Legacy AI grade · Sources dated 2026-06-09. Not expert reviewed. Coverage is limited to the listed sources. About the new summary workflow
Vitamin D for Multiple Sclerosis
Across 5 PubMed studies, the evidence for Vitamin D in Multiple Sclerosis grades Tier C — weak evidence. Effective, but with safety or population caveats.
Why this grade7-layer evidence engine
Vitamin D for multiple sclerosis has a Cochrane anchor (PMID 30246874) but evidence is surrogate-dominated with mixed relapse and MRI signals.
Adjudication upgraded engine D/disputed to C/PWW, but L11 recommendation remains 'disputed' while rendered status is published_with_warning — a material policy gap.
Tier C with warning reflects contested, surrogate-heavy MS evidence. Vitamin D may help deficiency correction but is not established MS disease-modifying therapy.
Scoring transparency
All scores computed by a 7-layer evidence engine — fully auditable▸View the full decision path (audit trail)
- compute_raw_score — 加權公式: L2×0.30 + L3×0.25 + L5×0.25 + L11×0.10 + L1×0.10 = 0.472
- tier_from_score — 依分數區間映射至 tier letter
- apply_hec_rules — 高品質 SR/MA 顯示 negative 主導 (3 negative > 1 positive),下層 RCT 不能推翻
- apply_hec_override — HEC-1 高階證據 negative — 強制由 C 改為 D
- tier_strict_requirement_check — Tier 條件達標,未降階
- detect_disputes — 偵測到 1 個 hard + 0 個 soft dispute
- decide_status — 依 tier + dispute 結果決定 status