data science Search Results


96
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86
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Performance of the o3 model on <t>complex</t> <t>data</t> science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex <t>tasks.</t> The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Associations between <t> COX2 </t> variants and prostate cancer risk
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Image Search Results


Performance of the o3 model on complex data science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex tasks. The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Article Title: Evaluating large language models in biomedical data science challenges through a classroom experiment

doi: 10.1073/pnas.2521062122

Figure Lengend Snippet: Performance of the o3 model on complex data science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex tasks. The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.

Article Snippet: We analyzed the following six Kaggle challenges as representative examples of more complex data science tasks: SenNet + HOA - Hacking the Human Vasculature in 3D ( https://www.kaggle.com/competitions/blood-vessel-segmentation ) HMS - Harmful Brain Activity Classification ( https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification ) ISIC 2024 - Skin Cancer Detection with 3D-TBP ( https://www.kaggle.com/competitions/isic-2024-challenge ) RSNA 2024 Lumbar Spine Degenerative Classification ( https://www.kaggle.com/competitions/rsna-2024-lumbar-spine-degenerative-classification ) NeurIPS 2024 - Predict New Medicines with BELKA ( https://www.kaggle.com/competitions/leash-BELKA ) Stanford RNA 3D Folding ( https://www.kaggle.com/competitions/stanford-rna-3d-folding )

Techniques: Comparison

Associations between  COX2  variants and prostate cancer risk

Journal: British Journal of Cancer

Article Title: COX2 genetic variation, NSAIDs, and advanced prostate cancer risk

doi: 10.1038/sj.bjc.6603874

Figure Lengend Snippet: Associations between COX2 variants and prostate cancer risk

Article Snippet: Because genotyping assays for two SNPs (rs4648307, rs4648261) could not be designed and one SNP (rs5272) was monomorphic in our study population, we subsequently used the Perlegen and Seattle SNP data to maintain a comprehensive evaluation of the COX2 locus.

Techniques: