{"id":"W2774825874","doi":"10.15252/msb.20177739","title":"An integrated computational and experimental study uncovers FUT9 as a metabolic driver of colorectal cancer","year":2017,"lang":"en","type":"article","venue":"Molecular Systems Biology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Library science; Tel aviv; Cancer; Medicine; Gerontology; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779014,0.0002112776,0.0003881948,0.00006279744,0.0001561337,0.00004926391,0.0002947144,0.000151029,0.00001387793],"category_scores_gemma":[0.00003940595,0.0001896285,0.00007769385,0.00004022873,0.0002869352,0.00000965959,0.0001368804,0.0000759141,0.000002245798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463914,"about_ca_system_score_gemma":0.0001715562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003485704,"about_ca_topic_score_gemma":0.0002132135,"domain_scores_codex":[0.998696,0.0002286693,0.0002637436,0.0004773381,0.0001140956,0.000220184],"domain_scores_gemma":[0.9990895,0.000006277656,0.0002450163,0.0004023337,0.0001473242,0.0001095617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000225921,0.0002761846,0.02136943,0.00001031339,0.0003364098,0.000006376438,0.0002601942,0.0006131571,0.9751993,0.0006422315,0.0001042483,0.0009561917],"study_design_scores_gemma":[0.008189018,0.005023588,0.06317311,0.00004419569,0.0002947224,0.0001709379,0.003415984,0.00127846,0.8532893,0.00008817047,0.06401116,0.001021322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987105,0.01004885,0.0007061543,0.00001606256,0.001336572,0.0005090017,0.0001028963,0.00001051934,0.00016492],"genre_scores_gemma":[0.9990761,0.000127489,0.0001474341,0.00006092678,0.0002632736,0.0001200076,0.0001186571,0.00002343406,0.00006265516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12191,"threshold_uncertainty_score":0.7732825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140836829155943,"score_gpt":0.3019339560995602,"score_spread":0.2927931192704042,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}