{"id":"W4380324326","doi":"10.3390/curroncol30060428","title":"Translational Models in Glioma Immunotherapy Research","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UroGen Pharma; Accuray; Novocure; Stryker","keywords":"Glioma; Medicine; Immunotherapy; Translational research; Clinical trial; Modalities; Stromal cell; Therapeutic modalities; Bioinformatics; Computational biology; Cancer research; Immunology; Pathology; Immune system; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001994309,0.001039767,0.001209578,0.002150835,0.0003527912,0.001688238,0.001056863,0.001608917,0.004715213],"category_scores_gemma":[0.001272621,0.0002807,0.0008265832,0.001826771,0.0009542042,0.002189932,0.001188565,0.003196726,0.002628997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009952561,"about_ca_system_score_gemma":0.001799511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007068126,"about_ca_topic_score_gemma":0.0009919178,"domain_scores_codex":[0.9994702,0.0001662648,0.00006844779,0.00007728168,0.0001748763,0.00004302596],"domain_scores_gemma":[0.9992713,0.0004146272,0.00007240239,0.00004118092,0.0001592904,0.00004112378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001770659,0.0002226788,0.0003565896,0.04377917,0.000135087,0.0005152593,0.00025162,0.0007407177,0.01685986,0.0607205,0.04094387,0.8352976],"study_design_scores_gemma":[0.00001797809,0.0001679013,0.0003537566,0.003891598,0.000107212,0.001036857,0.0000764119,0.0001216889,0.002442764,0.007536199,0.9842252,0.00002255595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003415962,0.9912739,0.00182861,0.0008291467,0.00071932,0.00004801878,0.00008258945,0.00003058991,0.004846251],"genre_scores_gemma":[0.001840106,0.9946539,0.001464049,0.0005054823,0.0003347066,0.00005806729,0.0001384463,0.000006954574,0.0009981664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004715213,"threshold_uncertainty_score":0.01577395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6061514775394857,"score_gpt":0.5870284600892026,"score_spread":0.01912301745028311,"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."}}