Consensus checked against original sources: Lifestyle Weight Loss and MASH Reversal

Cutoff: 13 October 2026. Consensus supports discovery and checks of specific source aspects; it is not a primary study, a full-paper audit or a causal probability meter.

Assigned NAS response versus current resolution

Observed Consensus calls the NAS composite activity reversal and its minimal-criteria count resolution. Actual Methods define improvement as a three-point NAS drop or NAS at most two; actual Results show assigned NAS/steatosis benefit but nonsignificant assigned inflammation/ballooning differences. This is genuine activity efficacy, not automatically a current inflammation/ballooning resolution result. Original PMID19827166. Access: full_text_partial.

Achieved-loss component threshold

Provider describes an apparent seven-percent loss threshold. Actual Results place the broader component positives in achieved-at-least-seven-percent strata, while the randomized component contrasts were nonsignificant. The weight threshold is nonrandomized association; it is not assigned-dose necessity, a baseline eligibility boundary or justification to exclude nonresponders. Original PMID19827166. Access: full_text_partial.

Paired-biopsy completion and histology estimand

Provider gives 31 randomized participants and percentages but omits actual endpoint-biopsy availability. Original Results show 28 of 31 with paired biopsy: 18 of 21 lifestyle and all 10 controls. Therefore its 72-versus-30-percent composite is an available-biopsy comparison, not a silent 31-person complete-pathology audit; missingness and small power limit certainty. Original PMID19827166. Access: full_text_partial.

Provider claim of a single small randomized lifestyle trial

Provider identifies Promrat as the only small randomized lifestyle histology trial. The examined newer original Methods/Results contain a randomized ten-month energy-restriction/HIIT comparison with explicit inflammation/ballooning resolution and activity benefit. Provider corpus omission cannot establish absence. Original Results count nine resolutions but only eight ballooning-zero subjects, an unresolved internal inconsistency; retain qualitative positive without inventing a corrected fraction. Original PMID38914313. Access: full_text_partial.

Achieved-loss cohort and shared prediction report

Provider correctly distinguishes the nonrandomized cohort and larger achieved-loss response. The examined original abstract reports 293 enrolled and 261 paired biopsies with subgroup resolution/regression associations. The follow-up prediction PMID26849287 shares that cohort; different subgroup counts or prediction models do not constitute a new causal trial. No complete cohort body was examined. Original PMID25865049. Access: abstract_metadata.

Surgery superiority versus standalone lifestyle causal efficacy

Provider correctly retains BRAVES surgery superiority. The original trial abstract distinguishes ITT and available-protocol response rates. Lifestyle plus best medical care is a comparator to surgery, so its response percentage cannot establish efficacy versus untreated patients or isolate lifestyle weight mediation. Surgery adverse events remain part of its separate evidence. Original PMID37088093. Access: abstract_metadata.

Long-term bariatric biopsies and selection

Provider treats five-year surgery biopsy benefit as distinct from lifestyle and reports incomplete biopsy availability. The examined original abstract supports substantial observed resolution/regression with 64 of 94 five-year-eligible patients biopsied. It is selected uncontrolled long-term surgery, outside the registered 24–104-week lifestyle primary; absence of statistically different observed groups does not rule out unmeasured nonresponse bias. Original PMID32553765. Access: abstract_metadata.

Fat/weight improvement versus actual clinical histology in cirrhosis

Provider discusses component dissociation largely through older trials and reviews, with recent originals absent from its indexed text. The selected F4 semaglutide original Methods/Results directly show significant weight/MRI-fat reduction but null biopsy resolution/fibrosis at 48 weeks, differential biopsy availability and no decompensation events. This is a stage/drug boundary; it neither proves lifestyle failure nor event prevention from biomarkers. Original PMID36934740. Access: full_text_partial.

Provider corpus cutoff and modern positive trials

Provider explicitly lacks ESSENCE, SYNERGY-NASH and MAESTRO-NASH primary details. Examined original abstracts PMID40305708,38856224,38324483 retain genuine respective clinical-pathology positives. A review search cutoff is not the present evidence cutoff, and those drug effects cannot be borrowed as lifestyle or isolated-weight causal lines. Original PMID40305708. Access: abstract_metadata.

Methods

Consensus was used to identify literature and cross-check specific claims about design, endpoints, scope and research gaps. Those aspects were checked against original primary abstracts/status records and selected original Methods/Results passages. Consensus output was not treated as original full text. Provider search omissions are not evidence that a study does not exist. Source access and examination receipts are retained. Scite use or monthly unavailability is recorded per case; provider citation counts do not change causal grades.