{"id":"W4388589200","doi":"10.1093/neuonc/noad179.1070","title":"TMIC-04. IMMUNE PROFILING OF PEDIATRIC ONCOHISTONE GLIOMAS REVEALS DIVERSE MYELOID POPULATIONS AND TUMOR-PROMOTING BEHAVIORS","year":2023,"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; Montreal Children's Hospital; Jewish General Hospital; Centre Hospitalier Universitaire Sainte-Justine; Université Laval; McGill University","funders":"","keywords":"Myeloid; Immune system; Cancer research; Mass cytometry; Biology; Tumor microenvironment; Glioma; Histone H3; Epigenome; Immunology; Epigenetics; Phenotype; DNA methylation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009792286,0.000154814,0.0001086849,0.0003031213,0.0001145886,0.0001825925,0.00009747744,0.0001756248,0.001068787],"category_scores_gemma":[0.00006296157,0.00008059564,0.0000877029,0.0002273835,0.0001084079,0.00007291564,0.00009600963,0.0002208461,0.0002583018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565762,"about_ca_system_score_gemma":0.00009734247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007223526,"about_ca_topic_score_gemma":0.001064424,"domain_scores_codex":[0.9999217,0.000007256094,0.000004920467,0.00002273934,0.00001896153,0.00002446565],"domain_scores_gemma":[0.9999267,0.000007958483,0.00002152156,0.000006446312,0.00001314245,0.00002415801],"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":[0.0003482777,0.00004447068,0.01363085,0.00003046375,0.000006188058,0.0001862104,0.0000452511,0.0001139523,0.9816559,0.00006062016,0.0001252181,0.003752619],"study_design_scores_gemma":[0.00001679541,0.001024025,0.2766706,0.000009374339,0.00003611561,0.003367244,0.0001992747,0.002168731,0.7130062,0.00007025238,0.003424674,0.000006649595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964663,0.0001935406,0.001402837,0.00001410672,0.000001987222,0.00002253219,0.0009191904,0.00005354043,0.0009259713],"genre_scores_gemma":[0.9931942,0.0002147993,0.00281934,0.00002967833,0.000002525944,0.00003598702,0.002545417,0.00002372924,0.001134405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001068787,"threshold_uncertainty_score":0.003575504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512539116291482,"score_gpt":0.3351938413008249,"score_spread":0.2900684501379101,"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."}}