data science Search Results


biomarkers limonene  (KCAS Bioanalytical and Biomarker Services)
94
KCAS Bioanalytical and Biomarker Services biomarkers limonene
Biomarkers Limonene, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 94/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 94 stars, based on 1 article reviews
biomarkers limonene - by Bioz Stars, 2026-05
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statistica  (TIBCO)
96
TIBCO statistica
Statistica, supplied by TIBCO, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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statistica - by Bioz Stars, 2026-05
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hybrid immunocapture lc ms ms  (KCAS Bioanalytical and Biomarker Services)
93
KCAS Bioanalytical and Biomarker Services hybrid immunocapture lc ms ms
Hybrid Immunocapture Lc Ms Ms, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 93/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 93 stars, based on 1 article reviews
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kcas bio analytical  (KCAS Bioanalytical and Biomarker Services)
99
KCAS Bioanalytical and Biomarker Services kcas bio analytical
Kcas Bio Analytical, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 99 stars, based on 1 article reviews
kcas bio analytical - by Bioz Stars, 2026-05
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complex data science tasks  (Kaggle Inc)
86
Kaggle Inc complex data science tasks
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.
Complex Data Science Tasks, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 86 stars, based on 1 article reviews
complex data science tasks - by Bioz Stars, 2026-05
86/100 stars
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percent expected vital capacity model  (Origent Data Sciences)
90
Origent Data Sciences percent expected vital capacity model
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.
Percent Expected Vital Capacity Model, supplied by Origent Data Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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sequencing data  (Strand Life Sciences Private)
90
Strand Life Sciences Private sequencing data
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.
Sequencing Data, supplied by Strand Life Sciences Private, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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perlegen 250k platform  (Perlegen Sciences)
90
Perlegen Sciences perlegen 250k platform
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.
Perlegen 250k Platform, supplied by Perlegen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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optumtm linformaticstm data mart database  (Optuminsight Life Sciences)
90
Optuminsight Life Sciences optumtm linformaticstm data mart database
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.
Optumtm Linformaticstm Data Mart Database, supplied by Optuminsight Life Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
optumtm linformaticstm data mart database - by Bioz Stars, 2026-05
90/100 stars
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wgs data  (NextGen Sciences)
90
NextGen Sciences wgs data
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.
Wgs Data, supplied by NextGen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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intracellular snail neuron data  (Allen Institute for Brain Science)
90
Allen Institute for Brain Science intracellular snail neuron data
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.
Intracellular Snail Neuron Data, supplied by Allen Institute for Brain Science, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
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omop data  (STARR Life Sciences)
90
STARR Life Sciences omop data
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.
Omop Data, supplied by STARR Life Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
omop data - by Bioz Stars, 2026-05
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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