{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003379873,0.0008454037,0.001390147,0.0007579915,0.007448944,0.006679256,0.001825197,0.07509886,0.007441202],"category_scores_gemma":[0.02171507,0.0009122617,0.00135745,0.0006199941,0.005006171,0.00621699,0.003473935,0.05610501,0.00446585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006116166,"about_ca_system_score_gemma":0.008157525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097623,"about_ca_topic_score_gemma":0.02752141,"domain_scores_codex":[0.9962199,0.00111644,0.0003131077,0.0004516265,0.001249976,0.0006489395],"domain_scores_gemma":[0.9942081,0.002617688,0.0003944841,0.0001740915,0.0008125171,0.00179313],"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":[0.00004674879,0.00003893697,0.0005667774,0.00004389293,0.00002056724,0.001812927,0.0002001877,0.00006687623,0.0001458157,0.005994723,0.9825203,0.008542248],"study_design_scores_gemma":[0.0000801005,0.00007006112,0.0008191925,0.0002982572,0.00003498297,0.001565608,0.0007390867,0.0003870532,0.00015954,0.01935623,0.9764193,0.00007054635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002288103,0.001589685,0.0000445441,0.9860721,0.00938333,0.000005267771,0.00001570334,0.0000102949,0.002650221],"genre_scores_gemma":[0.002964073,0.001363472,0.0001208621,0.9647579,0.02270613,0.00001748136,0.00001206202,0.00001283967,0.008045265],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07509886,"threshold_uncertainty_score":0.04437608,"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."}}