Aging Clocks Need Task-Specific Tests, Not Just Age Error
A review in Biogerontology proposes evaluating molecular aging clocks as task-bound tools rather than by age-prediction error alone.
Tag: model evaluation
Road Dust Resuspension Steers Modelled PM10 Along an Imphal Traffic Corridor
A modelling study in Imphal, India, finds that prescribed road-surface silt loading strongly controls how well AERMOD reproduces observed roadside ...
AI models learn to read ancient Chinese medicine texts and support clinical reasoning
A new review maps how large language models are being trained on digitized classical texts, billions of clinical records, and ...
BMI Trajectory Analysis in Children: Review Maps Methods and Patterns
A scoping review of 24 studies maps the statistical methods, evaluation metrics and recurring BMI trajectory patterns used to track ...
AI Needs to Know When Its Own Knowledge Has Gone Stale, Argues New Paper
A PLOS Complex Systems opinion article argues that AI embedded in complex systems needs meta-cognitive abilities to detect when its ...
Climate model gains first coupled simulation of ocean oxygen’s triple isotope signature
Scientists have, for the first time, implemented the triple isotopic composition of dissolved oceanic oxygen in the fully coupled iLOVECLIM ...
Green Roof Model Overhaul Slashes Heat Flux Errors by More Than 75 Percent
Researchers rebuilt the green-roof physics in the WRF weather model and cut simulated ground heat flux errors from over 100 ...
Hidden Flaws in Public Thyroid AI Datasets Could Inflate Diagnostic Performance
A case-level audit of a public thyroid imaging archive finds contradictory labels, leak-prone data splits, and strong evidence that deep ...
Why Expert Disagreement Could Be the Missing Key to Trustworthy Medical AI
Oxford researchers argue that the common practice of reducing expert annotations to single binary masks introduces a hidden source of ...
New Weighting Framework Helps Climate Model Pick Its Best Physics Settings
A new performance-based weighting framework gives greater influence to hard-to-simulate variables like precipitation and wind when selecting WRF model physics ...
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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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