{"id":"W4380362243","doi":"10.1093/neuonc/noad073.198","title":"IMMU-11. PRECLINICAL HIGH-RISK PEDIATRIC BRAIN TUMOR MODELS FOR IMMUNOTHERAPY: HURDLES AND THE WAY FORWARD","year":2023,"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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Immunotherapy; Medicine; Brain tumor; Cancer; Cancer immunotherapy; Epigenetics; Immunology; Oncology; Bioinformatics; Immune system; Cancer research; Internal medicine; Biology; Pathology","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":[0.005604737,0.001040361,0.001275405,0.0008120856,0.0004257718,0.002505954,0.002027143,0.001695793,0.004331798],"category_scores_gemma":[0.001500941,0.0005623582,0.0009852161,0.0005430145,0.0008894348,0.002094857,0.0009635846,0.007105462,0.002891372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147672,"about_ca_system_score_gemma":0.001875012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432365,"about_ca_topic_score_gemma":0.002706851,"domain_scores_codex":[0.998514,0.0005799003,0.0001144452,0.0001184269,0.0004168505,0.0002563844],"domain_scores_gemma":[0.9982744,0.0003746813,0.0002888955,0.0002205606,0.0004289237,0.000412536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00216734,0.002907811,0.003010756,0.005148765,0.0003524818,0.0006960286,0.0004969896,0.003573323,0.8339128,0.01658247,0.03983878,0.09131249],"study_design_scores_gemma":[0.000468584,0.01322574,0.004661799,0.001477769,0.0005360568,0.002258203,0.0005008808,0.005137365,0.6108458,0.004834727,0.3559451,0.0001079993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4024231,0.2184877,0.2188897,0.05270676,0.007759026,0.004827684,0.02083998,0.007867865,0.06619818],"genre_scores_gemma":[0.6034579,0.1584251,0.1664836,0.008708516,0.001043927,0.00499275,0.02451855,0.001547981,0.03082164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005604737,"threshold_uncertainty_score":0.02964109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012210408471533,"score_gpt":0.3238255471242193,"score_spread":0.293703443039504,"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."}}