{"id":"W2983341556","doi":"10.18632/genesandcancer.176","title":"Tumor metabolism regulating chemosensitivity in ovarian cancer","year":2018,"lang":"en","type":"review","venue":"Genes & Cancer","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; University of Ottawa; Ottawa Hospital","funders":"McGill University; Canadian Institutes of Health Research; Canadian Nuclear Laboratories; University of Ottawa","keywords":"Cancer research; Cancer; Metastasis; Medicine; Context (archaeology); Ovarian cancer; PTEN; Bioinformatics; Warburg effect; Angiogenesis; Cancer cell; Biology; PI3K/AKT/mTOR pathway; Apoptosis; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004303835,0.0007498008,0.001794236,0.0001673186,0.0001204677,0.00005439646,0.0004377232,0.0005615546,0.0001885795],"category_scores_gemma":[0.00005761596,0.0006878981,0.0006323567,0.0004450637,0.0001672639,0.000009169115,0.0003186337,0.0003360602,0.00002330824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490413,"about_ca_system_score_gemma":0.001503796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728191,"about_ca_topic_score_gemma":0.004013517,"domain_scores_codex":[0.9967257,0.0002334067,0.0007326683,0.001236042,0.0002813274,0.0007908249],"domain_scores_gemma":[0.9981821,0.0000196204,0.0005337618,0.0009058389,0.0001759824,0.0001827091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003222837,0.00003216806,0.00001980032,0.002157753,0.0002669016,0.000004253591,0.00004081022,0.00001155072,0.003660449,0.00001671376,0.006145897,0.9876115],"study_design_scores_gemma":[0.0004960615,0.0000161646,0.000193125,0.002160644,0.0006355898,0.0000370188,0.000009686389,0.000004413093,0.003851027,0.00001260369,0.9917896,0.0007940435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001413202,0.9913234,0.00002872387,0.00003928151,0.005570913,0.0007555578,0.0004063361,0.00002350516,0.0004390686],"genre_scores_gemma":[0.00009009992,0.9773622,0.0002946303,0.0003445036,0.01861345,0.000806567,0.0002254679,0.0001641405,0.002098984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868174,"threshold_uncertainty_score":0.9995572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160444425672927,"score_gpt":0.328931176097593,"score_spread":0.2973267318408637,"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."}}