Review finds stronger causal evidence for senescence than mutations in aging
A literature review finds stronger experimental support for cellular senescence as a cause of age-related decline than for somatic DNA ...
Tag: causal inference
Causal AI improves cross-domain dance scoring in 125-dancer study
A causal and invariant-learning system reduced cross-domain dance quality-scoring error by 38.7% in a machine-learning study involving 125 dancers and ...
Two decades of Mendelian randomization mapped: pleiotropy tops the field’s methodological worries
A bibliometric and content analysis of 21,346 Mendelian randomization publications finds horizontal pleiotropy as the most frequently coded methodological challenge ...
Extra Year of Schooling Cuts Dementia Risk Decades Later, Study Finds
A British compulsory-schooling reform that kept teenagers in school one year longer causally reduced dementia diagnoses decades later, including among ...
Malaria’s anemia link is strongest in older Tanzanian children
A Bayesian analysis of 28,151 Tanzanian children links malaria to sharply elevated anemia odds, with the strongest association among older ...
Causal recommender untangles trust, drift and diversity in social suggestions
A new framework called CT-IDR combines recency-aware preference encoding, signed social influence propagation, and causal debiasing to improve both accuracy ...
Gut Bug and Colon Cancer: H. pylori Link Sturdy in Studies, Shaky in Causality
A comprehensive review finds consistent observational links between H. pylori infection and colorectal neoplasia, but concludes that confounding, inconsistent prospective ...
New causal chain method traces how El Niño shapes Brazil’s rainfall
A new data-driven framework reconstructs the full causal pathways linking Pacific sea-surface temperatures to rainfall in drought-prone Northeastern Brazil, recovering ...
CauTrigger models biological state transitions through hierarchical causal decomposition
A hierarchical deep latent-variable model outperformed existing methods at identifying causal triggers and predicting perturbation responses in synthetic and real ...
Commentary tempers causal claims linking family control and suicidal ideation
A commentary supports reported links among family control, perfectionism, depression and suicidal ideation in 852 Chinese university students but cautions ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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