Evidence levels
Every claim on this site carries one of these five levels.
- ● Level AOfficial consensus or recommendation from an authoritative guideline or institution.
- ● Level BStrong scientific evidence — multiple consistent scientific sources.
- ● Level CLimited evidence — small studies, observational, indirect, or significant limitations.
- ● Level DExperimental or hypothesis — preclinical, mechanistic, animal, in-vitro.
- ● Level XInsufficient evidence — not suitable for patient-facing recommendations.
Claim categories
Claims are also classified by what kind of statement they are.
- ESTABLISHED FACTWell-documented, broadly accepted.
- MEDICAL RECOMMENDATIONFrom an authoritative guideline or institution.
- OBSERVATIONAL DATAFrom observational studies.
- EXPERT OPINIONFrom expert consensus without strong evidence.
- SCIENTIFIC HYPOTHESISProposed but not established.
- EXPERIMENTAL DATAPreclinical or early experimental.
- INSUFFICIENTLY DOCUMENTED DATAEvidence insufficient to support the claim.
Source hierarchy
Sources are ranked into four tiers.
Tier AAuthoritativeHAS, Orphanet, NIH, GeneReviews/NCBI Bookshelf, ACMG, metabolic disease societies, recognized guidelines, university hospitals, EURORDIS
Tier BScientific literaturePubMed, peer-reviewed publications, systematic reviews, meta-analyses, clinical/cohort studies
Tier CTrial registriesClinicalTrials.gov, EU CTIS, WHO ICTRP, national registries
Tier DOtherUsed only when necessary, clearly labeled
Forbidden as evidenceReddit, forums, blogs, commercial websites, AI-generated medical content, unsourced social media.
Validation protocol
Content is validated through a structured process.
- Source discovery — find the strongest available primary or authoritative source.
- Context verification — read enough to understand what was studied, which population, under which conditions.
- Independent corroboration — find an independent source when appropriate.
- Active falsification — explicitly search for contradictory guidelines, newer recommendations, systematic reviews, opposing studies.
- Critical synthesis — evaluate authority, date, methodology, population, sample size, consistency, clinical relevance, limitations.
- Final classification — VALIDATED / PARTIALLY_VALIDATED / CONFLICTING / INSUFFICIENT_EVIDENCE / REJECTED.
Traceability
Every medical paragraph records:
- Organization / author
- Title
- Journal or database
- Publication year
- PMID/DOI when applicable
- URL
Identifiers (URLs, DOIs, PMIDs, dates, authors, trial IDs) are never fabricated.
Keeping information fresh
Time-sensitive claims record their publication date, last update, and last independent verification. This is especially important for clinical trials, treatments, guidelines, and nutritional recommendations. All content on this site was last verified on 2026-08-21.
Resolving conflicts
- Receive research reports from both researchers.
- Compare claims, sources, and evidence levels.
- If agreement → validate with the appropriate evidence level.
- If disagreement → spawn additional research focused on the specific conflict.
- If still unresolved → mark CONFLICTING and document both positions.
- If insufficient evidence → mark INSUFFICIENT_EVIDENCE.
Updating the knowledge base
- New research emerges → verify it.
- Update the relevant knowledge base file.
- Record the change in the changelog.
- Verify all cross-references still hold.
- For guideline changes, verify current status with the primary source.
Priority orderPATIENT SAFETY > SCIENTIFIC ACCURACY > TRACEABILITY > CURRENT INFORMATION > COMPLETENESS > COST EFFICIENCY > SPEED
Sources consulted
The sources used to build this knowledge base, and their access status.
Chang IJ, Lam C, Vockley J. 2000 [updated 2024 Sep 26]. PMID: 20301597. Full bibliography extracted.
Full content retrieved. NIH/NLM source.
Full content retrieved. NIH/NLM source.
Full clinical summary retrieved via browser. Last updated February 2014. ORPHA:42.
404 — page moved. Not accessed.
✓PubMed (direct)Tier B
7 key abstracts extracted via browser (Derks 2007, McGregor 2021, Touw 2012, Iafolla 1994, Anderson 2020, Bentler 2016, Lang 2009).
Full access. 14 studies found, 9 MCADD-specific.
Searched via browser. 0 MCADD-specific trials. 1 related LC-FAOD trial (not MCADD).
Searched via browser. 10 MCADD-specific trials, including 2 not on ClinicalTrials.gov (DRKS00032765, ISRCTN14321657).
Conflicts identified
Open questions and areas where sources disagree or evidence is incomplete.
1. MCT restriction
RESOLVEDWhether MCT should be restricted in MCADD was initially unverified. Orphanet (ORPHA:42, Tier A) explicitly states "Les triglycérides à chaîne moyenne doivent aussi être évités" (MCT should also be avoided).
Resolution: Resolved. Orphanet (Tier A) recommends avoiding MCT. Evidence level upgraded from X to A.
2. Specific fasting duration limits
RESOLVEDThe Derks 2007 study (PMID: 16788829) provides age-specific fasting limits (8h for 6 months–1 year, 10h for the second year, 12h thereafter).
Resolution: Resolved. Limits documented at evidence level C (observational cohort). Important caveat: no conclusions for intercurrent illness with fever.
3. Genotype / phenotype correlation
PARTIALLY RESOLVEDArnold et al. (2010, PMID: 20036593) found "lack of genotype-phenotype correlations" while Touw et al. (2012, PMID: 22630369) suggest residual enzyme activity may predict clinical severity. Anderson 2020 (PMID: 31836396) found p.Lys329Glu homozygotes had higher C8 and more hypoglycemic events.
Resolution: All three positions documented. Touw 2012 provides a nuanced view: residual enzyme activity <10% = classical risk; >10% may allow relaxed fasting advice. Evidence level C.
4. NCT03761693 status
UNRESOLVEDTrial NCT03761693 (Fasting Tolerance in MCADD Infants) shows status UNKNOWN on ClinicalTrials.gov (last update 2019-05-14), but WHO ICTRP last listed it as "Recruiting" (ICTRP record last refreshed 2020-12-12).
Resolution: Discrepancy documented. The ICTRP record is stale; current status treated as uncertain.
5. Adult mortality rate
DOCUMENTEDLang 2009 reports 50% mortality in acutely presenting adults and 29% overall. This is higher than the ~25% historical pediatric mortality (Orphanet/Iafolla 1994).
Resolution: Both figures documented with context. Adult presentations may be more severe due to delayed diagnosis and different triggers (alcohol).
Independent review
Manual adversarial review completed (2026-08-21). Automated adversarial review not performed.No critical safety issues found. The knowledge base consistently marks insufficient evidence, does not provide specific medical dosing, does not present experimental treatments as established, and includes source references for all medical claims.
Claims were verified against authoritative sources and PubMed abstracts, but not always against the primary-study full texts. No identifiers (PMIDs, DOIs, URLs) were fabricated.
Planned follow-up work
- Access Derks 2007 and McGregor 2021 full texts to further verify fasting limits and emergency management protocols.
- Perform a full automated adversarial review.
- Monitor NCT03761693 and NCT01881984 for registry status changes.
- Verify MCT recommendation consistency against evolving practice beyond the 2014 Orphanet summary.
Limitations
- This system is NOT a physician or metabolic disease specialist.
- This system does NOT provide individualized medical advice.
- This system does NOT replace emergency services.
- Knowledge may be incomplete despite best efforts.
- Sources may change after the verification date.
- The system cannot access paywalled full texts without available abstracts.
- Web search results depend on indexing and may miss relevant sources.
- The system’s knowledge is only as current as its last verification date.