{"id":"W2006306117","doi":"10.1093/neuonc/nov061.97","title":"MB-21 * INTEGRATED GENOMICS ELUCIDATES RELATIVE SPATIAL HOMOGENEITY OF EMBRYONAL BRAIN TUMORS","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; BC Cancer Agency; University of Toronto; Canada's Michael Smith Genome Sciences Centre; Hospital for Sick Children","funders":"","keywords":"Homogeneity (statistics); Genomics; Computational biology; Biology; Evolutionary biology; Genetics; Genome; Computer science; Gene; Machine learning","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":[0.0001490491,0.0001644234,0.0001788268,0.0004045328,0.0001700406,0.0003348214,0.0001654722,0.0001449508,0.0006064585],"category_scores_gemma":[0.000224281,0.0001032305,0.0001084139,0.0002826096,0.0001783136,0.0001117192,0.0002005241,0.0001892287,0.0001946919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746751,"about_ca_system_score_gemma":0.0001931657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204791,"about_ca_topic_score_gemma":0.003788609,"domain_scores_codex":[0.9998817,0.00001111767,0.000006193571,0.00004725034,0.00003343034,0.00002029795],"domain_scores_gemma":[0.9998614,0.00003112462,0.00004498196,0.0000206319,0.00002054044,0.00002141836],"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":[0.0001132808,0.000008408943,0.01629621,0.00003145858,0.00002355579,0.00009785428,0.00005924146,0.0004683493,0.9778956,0.0001289037,0.00007699988,0.004800225],"study_design_scores_gemma":[0.000010715,0.0002066186,0.4602819,0.00000975561,0.00008543214,0.001735962,0.0001355821,0.006864781,0.5250138,0.0002562479,0.005386997,0.00001210579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921394,0.0004704939,0.005796423,0.0000195108,0.000002657273,0.0000133739,0.0009206185,0.00007042865,0.0005670563],"genre_scores_gemma":[0.9919904,0.0001962834,0.006170013,0.00001518617,0.00000222596,0.00001591903,0.001265466,0.00002578007,0.0003187096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00204791,"threshold_uncertainty_score":0.004071951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163584154387048,"score_gpt":0.3010775838503967,"score_spread":0.2694417423065262,"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."}}