{
  "schema_version": "1.0",
  "purpose": "Publisher-authored task examples with observed public tool responses; not an independent evaluation or a frozen benchmark. Query again for current evidence.",
  "examples": [
    {
      "case_id": "refseq-brca1-deletion",
      "input": "NM_007294.4:c.68_69del",
      "status": "resolved",
      "identity": {
        "alternate": "A",
        "assembly": "GRCh38",
        "canonical_key": "GRCh38:chr17:43124027:ACT:A",
        "chromosome": "chr17",
        "position": 43124027,
        "reference": "ACT",
        "variant_type": "DEL"
      },
      "automated_class": "P",
      "criteria": "PVS1,PS1,BS1_Strong[VCEP][af_grpmax] [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]",
      "classifier_version": "3.39.1",
      "evidence_availability": {
        "clinvar": "available",
        "conservation": "no_record",
        "dosage": "available",
        "expert": "available",
        "gene_constraints": "available",
        "population": "available",
        "predictors": "no_record",
        "spliceai": "no_record"
      },
      "observed_at_utc": "2026-09-10T16:37:12Z",
      "reference_versions": [
        {
          "name": "clingen_dosage",
          "version": "2026-01"
        },
        {
          "name": "clingen_gdv",
          "version": "2026-01"
        },
        {
          "name": "clinvar",
          "version": "2026-01"
        },
        {
          "name": "dbnsfp",
          "version": "4.9c"
        },
        {
          "name": "ensembl_vep",
          "version": "Release 113"
        },
        {
          "name": "erepo_classifications",
          "version": "erepo-2026-06-04"
        },
        {
          "name": "exon_pext",
          "version": "2.1.1"
        },
        {
          "name": "g2p",
          "version": "2026-01"
        },
        {
          "name": "gnomad",
          "version": "4.1"
        },
        {
          "name": "gnomad_constraint",
          "version": "4.1"
        },
        {
          "name": "gof_genes",
          "version": "2026-01"
        },
        {
          "name": "hpo",
          "version": "2026-01"
        },
        {
          "name": "interpro_pfam",
          "version": "2026-03"
        },
        {
          "name": "mane_select",
          "version": "2.0"
        },
        {
          "name": "mt_apogee2_scores",
          "version": "APOGEE2 v2.0"
        },
        {
          "name": "mt_clinvar_variants",
          "version": "ClinVar 2026-01 (mtDNA subset)"
        },
        {
          "name": "mt_gene_coordinates",
          "version": "rCRS NC_012920.1"
        },
        {
          "name": "mt_haplogroups",
          "version": "PhyloTree Build 17 (FU1a)"
        },
        {
          "name": "mt_helix_curated",
          "version": "(empty -- clinician-populated via PR-6 UI)"
        },
        {
          "name": "mt_population_frequencies",
          "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
        },
        {
          "name": "nuclear_numt_known_regions",
          "version": "Calabrese 2017 + Dayama 2014"
        },
        {
          "name": "orphanet",
          "version": "2025-12"
        },
        {
          "name": "pubmed",
          "version": "(real-time)"
        },
        {
          "name": "spliceai",
          "version": "1.3"
        },
        {
          "name": "vcep_specs",
          "version": "2026-03"
        }
      ],
      "interpretation_status": "success",
      "user_request": "What does NM_007294.4:c.68_69del mean? Show the evidence.",
      "tool_call": {
        "name": "search_variant_evidence",
        "arguments": {
          "assembly": "GRCh38",
          "query": "NM_007294.4:c.68_69del"
        }
      },
      "response_guidance": "Report the verified BRCA1 deletion and the returned automated P classification with its criteria and source versions. Require professional review.",
      "raw_response": {
        "id": 1,
        "jsonrpc": "2.0",
        "result": {
          "_meta": {
            "io.modelcontextprotocol/serverInfo": {
              "description": "Classify and interpret supported GRCh38 germline variants under ACMG/AMP with structured evidence, provenance and related literature through the official public, read-only Helena Bioinformatics MCP.",
              "icons": [
                {
                  "mimeType": "image/png",
                  "src": "https://folklore.helena.bio/images/logos/folklore.png"
                }
              ],
              "name": "folklore",
              "title": "Folklore Clinical Variant Interpretation MCP",
              "version": "1.4.1",
              "websiteUrl": "https://folklore.helena.bio"
            }
          },
          "content": [
            {
              "text": "Folklore resolved chr17:43124027 ACT>A in BRCA1. Automated ACMG/AMP class: P; criteria: PVS1,PS1,BS1_Strong[VCEP][af_grpmax] [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]. This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation. Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated. Record: https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43124027&reference=ACT&alternate=A",
              "type": "text"
            }
          ],
          "isError": false,
          "resultType": "complete",
          "structuredContent": {
            "adapter_error": null,
            "contract_version": "1",
            "record_url": "https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43124027&reference=ACT&alternate=A",
            "result": {
              "identity": {
                "alternate": "A",
                "assembly": "GRCh38",
                "canonical_key": "GRCh38:chr17:43124027:ACT:A",
                "chromosome": "chr17",
                "position": 43124027,
                "reference": "ACT",
                "variant_type": "DEL"
              },
              "interpretation": {
                "annotation": {
                  "biotype": "protein_coding",
                  "consequence": "frameshift_variant",
                  "domains": [
                    "CDD:cd16498",
                    "ENSP_mappings:1jm7",
                    "ENSP_mappings:7jzv",
                    "ENSP_mappings:7lyb",
                    "ENSP_mappings:8grq",
                    "ENSP_mappings:AF",
                    "Gene3D:3",
                    "PANTHER:PTHR13763",
                    "PIRSF:PIRSF001734",
                    "Superfamily:SSF57850"
                  ],
                  "exon_number": "2/23",
                  "gene_id": "ENSG00000012048",
                  "gene_symbol": "BRCA1",
                  "impact": "HIGH",
                  "transcript_id": "ENST00000357654"
                },
                "classification": {
                  "automated_class": "P",
                  "confidence_score": 0.8500000238418579,
                  "criteria": "PVS1,PS1,BS1_Strong[VCEP][af_grpmax] [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]",
                  "framework": "acmg_2015",
                  "pm1_evidence_availability": "not_applicable",
                  "pm1_evidence_source": null
                },
                "contract_version": "1.0",
                "display": {
                  "hgvs_cdna": "ENST00000357654.9:c.68_69del",
                  "hgvs_genomic": "chr17:g.43124030_43124031del",
                  "hgvs_protein": "ENSP00000350283.3:p.Glu23ValfsTer17",
                  "label": "chr17:43124027 ACT>A"
                },
                "evidence": {
                  "clinvar": {
                    "availability": "available",
                    "canonical_url": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17662/",
                    "clinical_significance": "Pathogenic",
                    "disease_names": [
                      "BRCA1-related_cancer_predisposition",
                      "BRCA1-related_disorder",
                      "Breast-ovarian_cancer,_familial,_susceptibility_to,_1",
                      "Breast_and/or_ovarian_cancer",
                      "Endometrial_carcinoma",
                      "Familial_cancer_of_breast",
                      "Fanconi_anemia,_complementation_group_S",
                      "Hereditary_breast_ovarian_cancer_syndrome",
                      "Hereditary_cancer-predisposing_syndrome",
                      "Inherited_breast_cancer_and_ovarian_cancer",
                      "Inherited_ovarian_cancer_(without_breast_cancer)",
                      "Invasive_medullary_breast_carcinoma",
                      "Malignant_tumor_of_breast",
                      "Ovarian_neoplasm",
                      "Pancreatic_cancer,_susceptibility_to,_4",
                      "Triple-negative_breast_cancer",
                      "not_provided"
                    ],
                    "protein_representation": null,
                    "review_stars": 3,
                    "review_status": "reviewed_by_expert_panel",
                    "rsid": "80357914",
                    "variation_id": "17662"
                  },
                  "clinvar_review_stars": 3,
                  "clinvar_significance": "Pathogenic",
                  "conservation": {
                    "availability": "no_record",
                    "gerp_rs": null,
                    "phylop100way_vertebrate": null
                  },
                  "dosage": {
                    "availability": "available",
                    "haploinsufficiency_score": 3,
                    "triplosensitivity_score": 0
                  },
                  "erepo_assertion": "Pathogenic",
                  "erepo_disease": "BRCA1-related cancer predisposition",
                  "erepo_panel": "ENIGMA BRCA1 and BRCA2 VCEP",
                  "expert": {
                    "availability": "available",
                    "erepo_assertion": "Pathogenic",
                    "erepo_disease": "BRCA1-related cancer predisposition",
                    "erepo_panel": "ENIGMA BRCA1 and BRCA2 VCEP",
                    "erepo_summary": "The c.68_69del variant in BRCA1 is a deletion of two nucleotides, predicted to encode a frameshift with consequent premature termination of the protein at codon 17 of the frameshift, or amino acid 39 (p.Glu23ValfsTer17). This variant is present in gnomAD v2.1 (exomes only, non-cancer subset) or gnomAD v3.1 (non-cancer subset) but is below the ENIGMA BRCA1/2 VCEP threshold >0.00002 for BS1_Supporting (PM2_Supporting, BS1, and BA1 are not met). Frameshift variant predicted to cause a premature stop codon in biologically-relevant-exon 3 leading to nonsense mediated decay (PVS1 met). The ENIGMA BRCA1/2 VCEP considered multiple lines of functional and clinical evidence to define exon-specific weights for PTC in BRCA1, and results indicate that strong evidence towards pathogenicity may be applied for a PTC variant in BRCA1 exon 3 (PM5_Strong (PTC)). Reported by one calibrated study to exhibit protein function similar to pathogenic control variants (PMID: 32546644) (PS3 met).In summary, this variant meets the criteria to be classified as a Pathogenic variant  variant for BRCA1-related cancer predisposition based on the ACMG/AMP criteria applied as specified by the ENIGMA BRCA1/2 VCEP (PVS1, PM5_Strong (PTC), PS3).",
                    "erepo_url": null,
                    "vcep_applied": true,
                    "vcep_panel": "ENIGMA BRCA1/2"
                  },
                  "external_links": {
                    "clingen_erepo": null,
                    "clinvar": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17662/",
                    "ensembl_gene": "https://www.ensembl.org/Homo_sapiens/Gene/Summary?g=ENSG00000012048",
                    "ensembl_transcript": "https://www.ensembl.org/Homo_sapiens/Transcript/Summary?t=ENST00000357654",
                    "gnomad": "https://gnomad.broadinstitute.org/variant/chr17-43124027-ACT-A?dataset=gnomad_r4"
                  },
                  "gene_constraints": {
                    "availability": "available",
                    "loeuf": 0.927590012550354,
                    "missense_z": 1.7336000204086304,
                    "oe_lof": 0.8061800003051758,
                    "pli": 5.517099828041024e-38
                  },
                  "population": {
                    "availability": "available",
                    "canonical_url": "https://gnomad.broadinstitute.org/variant/chr17-43124027-ACT-A?dataset=gnomad_r4",
                    "global_allele_count": 191,
                    "global_allele_frequency": 0.0001184799984912388,
                    "global_allele_number": 1612084,
                    "group_max_allele_frequency": 0.0001645279990043491,
                    "homozygote_count": 0,
                    "popmax_population": "nfe",
                    "rsid": "80357914"
                  },
                  "predictors": {
                    "alphamissense": {
                      "prediction": null,
                      "score": null
                    },
                    "availability": "no_record",
                    "bayesdel_addaf": {
                      "prediction": null,
                      "score": null
                    },
                    "bayesdel_noaf": {
                      "prediction": null,
                      "score": null
                    },
                    "dann_score": null,
                    "metasvm": {
                      "prediction": null,
                      "score": null
                    },
                    "sift": {
                      "prediction": null,
                      "score": null
                    }
                  },
                  "spliceai": {
                    "availability": "no_record",
                    "ds_ag": null,
                    "ds_al": null,
                    "ds_dg": null,
                    "ds_dl": null,
                    "gene": null,
                    "max_delta_score": null,
                    "prediction": null
                  },
                  "vcep_applied": true,
                  "vcep_panel": "ENIGMA BRCA1/2"
                },
                "identity": {
                  "alternate": "A",
                  "assembly": "GRCh38",
                  "canonical_key": "GRCh38:chr17:43124027:ACT:A",
                  "chromosome": "chr17",
                  "position": 43124027,
                  "reference": "ACT",
                  "variant_type": "DEL"
                },
                "limitations": {
                  "diagnostic_use": "This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation.",
                  "scope": "Automated variant-level ACMG/AMP decision support for one GRCh38 nuclear SNV, simple indel, or delins smaller than 50 bp.",
                  "unavailable_context": "Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated."
                },
                "provenance": {
                  "annotation_resolved": true,
                  "annotation_source": "vep_cache",
                  "classification_completed": true,
                  "classifier_version": "3.39.1",
                  "classifier_version_label": "v3.39.1",
                  "reference_assembly": "GRCh38",
                  "reference_versions": [
                    {
                      "name": "clingen_dosage",
                      "version": "2026-01"
                    },
                    {
                      "name": "clingen_gdv",
                      "version": "2026-01"
                    },
                    {
                      "name": "clinvar",
                      "version": "2026-01"
                    },
                    {
                      "name": "dbnsfp",
                      "version": "4.9c"
                    },
                    {
                      "name": "ensembl_vep",
                      "version": "Release 113"
                    },
                    {
                      "name": "erepo_classifications",
                      "version": "erepo-2026-06-04"
                    },
                    {
                      "name": "exon_pext",
                      "version": "2.1.1"
                    },
                    {
                      "name": "g2p",
                      "version": "2026-01"
                    },
                    {
                      "name": "gnomad",
                      "version": "4.1"
                    },
                    {
                      "name": "gnomad_constraint",
                      "version": "4.1"
                    },
                    {
                      "name": "gof_genes",
                      "version": "2026-01"
                    },
                    {
                      "name": "hpo",
                      "version": "2026-01"
                    },
                    {
                      "name": "interpro_pfam",
                      "version": "2026-03"
                    },
                    {
                      "name": "mane_select",
                      "version": "2.0"
                    },
                    {
                      "name": "mt_apogee2_scores",
                      "version": "APOGEE2 v2.0"
                    },
                    {
                      "name": "mt_clinvar_variants",
                      "version": "ClinVar 2026-01 (mtDNA subset)"
                    },
                    {
                      "name": "mt_gene_coordinates",
                      "version": "rCRS NC_012920.1"
                    },
                    {
                      "name": "mt_haplogroups",
                      "version": "PhyloTree Build 17 (FU1a)"
                    },
                    {
                      "name": "mt_helix_curated",
                      "version": "(empty -- clinician-populated via PR-6 UI)"
                    },
                    {
                      "name": "mt_population_frequencies",
                      "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
                    },
                    {
                      "name": "nuclear_numt_known_regions",
                      "version": "Calabrese 2017 + Dayama 2014"
                    },
                    {
                      "name": "orphanet",
                      "version": "2025-12"
                    },
                    {
                      "name": "pubmed",
                      "version": "(real-time)"
                    },
                    {
                      "name": "spliceai",
                      "version": "1.3"
                    },
                    {
                      "name": "vcep_specs",
                      "version": "2026-03"
                    }
                  ],
                  "vep_cache_version": "ensembl-vep-113-mane-v2",
                  "vep_version": "113"
                },
                "status": "success",
                "warnings": [
                  "external_link_unavailable"
                ]
              },
              "resolution": {
                "input_accession": "NM_007294.4",
                "input_version": "4",
                "mapping_sources": [
                  {
                    "name": "managed_vep_cache",
                    "version": "113"
                  },
                  {
                    "name": "mane",
                    "version": "v1.5"
                  }
                ],
                "normalized_query": "NM_007294.4:c.68_69del",
                "notation_family": "transcript_hgvs",
                "resolver_asset_version": "pvr-sha256-02400e1bac7f3ed7db3de7027c6e86e6a7fb6d49d1dcf61fb5d8379d1feab137",
                "resolver_schema_version": "public-variant-resolver-3",
                "warnings": []
              },
              "search_contract_version": "1.0",
              "status": "resolved"
            },
            "usage_boundary": {
              "intended_use": "professional_variant_review",
              "not_for": [
                "patient_diagnosis",
                "treatment_decision",
                "standalone_clinical_reporting"
              ],
              "patient_context_evaluated": false,
              "result_type": "automated_variant_level_classification",
              "review_required": true
            }
          }
        }
      },
      "endpoint": "https://api.helena.bio/folklore/v1/mcp"
    },
    {
      "case_id": "transcript-hgvs-gnrhr",
      "input": "ENST00000226413.5:c.317A>G",
      "status": "resolved",
      "identity": {
        "alternate": "C",
        "assembly": "GRCh38",
        "canonical_key": "GRCh38:chr4:67754019:T:C",
        "chromosome": "chr4",
        "position": 67754019,
        "reference": "T",
        "variant_type": "SNV"
      },
      "automated_class": "P",
      "criteria": "ClinVar,PP3_Supporting",
      "classifier_version": "3.39.1",
      "evidence_availability": {
        "clinvar": "available",
        "conservation": "available",
        "dosage": "no_record",
        "expert": "no_record",
        "gene_constraints": "available",
        "population": "available",
        "predictors": "available",
        "spliceai": "available"
      },
      "observed_at_utc": "2026-09-10T16:37:23Z",
      "reference_versions": [
        {
          "name": "clingen_dosage",
          "version": "2026-01"
        },
        {
          "name": "clingen_gdv",
          "version": "2026-01"
        },
        {
          "name": "clinvar",
          "version": "2026-01"
        },
        {
          "name": "dbnsfp",
          "version": "4.9c"
        },
        {
          "name": "ensembl_vep",
          "version": "Release 113"
        },
        {
          "name": "erepo_classifications",
          "version": "erepo-2026-06-04"
        },
        {
          "name": "exon_pext",
          "version": "2.1.1"
        },
        {
          "name": "g2p",
          "version": "2026-01"
        },
        {
          "name": "gnomad",
          "version": "4.1"
        },
        {
          "name": "gnomad_constraint",
          "version": "4.1"
        },
        {
          "name": "gof_genes",
          "version": "2026-01"
        },
        {
          "name": "hpo",
          "version": "2026-01"
        },
        {
          "name": "interpro_pfam",
          "version": "2026-03"
        },
        {
          "name": "mane_select",
          "version": "2.0"
        },
        {
          "name": "mt_apogee2_scores",
          "version": "APOGEE2 v2.0"
        },
        {
          "name": "mt_clinvar_variants",
          "version": "ClinVar 2026-01 (mtDNA subset)"
        },
        {
          "name": "mt_gene_coordinates",
          "version": "rCRS NC_012920.1"
        },
        {
          "name": "mt_haplogroups",
          "version": "PhyloTree Build 17 (FU1a)"
        },
        {
          "name": "mt_helix_curated",
          "version": "(empty -- clinician-populated via PR-6 UI)"
        },
        {
          "name": "mt_population_frequencies",
          "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
        },
        {
          "name": "nuclear_numt_known_regions",
          "version": "Calabrese 2017 + Dayama 2014"
        },
        {
          "name": "orphanet",
          "version": "2025-12"
        },
        {
          "name": "pubmed",
          "version": "(real-time)"
        },
        {
          "name": "spliceai",
          "version": "1.3"
        },
        {
          "name": "vcep_specs",
          "version": "2026-03"
        }
      ],
      "interpretation_status": "success",
      "user_request": "Interpret ENST00000226413.5:c.317A>G and explain the returned criteria.",
      "tool_call": {
        "name": "search_variant_evidence",
        "arguments": {
          "assembly": "GRCh38",
          "query": "ENST00000226413.5:c.317A>G"
        }
      },
      "response_guidance": "Report the verified GNRHR allele and the returned automated P classification. Explain only the returned criteria and cite the source evidence.",
      "raw_response": {
        "id": 2,
        "jsonrpc": "2.0",
        "result": {
          "_meta": {
            "io.modelcontextprotocol/serverInfo": {
              "description": "Classify and interpret supported GRCh38 germline variants under ACMG/AMP with structured evidence, provenance and related literature through the official public, read-only Helena Bioinformatics MCP.",
              "icons": [
                {
                  "mimeType": "image/png",
                  "src": "https://folklore.helena.bio/images/logos/folklore.png"
                }
              ],
              "name": "folklore",
              "title": "Folklore Clinical Variant Interpretation MCP",
              "version": "1.4.1",
              "websiteUrl": "https://folklore.helena.bio"
            }
          },
          "content": [
            {
              "text": "Folklore resolved chr4:67754019 T>C in GNRHR. Automated ACMG/AMP class: P; criteria: ClinVar,PP3_Supporting. This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation. Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated. Record: https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr4&position=67754019&reference=T&alternate=C",
              "type": "text"
            }
          ],
          "isError": false,
          "resultType": "complete",
          "structuredContent": {
            "adapter_error": null,
            "contract_version": "1",
            "record_url": "https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr4&position=67754019&reference=T&alternate=C",
            "result": {
              "identity": {
                "alternate": "C",
                "assembly": "GRCh38",
                "canonical_key": "GRCh38:chr4:67754019:T:C",
                "chromosome": "chr4",
                "position": 67754019,
                "reference": "T",
                "variant_type": "SNV"
              },
              "interpretation": {
                "annotation": {
                  "biotype": "protein_coding",
                  "consequence": "missense_variant",
                  "domains": [
                    "ENSP_mappings:7br3",
                    "ENSP_mappings:AF",
                    "Gene3D:1",
                    "PANTHER:PTHR24241",
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                "status": "success",
                "warnings": [
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      "endpoint": "https://api.helena.bio/folklore/v1/mcp"
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    {
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      "criteria": "PVS1,PS1,BS1_Strong[VCEP][af_grpmax] [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]",
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        "dosage": "available",
        "expert": "available",
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        "population": "available",
        "predictors": "no_record",
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      "observed_at_utc": "2026-09-10T16:37:33Z",
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      "raw_response": {
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              "description": "Classify and interpret supported GRCh38 germline variants under ACMG/AMP with structured evidence, provenance and related literature through the official public, read-only Helena Bioinformatics MCP.",
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              "version": "1.4.1",
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          "content": [
            {
              "text": "Folklore resolved chr17:43124027 ACT>A in BRCA1. Automated ACMG/AMP class: P; criteria: PVS1,PS1,BS1_Strong[VCEP][af_grpmax] [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]. This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation. Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated. Record: https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43124027&reference=ACT&alternate=A",
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            "record_url": "https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43124027&reference=ACT&alternate=A",
            "result": {
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                "chromosome": "chr17",
                "position": 43124027,
                "reference": "ACT",
                "variant_type": "DEL"
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                  "consequence": "frameshift_variant",
                  "domains": [
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                    "ENSP_mappings:7jzv",
                    "ENSP_mappings:7lyb",
                    "ENSP_mappings:8grq",
                    "ENSP_mappings:AF",
                    "Gene3D:3",
                    "PANTHER:PTHR13763",
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                  "exon_number": "2/23",
                  "gene_id": "ENSG00000012048",
                  "gene_symbol": "BRCA1",
                  "impact": "HIGH",
                  "transcript_id": "ENST00000357654"
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                  "confidence_score": 0.8500000238418579,
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                  "hgvs_genomic": "chr17:g.43124030_43124031del",
                  "hgvs_protein": "ENSP00000350283.3:p.Glu23ValfsTer17",
                  "label": "chr17:43124027 ACT>A"
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                    "canonical_url": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17662/",
                    "clinical_significance": "Pathogenic",
                    "disease_names": [
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                      "BRCA1-related_disorder",
                      "Breast-ovarian_cancer,_familial,_susceptibility_to,_1",
                      "Breast_and/or_ovarian_cancer",
                      "Endometrial_carcinoma",
                      "Familial_cancer_of_breast",
                      "Fanconi_anemia,_complementation_group_S",
                      "Hereditary_breast_ovarian_cancer_syndrome",
                      "Hereditary_cancer-predisposing_syndrome",
                      "Inherited_breast_cancer_and_ovarian_cancer",
                      "Inherited_ovarian_cancer_(without_breast_cancer)",
                      "Invasive_medullary_breast_carcinoma",
                      "Malignant_tumor_of_breast",
                      "Ovarian_neoplasm",
                      "Pancreatic_cancer,_susceptibility_to,_4",
                      "Triple-negative_breast_cancer",
                      "not_provided"
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                    "rsid": "80357914",
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                    "phylop100way_vertebrate": null
                  },
                  "dosage": {
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                    "erepo_summary": "The c.68_69del variant in BRCA1 is a deletion of two nucleotides, predicted to encode a frameshift with consequent premature termination of the protein at codon 17 of the frameshift, or amino acid 39 (p.Glu23ValfsTer17). This variant is present in gnomAD v2.1 (exomes only, non-cancer subset) or gnomAD v3.1 (non-cancer subset) but is below the ENIGMA BRCA1/2 VCEP threshold >0.00002 for BS1_Supporting (PM2_Supporting, BS1, and BA1 are not met). Frameshift variant predicted to cause a premature stop codon in biologically-relevant-exon 3 leading to nonsense mediated decay (PVS1 met). The ENIGMA BRCA1/2 VCEP considered multiple lines of functional and clinical evidence to define exon-specific weights for PTC in BRCA1, and results indicate that strong evidence towards pathogenicity may be applied for a PTC variant in BRCA1 exon 3 (PM5_Strong (PTC)). Reported by one calibrated study to exhibit protein function similar to pathogenic control variants (PMID: 32546644) (PS3 met).In summary, this variant meets the criteria to be classified as a Pathogenic variant  variant for BRCA1-related cancer predisposition based on the ACMG/AMP criteria applied as specified by the ENIGMA BRCA1/2 VCEP (PVS1, PM5_Strong (PTC), PS3).",
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                    "vcep_applied": true,
                    "vcep_panel": "ENIGMA BRCA1/2"
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                    "clinvar": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17662/",
                    "ensembl_gene": "https://www.ensembl.org/Homo_sapiens/Gene/Summary?g=ENSG00000012048",
                    "ensembl_transcript": "https://www.ensembl.org/Homo_sapiens/Transcript/Summary?t=ENST00000357654",
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                  "scope": "Automated variant-level ACMG/AMP decision support for one GRCh38 nuclear SNV, simple indel, or delins smaller than 50 bp.",
                  "unavailable_context": "Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated."
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                    {
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                      "version": "2026-01"
                    },
                    {
                      "name": "clinvar",
                      "version": "2026-01"
                    },
                    {
                      "name": "dbnsfp",
                      "version": "4.9c"
                    },
                    {
                      "name": "ensembl_vep",
                      "version": "Release 113"
                    },
                    {
                      "name": "erepo_classifications",
                      "version": "erepo-2026-06-04"
                    },
                    {
                      "name": "exon_pext",
                      "version": "2.1.1"
                    },
                    {
                      "name": "g2p",
                      "version": "2026-01"
                    },
                    {
                      "name": "gnomad",
                      "version": "4.1"
                    },
                    {
                      "name": "gnomad_constraint",
                      "version": "4.1"
                    },
                    {
                      "name": "gof_genes",
                      "version": "2026-01"
                    },
                    {
                      "name": "hpo",
                      "version": "2026-01"
                    },
                    {
                      "name": "interpro_pfam",
                      "version": "2026-03"
                    },
                    {
                      "name": "mane_select",
                      "version": "2.0"
                    },
                    {
                      "name": "mt_apogee2_scores",
                      "version": "APOGEE2 v2.0"
                    },
                    {
                      "name": "mt_clinvar_variants",
                      "version": "ClinVar 2026-01 (mtDNA subset)"
                    },
                    {
                      "name": "mt_gene_coordinates",
                      "version": "rCRS NC_012920.1"
                    },
                    {
                      "name": "mt_haplogroups",
                      "version": "PhyloTree Build 17 (FU1a)"
                    },
                    {
                      "name": "mt_helix_curated",
                      "version": "(empty -- clinician-populated via PR-6 UI)"
                    },
                    {
                      "name": "mt_population_frequencies",
                      "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
                    },
                    {
                      "name": "nuclear_numt_known_regions",
                      "version": "Calabrese 2017 + Dayama 2014"
                    },
                    {
                      "name": "orphanet",
                      "version": "2025-12"
                    },
                    {
                      "name": "pubmed",
                      "version": "(real-time)"
                    },
                    {
                      "name": "spliceai",
                      "version": "1.3"
                    },
                    {
                      "name": "vcep_specs",
                      "version": "2026-03"
                    }
                  ],
                  "vep_cache_version": "ensembl-vep-113-mane-v2",
                  "vep_version": "113"
                },
                "status": "success",
                "warnings": [
                  "external_link_unavailable"
                ]
              },
              "resolution": {
                "input_accession": null,
                "input_version": null,
                "mapping_sources": [],
                "normalized_query": "chr17:43124027 ACT>A",
                "notation_family": "coordinate",
                "resolver_asset_version": "pvr-sha256-02400e1bac7f3ed7db3de7027c6e86e6a7fb6d49d1dcf61fb5d8379d1feab137",
                "resolver_schema_version": "public-variant-resolver-3",
                "warnings": []
              },
              "search_contract_version": "1.0",
              "status": "resolved"
            },
            "usage_boundary": {
              "intended_use": "professional_variant_review",
              "not_for": [
                "patient_diagnosis",
                "treatment_decision",
                "standalone_clinical_reporting"
              ],
              "patient_context_evaluated": false,
              "result_type": "automated_variant_level_classification",
              "review_required": true
            }
          }
        }
      },
      "endpoint": "https://api.helena.bio/folklore/v1/mcp"
    },
    {
      "case_id": "vus-brca1",
      "input": "chr17:43115777 A>G",
      "status": "resolved",
      "identity": {
        "alternate": "G",
        "assembly": "GRCh38",
        "canonical_key": "GRCh38:chr17:43115777:A:G",
        "chromosome": "chr17",
        "position": 43115777,
        "reference": "A",
        "variant_type": "SNV"
      },
      "automated_class": "VUS",
      "criteria": "PM1,PM2_Supporting [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]",
      "classifier_version": "3.39.1",
      "evidence_availability": {
        "clinvar": "available",
        "conservation": "available",
        "dosage": "available",
        "expert": "available",
        "gene_constraints": "available",
        "population": "no_record",
        "predictors": "available",
        "spliceai": "available"
      },
      "observed_at_utc": "2026-09-10T16:37:43Z",
      "reference_versions": [
        {
          "name": "clingen_dosage",
          "version": "2026-01"
        },
        {
          "name": "clingen_gdv",
          "version": "2026-01"
        },
        {
          "name": "clinvar",
          "version": "2026-01"
        },
        {
          "name": "dbnsfp",
          "version": "4.9c"
        },
        {
          "name": "ensembl_vep",
          "version": "Release 113"
        },
        {
          "name": "erepo_classifications",
          "version": "erepo-2026-06-04"
        },
        {
          "name": "exon_pext",
          "version": "2.1.1"
        },
        {
          "name": "g2p",
          "version": "2026-01"
        },
        {
          "name": "gnomad",
          "version": "4.1"
        },
        {
          "name": "gnomad_constraint",
          "version": "4.1"
        },
        {
          "name": "gof_genes",
          "version": "2026-01"
        },
        {
          "name": "hpo",
          "version": "2026-01"
        },
        {
          "name": "interpro_pfam",
          "version": "2026-03"
        },
        {
          "name": "mane_select",
          "version": "2.0"
        },
        {
          "name": "mt_apogee2_scores",
          "version": "APOGEE2 v2.0"
        },
        {
          "name": "mt_clinvar_variants",
          "version": "ClinVar 2026-01 (mtDNA subset)"
        },
        {
          "name": "mt_gene_coordinates",
          "version": "rCRS NC_012920.1"
        },
        {
          "name": "mt_haplogroups",
          "version": "PhyloTree Build 17 (FU1a)"
        },
        {
          "name": "mt_helix_curated",
          "version": "(empty -- clinician-populated via PR-6 UI)"
        },
        {
          "name": "mt_population_frequencies",
          "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
        },
        {
          "name": "nuclear_numt_known_regions",
          "version": "Calabrese 2017 + Dayama 2014"
        },
        {
          "name": "orphanet",
          "version": "2025-12"
        },
        {
          "name": "pubmed",
          "version": "(real-time)"
        },
        {
          "name": "spliceai",
          "version": "1.3"
        },
        {
          "name": "vcep_specs",
          "version": "2026-03"
        }
      ],
      "interpretation_status": "success",
      "user_request": "Review this VUS: chr17:43115777 A>G on GRCh38.",
      "tool_call": {
        "name": "search_variant_evidence",
        "arguments": {
          "assembly": "GRCh38",
          "query": "chr17:43115777 A>G"
        }
      },
      "response_guidance": "Report VUS with the returned criteria and evidence availability. Do not relabel uncertainty as pathogenic or benign.",
      "raw_response": {
        "id": 4,
        "jsonrpc": "2.0",
        "result": {
          "_meta": {
            "io.modelcontextprotocol/serverInfo": {
              "description": "Classify and interpret supported GRCh38 germline variants under ACMG/AMP with structured evidence, provenance and related literature through the official public, read-only Helena Bioinformatics MCP.",
              "icons": [
                {
                  "mimeType": "image/png",
                  "src": "https://folklore.helena.bio/images/logos/folklore.png"
                }
              ],
              "name": "folklore",
              "title": "Folklore Clinical Variant Interpretation MCP",
              "version": "1.4.1",
              "websiteUrl": "https://folklore.helena.bio"
            }
          },
          "content": [
            {
              "text": "Folklore resolved chr17:43115777 A>G in BRCA1. Automated ACMG/AMP class: VUS; criteria: PM1,PM2_Supporting [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]. This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation. Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated. Record: https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43115777&reference=A&alternate=G",
              "type": "text"
            }
          ],
          "isError": false,
          "resultType": "complete",
          "structuredContent": {
            "adapter_error": null,
            "contract_version": "1",
            "record_url": "https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr17&position=43115777&reference=A&alternate=G",
            "result": {
              "identity": {
                "alternate": "G",
                "assembly": "GRCh38",
                "canonical_key": "GRCh38:chr17:43115777:A:G",
                "chromosome": "chr17",
                "position": 43115777,
                "reference": "A",
                "variant_type": "SNV"
              },
              "interpretation": {
                "annotation": {
                  "biotype": "protein_coding",
                  "consequence": "missense_variant,splice_region_variant",
                  "domains": [
                    "CDD:cd16498",
                    "ENSP_mappings:1jm7",
                    "ENSP_mappings:7jzv",
                    "ENSP_mappings:7lyb",
                    "ENSP_mappings:8grq",
                    "ENSP_mappings:AF",
                    "Gene3D:3",
                    "PANTHER:PTHR13763",
                    "PIRSF:PIRSF001734",
                    "PROSITE_profiles:PS50089",
                    "Pfam:PF00097",
                    "SMART:SM00184",
                    "Superfamily:SSF57850"
                  ],
                  "exon_number": "3/23",
                  "gene_id": "ENSG00000012048",
                  "gene_symbol": "BRCA1",
                  "impact": "MODERATE",
                  "transcript_id": "ENST00000357654"
                },
                "classification": {
                  "automated_class": "VUS",
                  "confidence_score": 0.5,
                  "criteria": "PM1,PM2_Supporting [VCEP:ENIGMA BRCA1/2 v1.2.0] [ERepo:ENIGMA BRCA1 and BRCA2 VCEP,BRCA1-related cancer predisposition]",
                  "framework": "acmg_2015",
                  "pm1_evidence_availability": "available",
                  "pm1_evidence_source": "pfam"
                },
                "contract_version": "1.0",
                "display": {
                  "hgvs_cdna": "ENST00000357654.9:c.83T>C",
                  "hgvs_genomic": "chr17:g.43115777A>G",
                  "hgvs_protein": "ENSP00000350283.3:p.Leu28Pro",
                  "label": "chr17:43115777 A>G"
                },
                "evidence": {
                  "clinvar": {
                    "availability": "available",
                    "canonical_url": "https://www.ncbi.nlm.nih.gov/clinvar/variation/55732/",
                    "clinical_significance": "Uncertain_significance",
                    "disease_names": [
                      "BRCA1-related_cancer_predisposition",
                      "Breast-ovarian_cancer,_familial,_susceptibility_to,_1",
                      "Hereditary_breast_ovarian_cancer_syndrome",
                      "Hereditary_cancer-predisposing_syndrome",
                      "not_provided",
                      "not_specified"
                    ],
                    "protein_representation": null,
                    "review_stars": 3,
                    "review_status": "reviewed_by_expert_panel",
                    "rsid": "80357266",
                    "variation_id": "55732"
                  },
                  "clinvar_review_stars": 3,
                  "clinvar_significance": "Uncertain_significance",
                  "conservation": {
                    "availability": "available",
                    "gerp_rs": 5.96999979019165,
                    "phylop100way_vertebrate": 4.109000205993652
                  },
                  "dosage": {
                    "availability": "available",
                    "haploinsufficiency_score": 3,
                    "triplosensitivity_score": 0
                  },
                  "erepo_assertion": "Uncertain Significance",
                  "erepo_disease": "BRCA1-related cancer predisposition",
                  "erepo_panel": "ENIGMA BRCA1 and BRCA2 VCEP",
                  "expert": {
                    "availability": "available",
                    "erepo_assertion": "Uncertain Significance",
                    "erepo_disease": "BRCA1-related cancer predisposition",
                    "erepo_panel": "ENIGMA BRCA1 and BRCA2 VCEP",
                    "erepo_summary": "The c.83T>C variant in BRCA1 is a missense variant predicted to cause substitution of Leucine by Proline at amino acid 28 (p.(Leu28Pro)). This variant is absent from gnomAD v2.1 (exomes only, non-cancer subset, read depth \u226525) and gnomAD v3.1 (non-cancer subset, read depth \u226525) (PM2_Supporting met). Reported by two calibrated studies to exhibit protein function similar to pathogenic control variants (PMID:30209399, 35659930) (PS3 met). This BRCA1 missense variant is within a key functional domain and the computational predictor BayesDel (noAF) gives a score of 0.45, above the recommended threshold of 0.28 for prediction of impact on BRCA1 function via protein change. A SpliceAI score of 0 predicts no impact on splicing (score threshold <0.10) (PP3 met). Multifactorial likelihood ratio analysis using clinically calibrated data produced a combined LR for this variant of 0.41 (based on Co-occurrence LR=1.07; Family History LR=0.38), within the thresholds for supporting benign evidence (LR 0.23-0.48) (BP5 met; Internal lab contributor). In summary, this variant meets the criteria to be classified as a Variant of uncertain significance for BRCA1-related cancer predisposition based on the ACMG/AMP criteria applied as specified by the ENIGMA BRCA1/2 VCEP (PM2_Supporting, PS3, PP3, BP5).",
                    "erepo_url": null,
                    "vcep_applied": true,
                    "vcep_panel": "ENIGMA BRCA1/2"
                  },
                  "external_links": {
                    "clingen_erepo": null,
                    "clinvar": "https://www.ncbi.nlm.nih.gov/clinvar/variation/55732/",
                    "ensembl_gene": "https://www.ensembl.org/Homo_sapiens/Gene/Summary?g=ENSG00000012048",
                    "ensembl_transcript": "https://www.ensembl.org/Homo_sapiens/Transcript/Summary?t=ENST00000357654",
                    "gnomad": null
                  },
                  "gene_constraints": {
                    "availability": "available",
                    "loeuf": 0.927590012550354,
                    "missense_z": 1.7336000204086304,
                    "oe_lof": 0.8061800003051758,
                    "pli": 5.517099828041024e-38
                  },
                  "population": {
                    "availability": "no_record",
                    "canonical_url": null,
                    "global_allele_count": null,
                    "global_allele_frequency": null,
                    "global_allele_number": null,
                    "group_max_allele_frequency": null,
                    "homozygote_count": null,
                    "popmax_population": null,
                    "rsid": "80357266"
                  },
                  "predictors": {
                    "alphamissense": {
                      "prediction": "P;P;P;P;P;P;P;P;P;P;P;P;P",
                      "score": null
                    },
                    "availability": "available",
                    "bayesdel_addaf": {
                      "prediction": "D",
                      "score": 0.4798929989337921
                    },
                    "bayesdel_noaf": {
                      "prediction": "D",
                      "score": 0.451555997133255
                    },
                    "dann_score": 0.9990541338920593,
                    "metasvm": {
                      "prediction": "D",
                      "score": 0.9334999918937683
                    },
                    "sift": {
                      "prediction": "D;D;D;D;D;D;D;.;D;D;D;D;D",
                      "score": null
                    }
                  },
                  "spliceai": {
                    "availability": "available",
                    "ds_ag": 0.0,
                    "ds_al": 0.0,
                    "ds_dg": 0.0,
                    "ds_dl": 0.0,
                    "gene": "BRCA1",
                    "max_delta_score": 0.0,
                    "prediction": "BRCA1|0.0|0.0|0.0|0.0"
                  },
                  "vcep_applied": true,
                  "vcep_panel": "ENIGMA BRCA1/2"
                },
                "identity": {
                  "alternate": "G",
                  "assembly": "GRCh38",
                  "canonical_key": "GRCh38:chr17:43115777:A:G",
                  "chromosome": "chr17",
                  "position": 43115777,
                  "reference": "A",
                  "variant_type": "SNV"
                },
                "limitations": {
                  "diagnostic_use": "This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation.",
                  "scope": "Automated variant-level ACMG/AMP decision support for one GRCh38 nuclear SNV, simple indel, or delins smaller than 50 bp.",
                  "unavailable_context": "Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated."
                },
                "provenance": {
                  "annotation_resolved": true,
                  "annotation_source": "vep_cache",
                  "classification_completed": true,
                  "classifier_version": "3.39.1",
                  "classifier_version_label": "v3.39.1",
                  "reference_assembly": "GRCh38",
                  "reference_versions": [
                    {
                      "name": "clingen_dosage",
                      "version": "2026-01"
                    },
                    {
                      "name": "clingen_gdv",
                      "version": "2026-01"
                    },
                    {
                      "name": "clinvar",
                      "version": "2026-01"
                    },
                    {
                      "name": "dbnsfp",
                      "version": "4.9c"
                    },
                    {
                      "name": "ensembl_vep",
                      "version": "Release 113"
                    },
                    {
                      "name": "erepo_classifications",
                      "version": "erepo-2026-06-04"
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                    {
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                      "version": "2.1.1"
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                    {
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                      "version": "2026-01"
                    },
                    {
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                      "version": "4.1"
                    },
                    {
                      "name": "gnomad_constraint",
                      "version": "4.1"
                    },
                    {
                      "name": "gof_genes",
                      "version": "2026-01"
                    },
                    {
                      "name": "hpo",
                      "version": "2026-01"
                    },
                    {
                      "name": "interpro_pfam",
                      "version": "2026-03"
                    },
                    {
                      "name": "mane_select",
                      "version": "2.0"
                    },
                    {
                      "name": "mt_apogee2_scores",
                      "version": "APOGEE2 v2.0"
                    },
                    {
                      "name": "mt_clinvar_variants",
                      "version": "ClinVar 2026-01 (mtDNA subset)"
                    },
                    {
                      "name": "mt_gene_coordinates",
                      "version": "rCRS NC_012920.1"
                    },
                    {
                      "name": "mt_haplogroups",
                      "version": "PhyloTree Build 17 (FU1a)"
                    },
                    {
                      "name": "mt_helix_curated",
                      "version": "(empty -- clinician-populated via PR-6 UI)"
                    },
                    {
                      "name": "mt_population_frequencies",
                      "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
                    },
                    {
                      "name": "nuclear_numt_known_regions",
                      "version": "Calabrese 2017 + Dayama 2014"
                    },
                    {
                      "name": "orphanet",
                      "version": "2025-12"
                    },
                    {
                      "name": "pubmed",
                      "version": "(real-time)"
                    },
                    {
                      "name": "spliceai",
                      "version": "1.3"
                    },
                    {
                      "name": "vcep_specs",
                      "version": "2026-03"
                    }
                  ],
                  "vep_cache_version": "ensembl-vep-113-mane-v2",
                  "vep_version": "113"
                },
                "status": "success",
                "warnings": [
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              },
              "resolution": {
                "input_accession": null,
                "input_version": null,
                "mapping_sources": [],
                "normalized_query": "chr17:43115777 A>G",
                "notation_family": "coordinate",
                "resolver_asset_version": "pvr-sha256-02400e1bac7f3ed7db3de7027c6e86e6a7fb6d49d1dcf61fb5d8379d1feab137",
                "resolver_schema_version": "public-variant-resolver-3",
                "warnings": []
              },
              "search_contract_version": "1.0",
              "status": "resolved"
            },
            "usage_boundary": {
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              "not_for": [
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                "treatment_decision",
                "standalone_clinical_reporting"
              ],
              "patient_context_evaluated": false,
              "result_type": "automated_variant_level_classification",
              "review_required": true
            }
          }
        }
      },
      "endpoint": "https://api.helena.bio/folklore/v1/mcp"
    },
    {
      "case_id": "conflicting-brca1",
      "input": "chr17:43104953 G>C",
      "status": "resolved",
      "identity": {
        "alternate": "C",
        "assembly": "GRCh38",
        "canonical_key": "GRCh38:chr17:43104953:G:C",
        "chromosome": "chr17",
        "position": 43104953,
        "reference": "G",
        "variant_type": "SNV"
      },
      "automated_class": "VUS",
      "criteria": "PP3_Supporting [VCEP:ENIGMA BRCA1/2 v1.2.0]",
      "classifier_version": "3.39.1",
      "evidence_availability": {
        "clinvar": "available",
        "conservation": "available",
        "dosage": "available",
        "expert": "available",
        "gene_constraints": "available",
        "population": "available",
        "predictors": "available",
        "spliceai": "available"
      },
      "observed_at_utc": "2026-09-10T16:37:53Z",
      "reference_versions": [
        {
          "name": "clingen_dosage",
          "version": "2026-01"
        },
        {
          "name": "clingen_gdv",
          "version": "2026-01"
        },
        {
          "name": "clinvar",
          "version": "2026-01"
        },
        {
          "name": "dbnsfp",
          "version": "4.9c"
        },
        {
          "name": "ensembl_vep",
          "version": "Release 113"
        },
        {
          "name": "erepo_classifications",
          "version": "erepo-2026-06-04"
        },
        {
          "name": "exon_pext",
          "version": "2.1.1"
        },
        {
          "name": "g2p",
          "version": "2026-01"
        },
        {
          "name": "gnomad",
          "version": "4.1"
        },
        {
          "name": "gnomad_constraint",
          "version": "4.1"
        },
        {
          "name": "gof_genes",
          "version": "2026-01"
        },
        {
          "name": "hpo",
          "version": "2026-01"
        },
        {
          "name": "interpro_pfam",
          "version": "2026-03"
        },
        {
          "name": "mane_select",
          "version": "2.0"
        },
        {
          "name": "mt_apogee2_scores",
          "version": "APOGEE2 v2.0"
        },
        {
          "name": "mt_clinvar_variants",
          "version": "ClinVar 2026-01 (mtDNA subset)"
        },
        {
          "name": "mt_gene_coordinates",
          "version": "rCRS NC_012920.1"
        },
        {
          "name": "mt_haplogroups",
          "version": "PhyloTree Build 17 (FU1a)"
        },
        {
          "name": "mt_helix_curated",
          "version": "(empty -- clinician-populated via PR-6 UI)"
        },
        {
          "name": "mt_population_frequencies",
          "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
        },
        {
          "name": "nuclear_numt_known_regions",
          "version": "Calabrese 2017 + Dayama 2014"
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        {
          "name": "pubmed",
          "version": "(real-time)"
        },
        {
          "name": "spliceai",
          "version": "1.3"
        },
        {
          "name": "vcep_specs",
          "version": "2026-03"
        }
      ],
      "interpretation_status": "success",
      "user_request": "What evidence is available for rs429358?",
      "tool_call": {
        "name": "search_variant_evidence",
        "arguments": {
          "assembly": "GRCh38",
          "query": "rs429358"
        }
      },
      "response_guidance": "Report the returned automated B classification and its evidence as a dated variant-level result. It is not a patient risk assessment or reassurance.",
      "raw_response": {
        "id": 8,
        "jsonrpc": "2.0",
        "result": {
          "_meta": {
            "io.modelcontextprotocol/serverInfo": {
              "description": "Classify and interpret supported GRCh38 germline variants under ACMG/AMP with structured evidence, provenance and related literature through the official public, read-only Helena Bioinformatics MCP.",
              "icons": [
                {
                  "mimeType": "image/png",
                  "src": "https://folklore.helena.bio/images/logos/folklore.png"
                }
              ],
              "name": "folklore",
              "title": "Folklore Clinical Variant Interpretation MCP",
              "version": "1.4.1",
              "websiteUrl": "https://folklore.helena.bio"
            }
          },
          "content": [
            {
              "text": "Folklore resolved chr19:44908684 T>C in APOE. Automated ACMG/AMP class: B; criteria: BA1,BS2,BP4. This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation. Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated. Record: https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr19&position=44908684&reference=T&alternate=C",
              "type": "text"
            }
          ],
          "isError": false,
          "resultType": "complete",
          "structuredContent": {
            "adapter_error": null,
            "contract_version": "1",
            "record_url": "https://folklore.helena.bio/variant?assembly=GRCh38&chromosome=chr19&position=44908684&reference=T&alternate=C",
            "result": {
              "identity": {
                "alternate": "C",
                "assembly": "GRCh38",
                "canonical_key": "GRCh38:chr19:44908684:T:C",
                "chromosome": "chr19",
                "position": 44908684,
                "reference": "T",
                "variant_type": "SNV"
              },
              "interpretation": {
                "annotation": {
                  "biotype": "protein_coding",
                  "consequence": "missense_variant",
                  "domains": [
                    "ENSP_mappings:1b68",
                    "ENSP_mappings:1bz4",
                    "ENSP_mappings:1ea8",
                    "ENSP_mappings:1gs9",
                    "ENSP_mappings:1h7i",
                    "ENSP_mappings:1le2",
                    "ENSP_mappings:1le4",
                    "ENSP_mappings:1lpe",
                    "ENSP_mappings:1nfn",
                    "ENSP_mappings:1nfo",
                    "ENSP_mappings:1or2",
                    "ENSP_mappings:1or3",
                    "ENSP_mappings:2kc3",
                    "ENSP_mappings:2l7b",
                    "ENSP_mappings:6iwb",
                    "ENSP_mappings:6ncn",
                    "ENSP_mappings:6nco",
                    "ENSP_mappings:6v7m",
                    "ENSP_mappings:7fcr",
                    "ENSP_mappings:7fcs",
                    "ENSP_mappings:7uvj",
                    "ENSP_mappings:8ax8",
                    "ENSP_mappings:8ax9",
                    "ENSP_mappings:8cdy",
                    "ENSP_mappings:8ce0",
                    "ENSP_mappings:8grx",
                    "ENSP_mappings:AF",
                    "Gene3D:1",
                    "PANTHER:PTHR18976",
                    "Pfam:PF01442",
                    "Superfamily:SSF58113"
                  ],
                  "exon_number": "4/4",
                  "gene_id": "ENSG00000130203",
                  "gene_symbol": "APOE",
                  "impact": "MODERATE",
                  "transcript_id": "ENST00000252486"
                },
                "classification": {
                  "automated_class": "B",
                  "confidence_score": 0.8500000238418579,
                  "criteria": "BA1,BS2,BP4",
                  "framework": "acmg_2015",
                  "pm1_evidence_availability": "not_applicable",
                  "pm1_evidence_source": null
                },
                "contract_version": "1.0",
                "display": {
                  "hgvs_cdna": "ENST00000252486.9:c.388T>C",
                  "hgvs_genomic": "chr19:g.44908684T>C",
                  "hgvs_protein": "ENSP00000252486.3:p.Cys130Arg",
                  "label": "chr19:44908684 T>C"
                },
                "evidence": {
                  "clinvar": {
                    "availability": "available",
                    "canonical_url": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17864/",
                    "clinical_significance": "Conflicting_classifications_of_pathogenicity|other|risk_factor",
                    "disease_names": [
                      "Alzheimer_disease",
                      "Alzheimer_disease_2",
                      "Alzheimer_disease_4",
                      "Familial_hypercholesterolemia",
                      "Lipoprotein_glomerulopathy",
                      "Primary_degenerative_dementia_of_the_Alzheimer_type,_presenile_onset",
                      "Warfarin_response",
                      "not_provided",
                      "not_specified"
                    ],
                    "protein_representation": null,
                    "review_stars": 0,
                    "review_status": "criteria_provided,_conflicting_classifications",
                    "rsid": "429358",
                    "variation_id": "17864"
                  },
                  "clinvar_review_stars": 0,
                  "clinvar_significance": "Conflicting_classifications_of_pathogenicity|other|risk_factor",
                  "conservation": {
                    "availability": "available",
                    "gerp_rs": 3.0199999809265137,
                    "phylop100way_vertebrate": 0.8399999737739563
                  },
                  "dosage": {
                    "availability": "no_record",
                    "haploinsufficiency_score": null,
                    "triplosensitivity_score": null
                  },
                  "erepo_assertion": null,
                  "erepo_disease": null,
                  "erepo_panel": null,
                  "expert": {
                    "availability": "no_record",
                    "erepo_assertion": null,
                    "erepo_disease": null,
                    "erepo_panel": null,
                    "erepo_summary": null,
                    "erepo_url": null,
                    "vcep_applied": false,
                    "vcep_panel": null
                  },
                  "external_links": {
                    "clingen_erepo": null,
                    "clinvar": "https://www.ncbi.nlm.nih.gov/clinvar/variation/17864/",
                    "ensembl_gene": "https://www.ensembl.org/Homo_sapiens/Gene/Summary?g=ENSG00000130203",
                    "ensembl_transcript": "https://www.ensembl.org/Homo_sapiens/Transcript/Summary?t=ENST00000252486",
                    "gnomad": "https://gnomad.broadinstitute.org/variant/chr19-44908684-T-C?dataset=gnomad_r4"
                  },
                  "gene_constraints": {
                    "availability": "available",
                    "loeuf": 1.2948999404907227,
                    "missense_z": -0.22622999548912048,
                    "oe_lof": 0.7633799910545349,
                    "pli": 0.0014179999707266688
                  },
                  "population": {
                    "availability": "available",
                    "canonical_url": "https://gnomad.broadinstitute.org/variant/chr19-44908684-T-C?dataset=gnomad_r4",
                    "global_allele_count": 232864,
                    "global_allele_frequency": 0.14851999282836914,
                    "global_allele_number": 1567892,
                    "group_max_allele_frequency": 0.22046299278736115,
                    "homozygote_count": 17710,
                    "popmax_population": "afr",
                    "rsid": "429358"
                  },
                  "predictors": {
                    "alphamissense": {
                      "prediction": "B;B;B;B",
                      "score": null
                    },
                    "availability": "available",
                    "bayesdel_addaf": {
                      "prediction": "T",
                      "score": -0.4759480059146881
                    },
                    "bayesdel_noaf": {
                      "prediction": "T",
                      "score": -0.3126220107078552
                    },
                    "dann_score": 0.2173970490694046,
                    "metasvm": {
                      "prediction": "T",
                      "score": -1.0125999450683594
                    },
                    "sift": {
                      "prediction": "T;T;.;T",
                      "score": null
                    }
                  },
                  "spliceai": {
                    "availability": "available",
                    "ds_ag": 0.0,
                    "ds_al": 0.0,
                    "ds_dg": 0.0,
                    "ds_dl": 0.0,
                    "gene": "APOE",
                    "max_delta_score": 0.0,
                    "prediction": "APOE|0.0|0.0|0.0|0.0"
                  },
                  "vcep_applied": false,
                  "vcep_panel": null
                },
                "identity": {
                  "alternate": "C",
                  "assembly": "GRCh38",
                  "canonical_key": "GRCh38:chr19:44908684:T:C",
                  "chromosome": "chr19",
                  "position": 44908684,
                  "reference": "T",
                  "variant_type": "SNV"
                },
                "limitations": {
                  "diagnostic_use": "This result is not a patient diagnosis and must not be used as a substitute for qualified clinical interpretation.",
                  "scope": "Automated variant-level ACMG/AMP decision support for one GRCh38 nuclear SNV, simple indel, or delins smaller than 50 bp.",
                  "unavailable_context": "Patient phenotype, genotype, family, segregation, de novo, case-specific, and private override evidence were not evaluated."
                },
                "provenance": {
                  "annotation_resolved": true,
                  "annotation_source": "vep_cache",
                  "classification_completed": true,
                  "classifier_version": "3.39.1",
                  "classifier_version_label": "v3.39.1",
                  "reference_assembly": "GRCh38",
                  "reference_versions": [
                    {
                      "name": "clingen_dosage",
                      "version": "2026-01"
                    },
                    {
                      "name": "clingen_gdv",
                      "version": "2026-01"
                    },
                    {
                      "name": "clinvar",
                      "version": "2026-01"
                    },
                    {
                      "name": "dbnsfp",
                      "version": "4.9c"
                    },
                    {
                      "name": "ensembl_vep",
                      "version": "Release 113"
                    },
                    {
                      "name": "erepo_classifications",
                      "version": "erepo-2026-06-04"
                    },
                    {
                      "name": "exon_pext",
                      "version": "2.1.1"
                    },
                    {
                      "name": "g2p",
                      "version": "2026-01"
                    },
                    {
                      "name": "gnomad",
                      "version": "4.1"
                    },
                    {
                      "name": "gnomad_constraint",
                      "version": "4.1"
                    },
                    {
                      "name": "gof_genes",
                      "version": "2026-01"
                    },
                    {
                      "name": "hpo",
                      "version": "2026-01"
                    },
                    {
                      "name": "interpro_pfam",
                      "version": "2026-03"
                    },
                    {
                      "name": "mane_select",
                      "version": "2.0"
                    },
                    {
                      "name": "mt_apogee2_scores",
                      "version": "APOGEE2 v2.0"
                    },
                    {
                      "name": "mt_clinvar_variants",
                      "version": "ClinVar 2026-01 (mtDNA subset)"
                    },
                    {
                      "name": "mt_gene_coordinates",
                      "version": "rCRS NC_012920.1"
                    },
                    {
                      "name": "mt_haplogroups",
                      "version": "PhyloTree Build 17 (FU1a)"
                    },
                    {
                      "name": "mt_helix_curated",
                      "version": "(empty -- clinician-populated via PR-6 UI)"
                    },
                    {
                      "name": "mt_population_frequencies",
                      "version": "MITOMAP 2026-01 + HelixMTdb 20200327"
                    },
                    {
                      "name": "nuclear_numt_known_regions",
                      "version": "Calabrese 2017 + Dayama 2014"
                    },
                    {
                      "name": "orphanet",
                      "version": "2025-12"
                    },
                    {
                      "name": "pubmed",
                      "version": "(real-time)"
                    },
                    {
                      "name": "spliceai",
                      "version": "1.3"
                    },
                    {
                      "name": "vcep_specs",
                      "version": "2026-03"
                    }
                  ],
                  "vep_cache_version": "ensembl-vep-113-mane-v2",
                  "vep_version": "113"
                },
                "status": "success",
                "warnings": [
                  "expert_evidence_not_available"
                ]
              },
              "resolution": {
                "input_accession": "rs429358",
                "input_version": null,
                "mapping_sources": [
                  {
                    "name": "clinvar",
                    "version": "2026-06-07"
                  },
                  {
                    "name": "dbsnp",
                    "version": "b157"
                  }
                ],
                "normalized_query": "rs429358",
                "notation_family": "rsid",
                "resolver_asset_version": "pvr-sha256-02400e1bac7f3ed7db3de7027c6e86e6a7fb6d49d1dcf61fb5d8379d1feab137",
                "resolver_schema_version": "public-variant-resolver-3",
                "warnings": []
              },
              "search_contract_version": "1.0",
              "status": "resolved"
            },
            "usage_boundary": {
              "intended_use": "professional_variant_review",
              "not_for": [
                "patient_diagnosis",
                "treatment_decision",
                "standalone_clinical_reporting"
              ],
              "patient_context_evaluated": false,
              "result_type": "automated_variant_level_classification",
              "review_required": true
            }
          }
        }
      },
      "endpoint": "https://api.helena.bio/folklore/v1/mcp"
    }
  ]
}
