{"modelId":"v24_source_feature_integration","modelTrainingStatus":"trained_successfully","researchTriageStatus":"ready_for_governed_research_triage","patientValidationStatus":"ready_pending_real_adjudicated_cohort","clinicalReadinessStatus":"blocked_pending_patient_level_validation","diseaseDetectionStatus":"not_ready_for_clinical_disease_detection","clinicalUseStatus":"prohibited","canClaimDiseaseDetection":false,"candidateThreshold":0.71,"preparedGateCount":4,"remainingBlockingGateCount":6,"readinessSummary":"Pass101 locks the intended-use endpoint, schema, cohort CSV template, and patient-level validation runner; v24 remains trained and research-triage ready, but clinical use is still prohibited until a real adjudicated patient-level cohort passes validation.","remainingBlockingGates":["retrospective_patient_level_validation","prospective_multisite_validation","subgroup_bias_and_calibration","clinical_risk_management_qms","regulatory_pathway_review","postmarket_monitoring_pccp"],"nextActions":["Secure an IRB/DUA-appropriate deidentified retrospective cohort that meets the Pass101 schema and minimum cohort requirements.","Run validate_pass101_patient_cohort_v1.py on the cohort before scoring and reject any PHI-bearing or undersized file.","Freeze the row-level cohort manifest, score candidate_gene_symbol values with the governed v24 threshold 0.71, and compute the locked primary and secondary metrics.","Review false negatives, false positives, calibration, and subgroup strata before deciding whether a clinical validation pass can advance.","Keep clinical disease-detection, diagnosis, treatment-support, and patient-specific interpretation claims prohibited until retrospective and prospective clinical gates pass."],"protocolPath":"/repo/artifacts/downloads/training/pass101_patient_level_validation_protocol_v1.json","schemaPath":"/repo/artifacts/downloads/training/pass101_patient_level_validation_schema_v1.json","cohortTemplatePath":"/repo/artifacts/downloads/training/pass101_patient_level_validation_cohort_template_v1.csv","templateCheckPath":"/repo/artifacts/downloads/training/pass101_patient_level_validation_template_check_v1.json","readinessArtifactPath":"/repo/artifacts/downloads/training/pass101_patient_level_validation_readiness_v1.json"}