{"id":"W3014079509","doi":"10.1158/2326-6074.tumimm19-b103","title":"Abstract B103: Molecular heterogeneity of gastric cancer explained by methylation-driven key regulators","year":2020,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Epigenetics; DNA methylation; Tumor microenvironment; Biology; Methylation; Stromal cell; Cancer; Cancer research; Computational biology; Genetics; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003815985,0.0002130807,0.0005691058,0.0002129194,0.0001294397,0.00001721438,0.0003523678,0.0002446758,0.001458373],"category_scores_gemma":[0.0001870214,0.000195758,0.000175747,0.00105093,0.0004973183,0.00009464285,0.0001707677,0.000736327,0.00002906866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166176,"about_ca_system_score_gemma":0.0006214692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953668,"about_ca_topic_score_gemma":0.00003673697,"domain_scores_codex":[0.9974575,0.0002179517,0.0004634986,0.0005664155,0.0006538611,0.0006407409],"domain_scores_gemma":[0.9983975,0.0001082064,0.000149546,0.0004544021,0.0006441005,0.0002462237],"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":[0.0008622619,0.0001279706,0.05639152,0.0002150388,0.0007000049,0.0000183385,0.0004598431,0.000103736,0.9188061,0.00007489353,0.00850094,0.01373931],"study_design_scores_gemma":[0.002242161,0.000804739,0.09040876,0.0001827703,0.000106194,0.000005549673,0.00032576,0.0002615284,0.8940086,0.00002713399,0.01140106,0.0002257498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548659,0.03386066,0.00007288568,0.009847888,0.0001362484,0.0005949743,0.0001034452,0.00004869248,0.0004693252],"genre_scores_gemma":[0.99331,0.005271096,0.0001522714,0.0004439977,0.0001271871,0.0005077219,0.00004317216,0.0000491922,0.00009533751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03844414,"threshold_uncertainty_score":0.9994544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08158889648798251,"score_gpt":0.3876243804889234,"score_spread":0.3060354840009409,"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."}}