{"id":"W4281749964","doi":"10.1093/neuonc/noac079.310","title":"IMMU-17. Comprehensive immunological gene expression profiling of pediatric brain tumors","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Immune system; Immunotherapy; Glioma; Immune privilege; Cancer research; Brain tumor; Tumor microenvironment; Immune checkpoint; Gene expression profiling; Medicine; Biology; Immunology; Gene expression; Pathology; Gene","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":[0.0001187663,0.0001887487,0.0001704005,0.0007690507,0.0001041794,0.0002000423,0.00008620847,0.0001133274,0.0006523178],"category_scores_gemma":[0.000111805,0.00007771436,0.0001079318,0.0005657293,0.0001212218,0.00007419897,0.0001159884,0.0001563719,0.0002166281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428521,"about_ca_system_score_gemma":0.0001344654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005621025,"about_ca_topic_score_gemma":0.001037655,"domain_scores_codex":[0.999876,0.00001074103,0.000008933469,0.00003782642,0.0000359545,0.00003045947],"domain_scores_gemma":[0.999917,0.00001335158,0.00003339707,0.000005480803,0.00001453954,0.00001618432],"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":[0.0004086991,0.00004734389,0.08988901,0.00008662038,0.00003029983,0.0002798546,0.0001004444,0.0003749751,0.8951281,0.00006243437,0.0002539765,0.01333819],"study_design_scores_gemma":[0.00001145108,0.0006558117,0.5730513,0.00001505656,0.00007237252,0.002250074,0.0002537957,0.001905563,0.4159299,0.00007925071,0.005767364,0.000007943158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933167,0.0007054973,0.001984416,0.00001761161,0.000004705019,0.00003439062,0.003132252,0.00004547144,0.0007588482],"genre_scores_gemma":[0.9866027,0.0007359566,0.00576773,0.00005683347,0.000007730837,0.0001028514,0.005600828,0.00002560604,0.00109981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007690507,"threshold_uncertainty_score":0.002182186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296625932492335,"score_gpt":0.3054882796986671,"score_spread":0.2725220203737437,"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."}}