{"modelId":"v24_source_feature_integration","scoringHandoffStatus":"blocked_preflight_not_ready_for_locked_scoring","clinicalUseStatus":"prohibited","canClaimDiseaseDetection":false,"readyForLockedV24Scoring":false,"readyForPass102Validation":false,"candidateThreshold":0.71,"lockedScoreRowCount":0,"requiredScoreOutputColumns":["patient_uid","candidate_gene_symbol","model_id","score_v24_sf","score_source"],"missingScoreGeneSymbols":[],"candidateScoreInput":{"path":"/repo/artifacts/downloads/training/pass103_external_validation_candidate_score_input_v1.csv","rowCount":4,"uniqueGeneCount":4,"templateOrSampleRowsDetected":true},"upstreamPreflight":{"preflightStatus":"blocked_template_inputs_pending_real_cohort","readyForPass103Intake":false,"clinicalUseStatus":"prohibited"},"commandPlan":{"run_pass103_intake":".venv-training/bin/python scripts/python/run_pass103_external_validation_intake_v1.py --cohort-csv <REAL_DEIDENTIFIED_COHORT_CSV> --candidate-score-input-csv artifacts/downloads/training/real_candidate_score_input_v1.csv --out-json artifacts/downloads/training/real_external_validation_intake_package_v1.json --suite-summary-json artifacts/downloads/training/real_external_validation_suite_summary_v1.json","score_genes_with_governed_v24":".venv-training/bin/python scripts/python/score_v24_research_genes_v1.py --threshold 0.71 --out artifacts/downloads/training/real_v24_gene_scores_v1.json <UNIQUE_CANDIDATE_GENE_SYMBOLS_FROM_PASS103>","assemble_locked_score_csv":".venv-training/bin/python scripts/python/generate_pass109_frozen_v24_scoring_handoff_v1.py --preflight-json artifacts/downloads/training/real_cohort_intake_preflight_v1.json --candidate-score-input-csv artifacts/downloads/training/real_candidate_score_input_v1.csv --scored-genes-json artifacts/downloads/training/real_v24_gene_scores_v1.json --locked-score-csv artifacts/downloads/training/real_locked_v24_scores_v1.csv --out-json artifacts/downloads/training/real_frozen_v24_scoring_handoff_v1.json","run_pass102_validation":".venv-training/bin/python scripts/python/run_pass102_retrospective_validation_v1.py --cohort-csv <REAL_DEIDENTIFIED_COHORT_CSV> --score-csv artifacts/downloads/training/real_locked_v24_scores_v1.csv --out-json artifacts/downloads/training/real_retrospective_validation_v1.json","run_pass104_acceptance":".venv-training/bin/python scripts/python/evaluate_pass104_retrospective_acceptance_gates_v1.py --validation-json artifacts/downloads/training/real_retrospective_validation_v1.json --intake-json artifacts/downloads/training/real_external_validation_intake_package_v1.json --out-json artifacts/downloads/training/real_retrospective_acceptance_v1.json --suite-summary-json artifacts/downloads/training/real_retrospective_acceptance_summary_v1.json"},"nextActions":["Pass109 frozen v24 scoring handoff: complete Pass108 with real source-manifest and cohort files before scoring.","Run Pass103 to produce real candidate score input rows, then score the unique candidate_gene_symbol values through the governed v24 scorer at threshold 0.71.","Assemble the locked score CSV with patient_uid, candidate_gene_symbol, model_id, score_v24_sf, and score_source before Pass102.","Keep clinical disease-detection, diagnosis, treatment-support, and patient-specific interpretation claims prohibited until retrospective and prospective validation gates pass."],"handoffPath":"/repo/artifacts/downloads/training/pass109_frozen_v24_scoring_handoff_v1.json","scoreSchemaPath":"/repo/artifacts/downloads/training/pass109_frozen_v24_score_schema_v1.json","scoreTemplatePath":"/repo/artifacts/downloads/training/pass109_frozen_v24_score_template_v1.csv","lockedScoreCsvPath":null}