{"id":"W4309014060","doi":"10.1093/neuonc/noac209.507","title":"IMMU-09. IMMUNOLOGICAL CHARACTERIZATION OF PEDIATRIC BRAIN TUMORS HAS CLINICAL IMPLICATIONS FOR PATIENT MANAGEMENT AND PROGNOSIS","year":2022,"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":"Hospital for Sick Children","funders":"","keywords":"Inflammation; Immunotherapy; Immune system; Glioma; Medicine; Brain tumor; Tumor microenvironment; Cancer research; Biomarker; Immunology; Pathology; Biology","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":[0.0006798364,0.0003241387,0.0003357124,0.0006605522,0.0002098163,0.0006099505,0.0002314996,0.0002461725,0.002037185],"category_scores_gemma":[0.0007162968,0.000112457,0.0001921766,0.0005806233,0.0001911406,0.000239356,0.0003425533,0.0004769462,0.0007052956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395858,"about_ca_system_score_gemma":0.0003361819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006668072,"about_ca_topic_score_gemma":0.001053612,"domain_scores_codex":[0.9996797,0.00006900779,0.00002612176,0.00005891903,0.00009190896,0.00007440516],"domain_scores_gemma":[0.9994536,0.00007108183,0.0002541608,0.00002945396,0.00009005883,0.0001016283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001420173,0.0001454511,0.9039589,0.0001545672,0.00008845254,0.0004250292,0.0000826509,0.0005305007,0.03549729,0.0003738829,0.002862672,0.05446046],"study_design_scores_gemma":[0.00004361038,0.0009170214,0.9317623,0.0000732902,0.0001338701,0.004472947,0.0002583881,0.002720611,0.03979954,0.0004836429,0.01931838,0.00001645725],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843919,0.004759612,0.001720881,0.0003834004,0.00007135879,0.000067598,0.002864287,0.0001145354,0.005626371],"genre_scores_gemma":[0.9915327,0.001012069,0.003282281,0.0001435028,0.0000530636,0.00006911861,0.002883922,0.00002564515,0.0009976563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037185,"threshold_uncertainty_score":0.006815076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05281889454461031,"score_gpt":0.3338783903833571,"score_spread":0.2810594958387468,"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."}}