Forced CoT produces video-dependent reasoning chains but does not improve MCQ accuracy on Qwen2.5-VL with Video-MME and causes a small drop on the 7B variant.
The Fatty Liver Index: a simple and accurate predictor of hepatic steatosis in the general population
4 Pith papers cite this work. Polarity classification is still indexing.
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EpiAwareNet is a prior-guided multi-omic Transformer that uses gene-peak cross-attention for adaptive accessibility aggregation and bulk GRN priors for weak supervision to improve single-cell GRN reconstruction over baselines.
A retrospective cohort study trains LASSO, random forest, XGBoost, and neural network models on EHR data to predict MASLD, selects the interpretable LASSO with top-10 features, and applies equal-opportunity postprocessing to improve fairness across subgroups.
A methodological review of post-2018 evidence-aware protein complex detection methods concludes that transparent graph-based approaches offer the best plausibility-reproducibility tradeoff while calling for harmonized benchmarks and overlap-aware metrics.
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Chains That See, Answers That Don't: A Multi-Aspect Evaluation Recipe for Forced Chain-of-Thought on Video-MME
Forced CoT produces video-dependent reasoning chains but does not improve MCQ accuracy on Qwen2.5-VL with Video-MME and causes a small drop on the 7B variant.