CHAMGAP
VERIFIEDPassed the Codex final verification and publication gate. Evidence-verification cutoff: 2026-08-03. AI was used for research and drafting; the existence of all 2 cited sources was verified at the original page, followed by blind grading, adversarial audit, and build validation. Methodology v1.0.
Verdict No. 2052 · Search date 2026-08-03 · Methodology v1.0

Nonfermented milk,
does it really help with Prevention of total and hip fractures in adults?

30-Second Summary
D
Evidence Grade D · 34 · Safety caution
Greater nonfermented-milk intake was not associated with fewer fractures in large cohorts, but observational data cannot establish causal absence of benefit or harm
People with cow's-milk allergy should avoid milk, and lactose malabsorption may cause bloating, pain, or diarrhea. These routine cautions are separate from the fracture-efficacy grade.
What the
research shows
The grade is D with 34 points. Prospective cohorts of 61,433 Swedish women and 45,339 men found no reduction in fractures with greater milk intake. In women, each additional 200 g/day was associated with a 9% higher hip-fracture hazard; estimates in men were null. Observational data cannot establish that milk causes fractures.
What the
ads claim
Calcium content does not itself establish fracture prevention. Verdict 1997 is D with 28 points and concerns whole full-fat yogurt and bone-metabolism markers, a different intervention and outcome.
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Useful facts when choosing a product

  • The study defined one glass as 200 g of nonfermented milk and mainly contrasted less than one with at least three glasses daily; effects were not fully separated by fat content.
  • USDA data for generic whole milk per 244 g cup list about 276 mg calcium, 11.7 g carbohydrate, 4.6 g saturated fat, and 24 mg cholesterol. These are not direct measurements of the Swedish cohort's milk.
  • Women had two exposure assessments, but an analysis uniformly excluding the first years of events was not confirmed in the publicly checked material.
  • Verdict 1997 concerns full-fat yogurt and bone markers, and verdict 249 concerns isolated milk basic protein and bone markers; neither duplicates actual fracture events.
ID

Chamgap Semantic Classification Code

Candidate index · review held

F.nonfermented-milk-without-complete-separation-by-fat-content.food.total-and-hip-fractures.prevent.UNK

Foods and beverages > Nonfermented milk without complete separation by fat content > Food consumption > total and hip fractures > Occurrence-prevention claim > Unknown

An automated migration candidate, not an issued permanent code; exact claim scope remains under review. This machine-generated migration candidate helps retrieval but is not a permanent assignment. The original verdict ID and URL remain authoritative.

Download semantic index (JSON) · Codebook v1

Gap Measurement · Verdict 2052 · D 34
What advertising claims
What independent, higher-quality research supports
△ GAP
01

What the research actually shows

The Swedish Mammography Cohort recorded 17,252 fractures, including 4,259 hip fractures, among 61,433 women. The Cohort of Swedish Men recorded 5,066 fractures, including 1,166 hip fractures, among 45,339 men. Women had repeated food-frequency assessment, men baseline assessment, and outcomes came from national registers. Correlation with diet records was about 0.7 for total milk, but item-specific values were 0.33 for whole milk and 0.64 for low-fat milk. About 54.8% of invitees were absent from the analysis, a substantial selection exclusion, and multiple comparisons across exposures, sexes, endpoints, and sensitivity analyses were not adjusted. Public Swedish funding was reported, without dairy-industry support.

02

Why this is classified as D (34)

Large publicly funded cohort data did not show a preventive association, but no validated benefit boundary exists and selection exclusion, unadjusted multiple comparisons, and reverse causation prevent causal refutation, giving D with 34 points.

Counterpoint. D does not deny milk's calcium content or convert the female association into proven causal harm.

Rejudgment record. Cross-check applied — Sex-specific hazard ratios, event counts, repeated exposure assessment, reverse-causation checks, and funding were verified in the original report

Stored scoring profile
EndpointHHard endpoint - actual events such as death
ReplicationR1Single confirmatory trial
IndependenceI2Decisive evidence is publicly or non-profit funded
Effect sizeE0Null
PrecisionC0The confidence interval leaves room for benefit

Stored derived and displayed grades match; this is not a current recalculation or validity check (D).

Sub-claim grades by effect

This ingredient is marketed for several effects. A single overall grade blends strong and weak claims together, so each effect is graded separately here. The overall grade reflects the strongest disconfirming or core claim.

Effect (sub-claim)GradeBasis
Greater nonfermented milk intake prevents total and hip fracturesDNeither large sex-specific cohort supported a preventive association.

Cross-check — AI research and Codex final gate

AI was used for research and drafting. Blind grading, adversarial audit, and the methodology boundary rules were then reapplied before Codex performed the final evidence, grade, copy, and build checks. If a grade cannot be narrowed, both evidence positions and their reasons are published.
03

Evidence Table

StudyDesignSampleFundingEndpointResultWeight
Michaëlsson K et al. 2014 Swedish cohortsTwo large prospective cohorts61,433 women with 17,252 fractures, 4,259 hip; 45,339 men with 5,066 fractures, 1,166 hipPublic Swedish funding including the Swedish Research Council; no dairy-industry funding reportedAny fracture and hip fracturePer 200 g/day, women HR 1.02 (1.00-1.04) and 1.09 (1.05-1.13); men 1.01 (0.99-1.03) and 1.03 (0.99-1.07)Actual fracture events from observational evidence
§

Receipt — 2 References

All 2 cited sources were verified for existence at the original page (as of 2026-08-03).

Michaëlsson K, Wolk A, Langenskiöld S, et al. Milk intake and risk of mortality and fractures in women and men: cohort studies. BMJ. 2014;349:g6015. PMID: 25352269. DOI: 10.1136/bmj.g6015.
checked
U.S. Department of Agriculture. FoodData Central: Milk, whole, 3.25% milkfat, without added vitamin A and vitamin D.
checked
Research and draft: AI used · Cross-check: blind grading and adversarial audit
Final verification and publication gate: Codex · Evidence date: 2026-08-03 · Corrections: none

Cite this verdict

Nonfermented milk x fracture prevention Evidence Grade D card
[Chamgap] Nonfermented milk x fracture prevention — Evidence Grade D·34. 2 cited sources checked. Source: https://chamgap.com/en/verdicts/joint-bone/nonfermented-milk-fracture-prevention/ · CC BY 4.0

CC BY 4.0 — free to use with attribution; do not distort grades, numbers, or verdict meaning.

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What this document does and does not do

Chamgap is an information source. It reports what research has and has not confirmed; it does not tell readers what to take or buy. That decision belongs to readers and, when needed, medical or legal professionals. This verdict reflects literature available up to the search date and may change as new research appears. Nothing here is medical advice.