{"id":"W4206530303","doi":"10.1017/cjn.2022.5","title":"Expression and Prognostic Value of CD80 and CD86 in the Tumor Microenvironment of Newly Diagnosed Glioblastoma","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"CD86; CD80; Tumor microenvironment; Oncology; Immunotherapy; Cancer research; Medicine; Biomarker; Proportional hazards model; Messenger RNA; Univariate analysis; Immune system; Internal medicine; Biology; Multivariate analysis; Immunology; Gene; Cytotoxic T cell; T cell; In vitro; Genetics","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":[0.0002963569,0.0001580737,0.0003165766,0.0005745789,0.0002450747,0.0004845619,0.0002006216,0.0001828269,0.0006525052],"category_scores_gemma":[0.0007956726,0.0001036935,0.0001661341,0.0005742484,0.0001760797,0.0002059742,0.0003028241,0.0002688417,0.0001528883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662706,"about_ca_system_score_gemma":0.0002299599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205007,"about_ca_topic_score_gemma":0.004002319,"domain_scores_codex":[0.9998155,0.00002490625,0.00002241561,0.00005738238,0.00003654643,0.00004322915],"domain_scores_gemma":[0.9995484,0.00007002997,0.0001840055,0.00003879509,0.00007724359,0.00008160922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004482661,0.00002469007,0.9912689,0.00003061275,0.00006350693,0.0001119659,0.00003887366,0.0001380681,0.00274874,0.00002108678,0.0004469287,0.004658346],"study_design_scores_gemma":[0.00001699505,0.00006309517,0.9968852,0.000009676752,0.0001016821,0.0005634284,0.00009910553,0.0006239776,0.001004751,0.00005681001,0.0005704549,0.000004837271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987028,0.0004471454,0.00007477697,0.00002738515,0.000003722596,0.000004261669,0.0005536131,0.000004154424,0.0001822058],"genre_scores_gemma":[0.9987317,0.0001268766,0.00005824838,0.00001336879,0.00000727851,0.000005167314,0.0009630806,0.000001982337,0.00009238104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00205007,"threshold_uncertainty_score":0.004076242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705544710990004,"score_gpt":0.2417568877656319,"score_spread":0.2247014406557319,"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."}}