{"id":"W2767364728","doi":"10.1093/neuonc/nox168.477","title":"IMMU-19. QUANTITATION AND CHARACTERIZATION OF GLIOBLASTOMA-ASSOCIATED MICROGLIA AND MACROPHAGES REVEALS HIGHLY VARIABLE INFLAMMATORY PROFILES AND AN INVERSE RELATIONSHIP TO PERITUMORAL EDEMA VOLUME","year":2017,"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":"University of Calgary","funders":"","keywords":"Microglia; Infiltration (HVAC); Immune system; Immunotherapy; Inflammation; Pathology; Flow cytometry; Cancer research; Glioblastoma; CD8; Tumor microenvironment; Phenotype; Medicine; Biology; Immunology","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":[0.0005388673,0.0004790853,0.0002467137,0.001194435,0.0002589081,0.0004508125,0.0002364675,0.0002634525,0.0007483542],"category_scores_gemma":[0.0002843233,0.0002113333,0.0001784307,0.0006229728,0.0002775283,0.0002836275,0.0002836972,0.0003940576,0.0003574845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793552,"about_ca_system_score_gemma":0.0002066434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007558168,"about_ca_topic_score_gemma":0.0014009,"domain_scores_codex":[0.9995514,0.00007519464,0.00004273297,0.00009850263,0.0001337468,0.00009842798],"domain_scores_gemma":[0.9997045,0.0000475946,0.00009186488,0.00002454902,0.00007192262,0.00005937479],"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":[0.0001679085,0.0000309218,0.002765456,0.00006201921,0.00001543644,0.00004960506,0.00004843771,0.00007740369,0.9926773,0.0001727826,0.00006890015,0.003863773],"study_design_scores_gemma":[0.00001315481,0.0002725855,0.05381719,0.00001961691,0.00003994339,0.00077739,0.00006018894,0.003244101,0.9379777,0.0002189424,0.003547012,0.00001217986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573668,0.005711657,0.03145299,0.0001167593,0.00004870622,0.00006993592,0.001665121,0.0003192799,0.003248711],"genre_scores_gemma":[0.9387206,0.00287588,0.04931398,0.0001554229,0.00004887507,0.0003138204,0.004175948,0.0001264086,0.004269166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001194435,"threshold_uncertainty_score":0.002849877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161227989153562,"score_gpt":0.2987542096184005,"score_spread":0.2771419297268649,"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."}}