{"id":"W2333308044","doi":"10.1093/neuonc/nou254.9","title":"EG-09 * EPIGENETIC PROFILING REVEALS A CpG HYPERMETHYLATION PHENOTYPE (CIMP) ASSOCIATED WITH WORSE PROGRESSION-FREE SURVIVAL IN MENINGIOMA","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"DNA methylation; Epigenetics; Methylation; Phenotype; Biology; CpG site; Computational biology; Oncology; Internal medicine; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006416509,0.0002456927,0.0006068592,0.0002242442,0.0001067816,0.00001263446,0.0001424477,0.0001562009,0.00005425879],"category_scores_gemma":[0.007552775,0.0001993848,0.00005987029,0.0005142539,0.0001508055,0.00005713568,0.0001107206,0.0003204311,0.00003721717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430756,"about_ca_system_score_gemma":0.0003537758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205674,"about_ca_topic_score_gemma":0.00008983012,"domain_scores_codex":[0.9974442,0.0005818405,0.0004711281,0.0004863701,0.0005567237,0.0004598082],"domain_scores_gemma":[0.9971733,0.001698783,0.0002822038,0.0003329674,0.0003317298,0.0001810241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003544247,0.001720896,0.7378215,0.0002182181,0.0002881876,0.000834132,0.001048578,0.0006513775,0.2285831,0.00311874,0.0008485836,0.02132248],"study_design_scores_gemma":[0.008598971,0.004701892,0.9766684,0.0003354988,0.0003414559,0.00004331677,0.0002729123,0.002253844,0.002003016,0.002857317,0.001585028,0.0003383131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887373,0.0001230729,0.0003133389,0.001965895,0.000363098,0.0009538851,0.00001395552,0.000117119,0.00741237],"genre_scores_gemma":[0.9936564,0.00001196782,0.005320626,0.0003836642,0.0001822021,0.0002581509,0.00006081066,0.00004488578,0.00008129841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238847,"threshold_uncertainty_score":0.9041923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371834218093483,"score_gpt":0.3102180812113175,"score_spread":0.2864997390303827,"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."}}