{"id":"W3079281221","doi":"10.1007/s11060-020-03553-1","title":"Diffuse midline glioma: review of epigenetics","year":2020,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Epigenetics; Glioma; Biology; Neuroscience; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003987239,0.0004511841,0.006253407,0.0003964763,0.00002371543,0.000006130581,0.0003237476,0.0003533284,0.000172573],"category_scores_gemma":[0.001335435,0.0002901925,0.001834259,0.0005832386,0.00009735289,0.00002916627,0.0001197412,0.0008772215,0.00004068436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294362,"about_ca_system_score_gemma":0.001604173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001299579,"about_ca_topic_score_gemma":7.003754e-7,"domain_scores_codex":[0.9958653,0.0005040433,0.002598686,0.0002785058,0.0004877136,0.0002657938],"domain_scores_gemma":[0.9941306,0.001024869,0.003525158,0.0004107914,0.000466782,0.0004418578],"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":[0.00005430212,0.002182955,0.00001717657,0.09246673,0.0009644571,0.01939211,0.00001791009,1.340584e-7,0.0001594596,0.00001823792,0.02210954,0.862617],"study_design_scores_gemma":[0.001991032,0.004850884,0.00001214719,0.07254011,0.01076505,0.01390174,0.000003067563,6.640482e-7,0.00006052932,0.000006822679,0.8957325,0.0001354737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001256767,0.9929865,0.000004383702,0.004856318,0.0008345318,0.000839963,0.00003674807,0.000008369012,0.0003075085],"genre_scores_gemma":[0.00001986514,0.9967956,0.000813059,0.001553673,0.0006941946,0.00002207955,0.00002220799,0.0000711468,0.000008149734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.873623,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0711519593269598,"score_gpt":0.3934860989059604,"score_spread":0.3223341395790006,"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."}}