{"id":"W4308869288","doi":"10.3390/genes13112075","title":"Evaluation of DNA Methylation Array for Glioma Tumor Profiling and Description of a Novel Epi-Signature to Distinguish IDH1/IDH2 Mutant and Wild-Type Tumors","year":2022,"lang":"en","type":"article","venue":"Genes","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Hamilton Regional Laboratory Medicine Program; Population Health Research Institute; McMaster University","funders":"","keywords":"IDH1; Mutant; IDH2; Biology; DNA methylation; Wild type; Glioma; Methylation; Cancer research; DNA; Genetics; Computational biology; Molecular biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004596143,0.0002982037,0.0002023639,0.0006224488,0.00008921533,0.0002206867,0.0001715589,0.0002365067,0.0004787904],"category_scores_gemma":[0.0006611223,0.0001300307,0.0001617061,0.0002569373,0.0001422927,0.0001492879,0.0001720673,0.0002203127,0.0001526779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857259,"about_ca_system_score_gemma":0.0001923674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686437,"about_ca_topic_score_gemma":0.001284007,"domain_scores_codex":[0.9997134,0.00005321501,0.00001579241,0.000103462,0.00008498302,0.0000291473],"domain_scores_gemma":[0.9998187,0.00004270545,0.00004008734,0.00002221004,0.00004714277,0.00002912742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003665685,0.0000634525,0.0409853,0.00003584882,0.00004576047,0.00006915018,0.00006126483,0.0005797313,0.9458239,0.00006366198,0.00006080928,0.0118446],"study_design_scores_gemma":[0.00002836902,0.001045645,0.1956736,0.000006184625,0.0000978996,0.0009866965,0.00005179582,0.01294185,0.7881248,0.0001178832,0.0009059981,0.00001921627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904068,0.0002404581,0.008315495,0.00003835094,0.000004403568,0.00005501282,0.0004636264,0.00007749733,0.0003983002],"genre_scores_gemma":[0.98622,0.0001218623,0.01241103,0.00002964557,0.000002777452,0.00005500742,0.0006173728,0.00001037246,0.0005318674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006686437,"threshold_uncertainty_score":0.002430677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06275729516245286,"score_gpt":0.316215077253697,"score_spread":0.2534577820912441,"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."}}