{ "schema_version": "2.0", "checklist_id": "STAT-REPRO-SYNTHETIC-001", "study_design": "randomized_trial", "specialist_review": { "needed": "undetermined", "areas": [], "requested": false }, "items": [ { "id": "question.estimand_alignment", "category": "question", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check alignment among the question, target quantity, design, analysis, and interpretation" }, { "id": "design.unit_and_independence", "category": "design", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Identify the experimental or observational unit and assess dependence" }, { "id": "design.sample_size_precision", "category": "design", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess prospective sample-size or precision justification and assumptions" }, { "id": "design.allocation_randomization", "category": "design", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess sequence generation, allocation concealment, or sampling procedures as applicable" }, { "id": "design.blinding", "category": "design", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess who was blinded or masked and likely consequences when blinding was infeasible" }, { "id": "data.inclusion_exclusion", "category": "data", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Trace prespecified inclusion, exclusion, attrition, and analysis populations" }, { "id": "data.missing_data", "category": "data", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess missingness amounts, reasons, assumptions, methods, and sensitivity analyses" }, { "id": "data.outliers_transformations", "category": "data", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check rules for exclusions, transformations, detection limits, and influential observations" }, { "id": "analysis.prespecification", "category": "analysis", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Compare analyses with the protocol, registration, and statistical analysis plan" }, { "id": "analysis.method_design_alignment", "category": "analysis", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess whether methods match the design, outcome type, estimand, and sampling structure" }, { "id": "analysis.assumptions_diagnostics", "category": "analysis", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess model assumptions, diagnostics, robustness, and fallback analyses" }, { "id": "analysis.multiplicity", "category": "analysis", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess outcome hierarchy, repeated looks, multiple comparisons, and error control" }, { "id": "analysis.clustering_repeated_measures", "category": "analysis", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess clustering, pairing, repeated measures, nesting, and time dependence" }, { "id": "results.effect_sizes_uncertainty", "category": "results", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check effect estimates and compatible uncertainty intervals, not thresholded p-values alone" }, { "id": "results.denominators_flow", "category": "results", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Reconcile denominators, participant or sample flow, exclusions, and analysis populations" }, { "id": "results.complete_outcomes_harms", "category": "results", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check all prespecified outcomes, null findings, adverse events, and deviations" }, { "id": "reproducibility.data_materials_access", "category": "reproducibility", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess data, materials, protocol, repository, and justified access restrictions" }, { "id": "reproducibility.code_environment_parameters", "category": "reproducibility", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess code, software versions, environments, seeds, parameters, and run instructions" }, { "id": "reproducibility.provenance_versions", "category": "reproducibility", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Trace data provenance, transformations, versioned artifacts, and accession identifiers" }, { "id": "ethics.approval_consent_governance", "category": "ethics", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Assess approvals, consent, welfare, privacy, governance, and conflicts as applicable" }, { "id": "interpretation.claim_evidence_causality", "category": "interpretation", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check claim strength against design, evidence, uncertainty, alternatives, and generalizability" }, { "id": "integrity.deviations_selective_reporting", "category": "integrity", "applicability": "applicable", "status": "not_assessed", "evidence_locations": [], "note": "", "requested_action": "Check unexplained deviations, outcome switching, selective reporting, and internal inconsistencies" } ] }