{"id":"W1844589629","doi":"10.1016/j.ccell.2015.08.010","title":"The Amazing and Deadly Glioma Race","year":2015,"lang":"en","type":"letter","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Epigenetics; Glioma; Glioblastoma; Race (biology); Biology; Resistance (ecology); Cancer; Epigenesis; Cancer research; Bioinformatics; Medicine; Computational biology; DNA methylation; Genetics; Gene; Ecology","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":[0.00008469098,0.0002196617,0.0003031523,0.00003221476,0.0001037894,0.00005943655,0.00008544843,0.0002581987,0.00008420519],"category_scores_gemma":[0.0000137345,0.0001301419,0.00007722811,0.0000686662,0.00007372821,0.00002555182,0.00004871385,0.0004243778,0.00005678278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771305,"about_ca_system_score_gemma":0.0001677061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000444461,"about_ca_topic_score_gemma":0.00009581351,"domain_scores_codex":[0.9989761,0.00002882449,0.0001477485,0.0002900971,0.0002627398,0.0002944964],"domain_scores_gemma":[0.9992111,0.0001247755,0.00009867023,0.0003640296,0.000101241,0.0001002055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001647276,0.0000188082,0.0009060407,0.0001110581,0.0000902399,0.001081838,0.00008445841,4.125634e-7,0.0001577142,0.000002777219,0.9933296,0.004200574],"study_design_scores_gemma":[0.001078998,0.00008274959,0.000350081,0.0001485826,0.0003473669,0.00006400305,0.00003687227,0.00000898593,0.001964076,0.00003426219,0.9957495,0.0001345592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03384597,0.1593527,0.00000178033,0.7893419,0.001032444,0.0006366309,0.00004824436,0.00005270365,0.01568763],"genre_scores_gemma":[0.0476412,0.02173735,0.0002978769,0.8856339,0.01367985,0.0009557326,0.0002643797,0.0002579143,0.02953175],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1376154,"threshold_uncertainty_score":0.5307032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411318979663092,"score_gpt":0.2791972293763943,"score_spread":0.2550840395797634,"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."}}