARIS capabilities; it does not synthesize a final clinical recommendation.
  • Routing is deterministic for auditability and will be compared with LLM-assisted routing later.
  • Checkpoint 8 retrieves only from the controlled CLARIS evidence corpus.
  • Evidence records are curated source notes with provenance, not full redistributed guideline documents.
  • The Evidence Investigation Agent does not generate treatment recommendations.
  • Evidence support means relevant controlled-corpus support was found; it is not clinical validation.
  • The current HCC-TACE-Seg metadata does not include raw lab reports.
  • TotalSegmentator output is treated as candidate imaging evidence, not a clinical diagnosis.
Missing information (14)
§6
Document
  • raw_lab_reportnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • raw_radiology_reportnot present in HCC-TACE-Seg metadata/clinical spreadsheet
Imaging
  • previous_current_imaging_comparisonPrevious imaging measurements are unavailable.
  • previous_compatible_imaging_measurementsPrevious study compatible mask-derived measurements are unavailable.
  • quantitative_previous_current_comparisonPrevious imaging measurements are unavailable.
Laboratory
  • ALTnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • ASTnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • bilirubinnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • albuminnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • INRnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • plateletsnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • complete_liver_function_panelnot present in HCC-TACE-Seg metadata/clinical spreadsheet
  • AFP_trendAFP trend cannot be calculated from a single source value.
Performance Status
  • ECOG_explicit_sourcenot present in HCC-TACE-Seg metadata/clinical spreadsheet
Evidence basis
§7
  • EASL Clinical Practice Guidelines: Management of hepatocellular carcinoma (European Association for the Study of the Liver, 2018)post_tace_interpretation_requires_follow_up_contexteasl_hcc_guideline_2018_tace
  • AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma (American Association for the Study of Liver Diseases, 2023)afp_is_context_not_standalone_responseaasld_hcc_guidance_2023_biomarkers
  • AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma (American Association for the Study of Liver Diseases, 2023)liver_function_missing_limits_contextaasld_hcc_guidance_2023_multidisciplinary
  • CLARIS curated response-criteria limitation note (CLARIS, 2026)formal_treatment_response_not_calculatedrecist_mrecist_limitation_note
  • ACR LI-RADS Treatment Response Assessment (American College of Radiology, 2024)formal_treatment_response_not_calculatedacr_lirads_treatment_response_overview
  • CLARIS curated mask-measurement boundary note (CLARIS, 2026)mask_measurements_require_reviewclaris_mask_measurement_boundary_note
  • CLARIS curated longitudinal sufficiency note (CLARIS, 2026)previous_measurements_missing_limits_longitudinal_comparisonclaris_missing_previous_measurement_note
Claim provenance
§8
  • CLARIS completed a case investigation for HCC_015 with status completed_with_review_flags.SUPPORTED
  • AFP is available as an observed source value: 3.6 ng/mL.SUPPORTED
  • Structured clinical context is available from the normalized PatientCase with 52 observed clinical records.REVIEW
  • Current mask-derived imaging measurements are available: lesion count 1, largest lesion volume 62.3191 cm3, approximate bounding-box diameter 55.117 mm.REVIEW
  • Treatment context is available from source records. TACE treatment context is observed.SUPPORTED
  • Source response observations are available and preserved as source fields; CLARIS has not recalculated formal response criteria.REVIEW
  • Formal longitudinal treatment response cannot be established by CLARIS because previous/current compatible imaging measurements are unavailable.INSUFFICIENT
  • Source response fields are present, but CLARIS comparison is insufficient; this creates a review-required provenance gap.REVIEW
  • Controlled-corpus evidence was retrieved for the case-specific questions with 7 unique sources.REVIEW
  • Relevant controlled-corpus evidence was found for post-TACE HCC interpretation context.SUPPORTED
  • Controlled-corpus evidence supports the boundary that formal response criteria were not recalculated by CLARIS.SUPPORTED
  • Controlled-corpus evidence supports treating AFP as contextual information rather than standalone response assessment.SUPPORTED
  • Liver-function assessment is incomplete because required clinical fields are unavailable: bilirubin, albumin, INR, platelets, complete_liver_function_panel.INSUFFICIENT
  • AFP trend is unavailable; only single-value AFP context is present.INSUFFICIENT
  • Source response fields exist, but CLARIS did not complete its own previous/current quantitative imaging comparison.REVIEW
Review flags and conflicts
§9
  • reviewSource response fields exist, but CLARIS did not complete its own previous/current quantitative imaging comparison.Review Required · Provenance
  • reviewSource response fields are available, but CLARIS has not completed a compatible previous/current imaging comparison.Unresolved · Provenance Gap

Prototype output. Not for clinical use. All values are drawn from generated CLARIS checkpoint artifacts or committed demo preview assets.