{"id":"W2899619720","doi":"10.1093/neuonc/noy148.1076","title":"TMIC-17. IMMUNE MICROENVIRONMENT OF NF2-ALTERED RADIATION-INDUCED MENINGIOMAS","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Immunohistochemistry; Immune system; Tumor microenvironment; Radiation therapy; Cancer research; Pathology; Medicine; Exome sequencing; Biology; Gene; Phenotype; Internal medicine; Immunology; 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":[0.0001695707,0.0002024583,0.0002014933,0.0005099059,0.000240953,0.0004209434,0.0001310834,0.0001637811,0.001562447],"category_scores_gemma":[0.0003028085,0.00009735741,0.0002307517,0.0004758631,0.0001598584,0.0001244457,0.0001903832,0.0001808204,0.0003477239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249311,"about_ca_system_score_gemma":0.0002446714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008125849,"about_ca_topic_score_gemma":0.0009931286,"domain_scores_codex":[0.9998612,0.00001405593,0.000013782,0.00003557785,0.00003779636,0.00003750305],"domain_scores_gemma":[0.9997889,0.00001616348,0.0001100681,0.00001969065,0.00002071046,0.00004440578],"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":[0.002797594,0.0001218819,0.3649406,0.0002684182,0.0001199177,0.0058465,0.0003122329,0.000329546,0.608044,0.000260471,0.0006107314,0.01634818],"study_design_scores_gemma":[0.00002443195,0.0003471234,0.9340395,0.00002336976,0.00008688404,0.01184868,0.0002753359,0.0005606465,0.04926111,0.0001521215,0.003372985,0.000007743691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971362,0.000663038,0.0002818705,0.00002054761,0.000005289246,0.00001349859,0.0008300232,0.00002945444,0.001020175],"genre_scores_gemma":[0.997261,0.0002593097,0.0004181632,0.00002244099,0.000007278599,0.00001716223,0.001447172,0.0000117467,0.0005556643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562447,"threshold_uncertainty_score":0.00522691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724371096755326,"score_gpt":0.2940254445578332,"score_spread":0.2667817335902799,"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."}}