Claims with supporting evidence, scope, and limitations. Updated October 08, 2026.
Bacteroidota methyltransferase BF2170 converts bezafibrate into a methyl ester in the gut, raising epithelial permeability ~20-fold in cell assays and increasing plasma drug levels in mice β but demonstrated only in mono-colonization models, not complex human microbiomes.
Quality 90% Β· Generality 80% Β· Useful for bioequivalence and pharmacomicrobiomicsClinical IncX1 and IncU plasmids span a 1,500-fold conjugation-frequency range in biofilms, consistent with two-regime spatial-structure models β but whether the bottleneck is mating-pair formation, maintenance cost, or spatial access is unresolved.
Designed experiment framework Β· Contained polymicrobial systemsAn engineered conjugative plasmid carrying entry-exclusion genes blocks >99.9% of in vitro resistance-plasmid uptake and prevents gut colonization in mice β small groups (n=3), no statistical testing, and untested in complex human microbiota.
Quality 70% Β· Generality 60% Β· New preventive paradigm, patent declaredAcinetobacter baumannii forms continuous envelope bridges (~63 nm) containing DNA-like filaments that enable chromosomal exchange up to 1.1 Mbp (~27% of the genome) β the machinery is unidentified and only one strain pair has been tested functionally.
Novelty 100% Β· Mechanism unknown Β· WHO-priority pathogenPost-encoding sleep in mice reinstated familiar CA1 place maps in a novel environment (correlation 0.32 vs 0.10 after wake), and prefrontal inactivation during sleep abolished this β small samples (4β7 mice) and male-only cohort limit confidence.
Causal chemogenetic evidence Β· Reframes systems consolidationRNAi knockdown of nicotinic receptor subunit chrnal-E increased sleep in the upside-down jellyfish Cassiopea β first functional genetic sleep evidence in a pre-bilaterian, though sample sizes are small and no rescue experiment was performed.
Quality 80% Β· Preprint Β· Opens non-bilaterian sleep researchA dual-neurotransmitter model proposes dopamine drives reward-seeking while amygdala noradrenaline drives loss aversion β testable, but resting on small pharmacological studies and a 2-patient lesion report.
Perspective article Β· Falsifiable predictions Β· Reproducibility 50%Perceived isolation predicted cognitive decline and Alzheimer's risk in 823 older adults over 65 months, yet autopsy showed no link to neuropathology β suggesting effects on cognitive reserve rather than disease progression, with causality untested.
Narrative review Β· Small-sample strands Β· 2009 framework paperWinning fans showed testosterone increases and losing fans decreases in two naturalistic studies (n=8 basketball, n=21 soccer) β foundational for biosocial theory but tiny samples with no alcohol or diurnal-timing controls.
Quality 60% Β· Classic field evidence Β· Not clinically actionableCarollia perspicillata phase-locked calls to low-noise phases of 4-Hz modulated noise in lab and wild, with frontal auditory field inactivation disrupting timing β demonstrated for one species and one masker frequency only.
Novelty 90% Β· Energy-information framework Β· Wild n unreportedEnformer predictions across 34 hominin and ape haplotypes identified 37,592 lineage-specific regulatory elements with validated predictionβobservation correlation R = 0.81 β but ~35% of elements show below-average divergence, suggesting acceleration-based discovery has under-sampled causal mutations.
Quality 70% Β· Open atlas on Zenodo Β· Validation set has circularity riskEquilibrium chemistry in planetesimal interiors explains why cytosine (deamination, <17,000-yr half-life) and thymine (HβOβ oxidation) are absent from meteorites while adenine, guanine, and uracil persist β the HβOβ selectivity claim remains experimentally untested.
Model overproduces by 3β4 orders of magnitude Β· No kinetic or pH effects modeledA rare mtDNA lineage (C4a2c1) in Kurumba tribes dated to ~7 ka shows no detectable autosomal Northeast Asian affinity β a caution that mtDNA-only ancestry claims cannot distinguish ancient migration from founder-lineage bottlenecks; tiny per-cluster samples and no data deposit.
Reproducibility 40% Β· Illustrates mito-nuclear discordanceNeural cellular automata suggest aging emerges from loss of morphogenetic goals rather than damage accumulation, and that residual information at lost-organ sites ("memory sites") persists β proof-of-concept only, with no empirical validation or public code.
In silico 16Γ16 system Β· Bold conceptual frame Β· Reproducibility 70%A leakage-controlled benchmark (CodonBench) shows the reported codon-LM advantage on synonymous variants collapses from +2.3β14.3 to ~+1.6β2.2 percentage points under gene-held-out splits, and a memorization canary (AUC 0.739) beats every neural model.
Quality 80% Β· Audit template generalizes to thin-channel claims Β· Code publicA formal framework maps model training on generated data to drift, real-data injection to immigration, weight averaging to blending, and merge failure to reproductive isolation β with closed forms and falsifiers, but simulation-only evidence for key mechanisms and small seed counts.
Quality 70% Β· Single-author preprint with AI co-production disclosed3,367 measured pours show fill amount is invariant despite speed pressure and that "headroom" serves as the stopping criterion, captured by a SINDYc + inverse optimal control model β data/code public, but noise parameters are hand-tuned and the sample is narrow.
Quality 70% Β· Relevant to embodied AI and roboticsAnimal and cell studies consistently show inflammatory signaling and oxidative stress from plastic particles, and co-contaminant amplification (cadmium liver accumulation +46β184% in zebrafish) β but the causal human link remains nearly empty, and the exposure-scenario framework paper carries declared plastics-industry funding.
Quality 80% Β· Industry sponsor noted Β· Doseβresponse translation is the blindspotGut-dysbiosis and chronic-disease claims are mechanistically plausible from animal evidence but rest on narrative, non-systematic reviews with no quantitative risk thresholds β particle size may switch the harm mode (immune dysbiosis vs barrier apoptosis).
Reproducibility 30% Β· Hypothesis-framing value onlyA Navigation Guide review of 25 studies rates prenatal pyrethroid exposure as having sufficient evidence of adverse neurodevelopment, with thyroid disruption as the best-supported mechanism β spot-urine biomarkers and single-author study selection temper certainty, and some cohorts reported beneficial associations.
Quality 80% Β· Informs EU risk assessment Β· Interpretive asymmetry flaggedIn 21,851 clinic samples, higher PM2.5 was associated with increased sperm DNA fragmentation (estimate 0.73) β but the age effect (+14.4 pp at β₯50) dwarfs it, and unmeasured smoking/BMI confounding plus cross-sectional design preclude causal inference.
Quality 70% Β· Small effect sizes Β· Duplicated estimates flaggedA CDC-authored review finds influenza A viruses, including H5N1, can reach and replicate in mammalian gut tissue and that ingestion of contaminated material can establish infection β judged low but theoretically possible human risk; no validated fecal diagnostics exist yet.
Quality 80% Β· Ferret-model dependent Β· Directly informs raw-milk risk guidanceA bottom-up accounting model estimates tissue-specific energy cost at ~41 kcal/day during accretion β a ~10Γ gap below standard 300β500 kcal surplus prescriptions, which more plausibly serve as insurance against underfeeding; zero primary data, key parameter derived from infants/animals.
Quality 50% Β· Fully recomputable Β· Challenges applied practiceThe mechanistic chain (substrate loss β butyrate-producer decline β barrier dysfunction β systemic inflammation) is strong at every intermediate link but has never been tested with ultra-processed foods themselves β the attribution rests on observational diet-pattern epidemiology.
Mechanism borrowing flagged Β· Designed experiments proposedHabitual intake of 2β3 cups/day shows modestly lower cardiovascular and all-cause mortality in large cohorts (HR 0.95 in 185,000+), while acute caffeine (200β300 mg) transiently raises blood pressure ~8/6 mmHg in hypertensive individuals β the contradiction is largely a time-scale artifact.
Cohort vs acute framing Β· Causality untested (MR proposed)A review of 50 studies finds ~4 in 5 report a significant positive association between social media use and adolescent depressive symptoms, with anxiety evidence weaker and sometimes U-shaped β entirely observational, with unvalidated self-reported exposure throughout.
Quality 60% Β· No per-study effect tables Β· U-shaped anxiety pattern needs replicationA meta-analysis of 23 longitudinal cohorts (181,006 participants) found 29% higher CHD risk and 32% higher stroke risk with poor social relationships β funnel asymmetry and random-vs-fixed estimate gaps suggest the true effect may be closer to ~18β19%.
Quality 80% Β· Registered protocol Β· Observational onlyPostpartum depression affects roughly 6.5β12.9% of mothers and is most strongly predicted by antenatal depression β but the headline prevention claim rests on a single small observational study (n=78) with implausibly large effect rates demanding replication.
Clinically actionable Β· Lactation-compatible dosing guidance includedTirzepatide outperforms GLP-1 receptor agonists on HbA1c (up to 2.4%) and weight (up to 22%) in cited trials β but the review itself has no PRISMA flow, no risk-of-bias assessment, and conflicting search descriptions; a separate network meta-analysis corroborates the direction.
Review quality 40% Β· GIP-direction paradox unaddressedIntrathecal antibodies in 6/40 MS patients converge on an EBV BRRF2 motif that cross-reacts with human CNS proteins (RTN2, TRIM71), with 99.36% specificity in a validation cohort of 909 MS cases β applicable to only ~8% of patients, and causality (initiation vs amplification) remains unresolved.
Serum biomarker candidate Β· Longitudinal stability ICC 0.8533 Sicilian centenarians carried ~50-fold higher neutralizing titers against 1918 H1N1 than controls, with zero SARS-CoV-2 cross-reactivity β ruling out antibody cross-protection as any explanation for COVID resilience; N=33 with only 8 infections limits all inference.
Negative result is the contribution Β· Cohort essentially unreplicableRutter's 2005 review concludes true autism prevalence is likely 30β60 per 10,000 versus the original 4 per 10,000 estimate, with most of the rise from improved ascertainment and broadened criteria, and no epidemiological support for MMR or thimerosal causation β the broadening-vs-true-rise decomposition remains partially unresolved.
Quality 80% Β· Framework generalizes to any rising-diagnosis conditionAn unreviewed preprint reports fat accumulation and shortened lifespan in C. elegans via SKN-1/Nrf2 signaling β non-monotonic dose effects, missing datasets, and no direct molecular mechanism make the claim hypothesis-generating for a GRAS preservative at best.
Quality 50% Β· Worm-only Β· Classic hormesis confounds unaddressedOrally administered globin digest increased hypertrophy and performance in zebrafish, mice, and C2C12 cells, with stage-specific peptide activity claimed β no isonitrogenous protein control, small samples, and corporate conflicts of interest; the proposed PHT1/mTORC1 relay is untested.
Quality 60% Β· No human efficacy/safety dataHIIT demonstrably raises circulating PGC-1Ξ± (63% vs 33% vs no HIIT), lowers IL-6, and increases BDNF/irisin β but no supplied study isolated extracellular vesicles, so any "exosomal marker" claim is indirect until EV-isolation trials are performed.
Hypothesis framing Β· EV-isolation RCT designed and proposedIn 1,083 adults with 7.4-year follow-up, Allostatic Load and DunedinPACE most consistently predicted aging outcomes, while first-generation clocks and BrainAge showed no Bonferroni-corrected associations β markers predicted outcomes better prospectively than concurrently, suggesting a measurable pre-clinical window.
Quality 80% Β· Above-average-health cohort limits generalizationA stop-gain FANCI variant appeared in 3/101 elite athletes and 0/1,899 controls β but Bonferroni-adjusted p = 0.069, no physiological data on carriers exist, and the authors themselves concede chance cannot be excluded.
Quality 40% Β· n=3 Β· Cautionary example for sports genomicsNo published N-body grid reports habitable-zone planet survival fractions as a function of binary separation and eccentricity β the periastron-collapse hypothesis (eccentricity at large separation can be deadlier than near separation) is testable with open-source tools but currently unquantified.
Reproducibility 90% by design Β· Pilot grid designed and proposedKnow what changed, what holds up, and what remains uncertain. Every Friday. No ads.